163
Analysis of the Structure and Function of Endocannabinoid-Hydrolyzing Enzymes Using Biophysical and Nanomedical Techniques by Michael James Johnson A.A.S in Mathematics & Science, Westchester Community College B.S. in Biotechnology, SUNY College of Environmental Science and Forestry C.A.S in Business Administration, Northeastern University A dissertation submitted to The Faculty of the Bouvé College of Health Sciences at Northeastern University in partial fulfillment of the requirements for the degree of Doctor of Philosophy December 1, 2014 Dissertation Research directed by Alexandros Makriyannis Professor of Pharmaceutical Biotechnology and Director of the Center for Drug Discovery

Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

Analysis of the Structure and Function of Endocannabinoid-Hydrolyzing Enzymes

Using Biophysical and Nanomedical Techniques

by Michael James Johnson

A.A.S in Mathematics & Science, Westchester Community College

B.S. in Biotechnology, SUNY College of Environmental Science and Forestry

C.A.S in Business Administration, Northeastern University

A dissertation submitted to

The Faculty of the Bouvé College of Health Sciences at

Northeastern University

in partial fulfillment of the requirements for the degree of Doctor of Philosophy

December 1, 2014

Dissertation Research directed by

Alexandros Makriyannis

Professor of Pharmaceutical Biotechnology and Director of the Center for Drug Discovery

Page 2: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

i

Dedication

This work would not have been possible without the love and support of my family and

friends. Specifically, my loving partner Emily Sechny, my mother Mary Rice, and my father

Richard Johnson. Thank you for encouraging me to follow my dreams.

Page 3: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

ii

Acknowledgements

This work was supported by grants from the National Institutes of Health: DA003801 and

DA009158; National Institute on Drug Abuse: GM08607 and GM101135; National Science

Foundation: NSF-DGE-0965843; National Institute of General Medical Sciences, and in

collaboration with the Waters Corporation. With special thanks to all members of the Center for

Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr,

Sergiy Tyukhtenko, Anna Bowman, Cheryl Habrukowich, Mark Williams, Nikolai Zvonok, Jodi

Wood, Jay West, and Michael McCormack. Additionally, thanks to collaborators at the Barnett

Institute: John Engen, Thomas Wales, Xiaomeng Shi, and Brent Kochert, and collaborators at the

Electronic Materials Research Institute: Srinivas Sridhar, Dattatri Nagesha, Rajiv Kumar, and Codi

Gharagouzloo, and to the Facilities Manager at the Electron Microscopy Center at Northeastern

University, William Fowle. Thanks also to Kiran Vemuri and Kumara Subramanian for

synthesizing the compounds analyzed herein.

Page 4: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

iii

Abstract of Dissertation

Presented here is a systematic structural, and functional study of endocannabinoid

metabolizing enzymes, including: a potential biomarker for breast cancer and the development of

a novel nanoplatform for studying these membrane proteins. Investigating the impact of

phospholipid bilayers on the structure and function of membrane proteins is an essential precursor

to developing drugs that target these dynamic systems. The membrane-associated serine hydrolase,

monoacylglycerol lipase (MGL), and the membrane-bound serine hydrolase, fatty acid amide

hydrolase (FAAH), are well-recognized therapeutic targets that regulate endocannabinoid

signaling. In particular, overexpression of MGL in certain tumor cells elevates the levels of pro-

tumorigenic signaling lipids, and as such, MGL regulates a fatty acid network that promotes

pathogenesis in some cancers. Reported here is the application of phospholipid bilayer nanodiscs

that mimic the native cell membrane environment to evaluate the effects of membrane systems on

the catalytic properties, and conformational dynamics, of human MGL (hMGL) and rat FAAH

(rFAAH). Specifically, hMGL’s kinetic properties (apparent maximum velocity [VMAX] and

substrate affinity [KM]) were enhanced in the presence of anionic and charge-neutral phospholipid

bilayer nanodiscs. In order to examine further the effects of modulating the activity of hMGL, a

novel nano-medicinal agent (derived from a dynamic class of nano-materials that can be applied

to in vitro, in vivo, and clinical applications) was synthesized, and characterized. Nanoparticles

exist in a physical state between that of bulk material and a single molecule. In this transitional

state, surface properties and quantum-mechanical dynamics can be “tuned” simply by altering

particle size and shape. The ‘fLPA-SPIO@AuNS’ particle design proposed here presents a multi-

lamellar nanoplatform for imaging, drug delivery, and therapeutic applications that, in this case,

target the endocannabinoid system. Another novel imaging motif, proposed here involves probing

Page 5: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

iv

the mechanism of hMGL inhibition by 5-(4-hydroxyphenyl)-pentanesulfonyl fluoride (AM3506)

using biochemical and mass spectrometric (MS) approaches. After hMGL was treated with

AM3506, the conversion of sulfonyl serine (Ser122) to dehydroalanine via a β-elimination

mechanism was observed, and confirmed by tandem MS analysis. Targeting the resultant

dehydroalanine hMGL with thiophenol resulted in the conversion of Ser122 to S-phenyl-cysteine

(addition of 92 Da), which demonstrates a selective approach for serine hydrolase modification at

the catalytic serine. This modification confers a new function to in this case- hMGL without

genetic manipulation. The results of this work contribute to the understanding of key regulatory

pathway involved in breast cancer progression (as well as other disease states) and provides

evidence of the feasibility of the development of a novel, pharmacologic intervention toward the

diagnosis and treatment of metastatic disease.

Page 6: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

v

Table of Contents

Dedication ........................................................................................................................................ i

Acknowledgements ......................................................................................................................... ii

Abstract of Dissertation ................................................................................................................. iii

Table of Contents ............................................................................................................................ v

List of Figures ................................................................................................................................. x

List of Tables ................................................................................................................................ xii

List of Schemes ............................................................................................................................ xiii

List of Abbreviations ................................................................................................................... xiv

Introduction ..................................................................................................................................... 1

Characterization of the Nanodisc Model Using High-resolution Techniques ................................ 3

Introduction ................................................................................................................................. 4

Results and Discussion ................................................................................................................ 6

Confirming the identity and purity of MSP1D1 ...................................................................... 6

Nanodisc assembly and complex co-purification .................................................................... 6

NMR analysis of ND-MGL association .................................................................................. 7

Densitometry analysis of the stoichiometry for ND-MGL preparation .................................. 8

Dynamic Light Scattering analysis of ND-MGL association kinetics .................................... 8

Imaging ND-MGL using transmission electron microscopy .................................................. 9

Conclusions ............................................................................................................................... 10

Materials and Methods .............................................................................................................. 12

Materials ................................................................................................................................ 12

Methods ................................................................................................................................. 12

Expression and purification of hMGL ............................................................................... 12

Expression and purification of MSP1D1 ........................................................................... 13

LC-TOF analysis of MSP1D1 ........................................................................................... 14

ND-MGL co-purification ................................................................................................... 14

ND self-assembly and isolation ......................................................................................... 15

Proton NMR analysis ......................................................................................................... 15

Densitometry analysis ........................................................................................................ 16

Dynamic Light Scattering .................................................................................................. 16

TEM imaging of nanodiscs ................................................................................................ 16

Page 7: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

vi

Schemes ..................................................................................................................................... 18

Figures ....................................................................................................................................... 20

Membrane Phospholipid Bilayer as a Determinant of Monoacylglycerol Lipase Kinetic Profile

and Conformational Repertoire24 .................................................................................................. 26

Introduction ............................................................................................................................... 27

Results and Discussion .............................................................................................................. 31

Phospholipid bilayer nanodisc characterization .................................................................... 31

Phospholipid bilayer nanodiscs enhance hMGL catalytic activity and substrate affinity ..... 31

hMGL interacts with phospholipid bilayer nanodiscs ........................................................... 33

hMGL interaction with nanodiscs modifies enzyme regional conformation ........................ 34

Covalent hMGL inhibitor modulates enzyme conformation in the presence of nanodiscs ... 37

MD simulations predict hMGL interaction topology with nanodiscs ................................... 38

Conclusions ............................................................................................................................... 40

Materials and Methods .............................................................................................................. 42

Materials ................................................................................................................................ 42

Methods ................................................................................................................................. 42

Purification of recombinant wild-type hMGL ................................................................... 42

MSP1D1 purification ......................................................................................................... 43

Nanodisc self-assembly and isolation ................................................................................ 43

FPLC analysis of nanodiscs incubated with hMGL .......................................................... 43

Determination of hMGL kinetic properties ....................................................................... 44

Peptide-based HX MS analysis .......................................................................................... 45

MALDI-TOF/TOF MS analysis of hMGL covalent modification by AM6580 ................ 46

Computational methods ............................................................................................................. 47

Tables ........................................................................................................................................ 49

Figures ....................................................................................................................................... 50

Supplemental Material .............................................................................................................. 54

Supplemental Tables .............................................................................................................. 54

Supplementary Figures .......................................................................................................... 55

Expression and Purification of Full-length rFAAH and Subsequent Incorporation within the

Nanodisc Model ............................................................................................................................ 57

Introduction ............................................................................................................................... 58

Results and Discussion .............................................................................................................. 60

Page 8: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

vii

Purification of full length rFAAH ......................................................................................... 60

rFAAH incorporation into the nanodisc biological membrane model .................................. 61

In-solution dynamics of rFAAH ............................................................................................ 62

Conclusions ............................................................................................................................... 63

Materials and Methods .............................................................................................................. 64

Materials ................................................................................................................................ 64

Methods ................................................................................................................................. 64

Expression and Purification of rFAAH.............................................................................. 64

Assay of rFAAH activity using AAMCA .......................................................................... 65

Solubilized membrane protein library (SMPL) method for rFAAH nanodisc incorporation

............................................................................................................................................ 65

Coself-assembly of purified rFAAH .................................................................................. 66

Peptide-level HX MS analysis ........................................................................................... 66

Figures ....................................................................................................................................... 68

Supplementary Data .................................................................................................................. 75

Coverage of peptic peptides for rFAAH and MSP1D1 nanodiscs ........................................ 75

Supplementary Figures .............................................................................................................. 76

Acknowledgements ................................................................................................................... 78

Mechanistic Analysis of Human Monoacylglycerol Lipase Inhibition by the Sulfonyl Fluoride-

based Inhibitor AM3506 ............................................................................................................... 79

Introduction ............................................................................................................................... 80

Results ....................................................................................................................................... 83

Covalent inhibition of hMGL, H121S hMGL, and rFAAH by AM3506.............................. 83

Intact mass analysis of hMGL inhibited by AM3506 ........................................................... 83

MALDI-TOF analysis of hMGL and H121S hMGL inhibited by AM3506 ......................... 84

MALDI-TOF MS analysis of the Michael addition reaction ................................................ 85

Conclusions ............................................................................................................................... 86

Materials and Methods .............................................................................................................. 89

Materials ................................................................................................................................ 89

Methods ................................................................................................................................. 89

Expression and purification of hMGL and H121S hMGL ................................................ 89

Interaction of AM3506 with hMGL and H121S hMGL .................................................... 90

Assay of hMGL and H121S hMGL inhibition using AHMMCE...................................... 90

Page 9: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

viii

Intact mass analysis of AM3506-treated hMGL ................................................................ 91

MALDI-TOF MS analysis of tryptic digests (AM3506 hMGL and H121S hMGL) ........ 91

Additions of thiols to the tryptic digest samples of hMGL and H121S hMGL ................. 92

Addition of thiophenol to sulphonylated intact hMGL ...................................................... 92

Schema ...................................................................................................................................... 93

Figures ....................................................................................................................................... 94

Supplementary Data .................................................................................................................. 99

Expression and purification of ΔTM rFAAH ........................................................................ 99

Interaction of AM3506 with ΔTM rFAAH ......................................................................... 100

Assay of ΔTM FAAH inhibition using AAMCE ................................................................ 100

LC/MS ESIMS Intact mass analysis of AM3506-treated ΔTM rFAAH ............................. 100

MS/MS Analysis of rFAAH I250H Tryptic Peptides ......................................................... 101

Assignment of Trypsin Digested Peptides from rFAAH I250H ......................................... 102

Supplementary Figures ............................................................................................................ 103

Acknowledgements ................................................................................................................. 108

Synthesis and Characterization of a Novel, Theranostic, Click-Enabled Nanoplatform ............ 109

Introduction ............................................................................................................................. 110

Results and Discussion ............................................................................................................ 113

TEM imaging to monitor particle synthesis ........................................................................ 113

Dynamic light scattering analysis particle synthesis ........................................................... 113

T2 contrast enhancement as measured by MRI ................................................................... 115

Conclusions ............................................................................................................................. 116

Materials and Methods ............................................................................................................ 117

Materials .............................................................................................................................. 117

Methods ............................................................................................................................... 117

SPIO Synthesis via modified co-precipitation method .................................................... 117

Silica coating of SPIO nanoparticles ............................................................................... 117

THPC-stabilized gold solution synthesis ......................................................................... 118

Particle Seeding ............................................................................................................... 118

Synthesis of LPA ............................................................................................................. 118

Gold Shell Growth ........................................................................................................... 119

Dynamic Light Scattering ................................................................................................ 119

Page 10: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

ix

MRI contrast enhancement .............................................................................................. 119

Schema .................................................................................................................................... 120

Figures ..................................................................................................................................... 122

Acknowledgements ................................................................................................................. 127

Conclusions ................................................................................................................................. 128

Conclusions ............................................................................................................................. 129

References ................................................................................................................................... 133

Appendix ..................................................................................................................................... 144

Page 11: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

x

List of Figures

Fig. 1. Identity and purity of MSP1D1. ........................................................................................ 20

Fig. 2. SDS-PAGE analysis of ND-MGL formation. ................................................................... 21

Fig. 3. Downfield resonances of ND-MGL complex formation using proton NMR. .................. 22

Fig. 4. Densitometry Analysis of ND-MGL Complex. ................................................................ 23

Fig. 5. ND-MGL Association Kinetics as Measured by DLS. ..................................................... 24

Fig. 6. TEM Image of ND-MGL. ................................................................................................. 25

Fig. 1. Localization of conformational changes in hMGL induced by phospholipid bilayer

nanodiscs. ...................................................................................................................................... 50

Fig. 2. Localization of conformational changes in hMGL induced through active-site Ser

carbamylation by the covalent inhibitor, AM6580. ...................................................................... 51

Fig. 3. MD simulation of hMGL interaction with membrane phospholipid bilayer. .................... 52

Fig. 4. Cartoon superposition of the X-ray structure of hMGL (cyan, PDB ID: 3JW8) and the

model of hMGL obtained after 10 ns of MD simulation at a water/phospholipid interface (gray).

....................................................................................................................................................... 53

Fig. S1. Analysis of hMGL ........................................................................................................... 55

Fig. S2. Demonstration that AM6580 covalently inhibits hMGL by carbamylation of the enzyme

’s Ser129 nucleophile. ................................................................................................................ 56

Fig. 1. rFAAH membrane fraction activity tracking using the fluorogenic substrate AAMCA. . 68

Fig. 2. Coomassie stained SDS-PAGE analysis of rFAAH purification from solubilized

membrane fraction. ....................................................................................................................... 69

Fig. 3. FPLC-SEC separation for purified rFAAH. ...................................................................... 70

Fig. 4. FPLC-SEC separation for purified ND-rFAAH. ............................................................... 71

Fig. 5. Coomassie stained SDS-PAGE for ND-rFAAH. .............................................................. 72

Fig. 6. Uptake plots for rFAAH in solution. ................................................................................. 73

Fig. 7. In-solution dynamics for rFAAH (PDB: 1mt5)20. ............................................................. 74

Fig. S1. Coverage map for MSP1D1 in ND-rFAAH samples. ..................................................... 76

Fig. S2. Coverage map for rFAAH in solution. ............................................................................ 77

Fig. 1. Inhibition curves for serine hydrolases using AM3506..................................................... 94

Fig. 2. LC-TOF ESI-MS analysis of hMGL enzyme masses. ...................................................... 95

Fig. 3. MS/MS analysis of hMGL inactivation by AM3506. ....................................................... 96

Fig. 4. H121S hMGL inhibition by AM3506. .............................................................................. 97

Fig. 5. MALDI TOF MS analysis of the conjugate addition of thiophenol and β-

mercaptoethanol (βME) to AM3506-treated hMGL. .................................................................. 98

Fig. S1: LC-ESI MS analysis of hMGL enzyme masses at pH 8.0. ........................................... 103

Page 12: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xi

Fig. S2. Coomassie-stained SDS-PAGE gel for purified, hexa-histidine-tagged ΔTM rFAAH104

Fig. S3. ΔTM rFAAH inhibition by AM3506. .......................................................................... 105

Fig. S4: MS analysis of ΔTM rFAAH inhibition by AM3506. ................................................. 106

Fig. S5: LC-ESI MS analysis ΔTM rFAAH I250H .................................................................. 107

Fig. 1. TEM micrographs of oleic acid stabilized Fe3O4 (SPIO) particles. ................................ 122

Fig. 2. TEM micrographs of SiO2-NH2 coated Fe3O4 (SPIO) particles (Core-Shell) and “

seeded” particles. ...................................................................................................................... 123

Fig. 3. Dynamic light scattering analysis of SPIO-NH2 and seeded nanoparticles. ................... 124

Fig. 4. Dynamic light scattering analysis of fLPA-SPIO@AuNS particles. .............................. 125

Fig. 5. Magnetic resonance images of SC-SPIONs. ................................................................... 126

Page 13: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xii

List of Tables

Table 1. Kinetic parameters for hydrolysis of AHMMCE and 2-AG by hMGL in the presence

and absence of detergent or phospholipid bilayer nanodiscs. ....................................................... 49

Table S1. Peptic peptides common to hMGL in the absence or presence of nanodiscs. .............. 54

Page 14: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xiii

List of Schemes

Scheme 1: Workflow for co-purification of ND-MGL. ................................................................ 18

Scheme 2: Determination of MGL conformation by proton NMR spectroscopy. ....................... 19

Scheme 1: Proposed mechanism of hMGL inactivation by AM3506. ......................................... 93

Scheme 1: fLPA-SPIO@AuNS Synthetic Scheme. ................................................................... 120

Scheme 2: Agar phantoms for MRI contrast enhancement. ....................................................... 121

Page 15: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xiv

List of Abbreviations

(-)MSP

A his-tag cleaved variant of membrane scaffold protein 1D1

2-AG

2-arachidonoylglycerol

βME

Beta-mercaptoethanol

ΔTM-rFAAH

Transmembrane deleted, or truncated rat fatty acid amide hydrolase

AA

Arachidonic acid

AAMCA

N-arachidonoyl 7-amino-4-methylcoumarin amide

ABHD6/12

α-β Hydrolase Domain Containing Enzyme 6/12

ABPP

Activity based protein profiling

AChE

Acetylcholinesterase

AEA

Anandamide

AHMMCE

Arachidonoyl 7-hydroxy-6-methoxy-4-methylcoumarin ester

AMC

7-amino-4-methylcoumarin

Amp

Ampicillin

APTES

(3-Aminopropyl)triethoxysilane

AuNP

Gold nanoparticle

BSA

Fatty acid-free bovine serum albumin

CAN

Acetonitrile

CB

Cannabinoid

CHAPS

3-[(3-Cholamidopropyl)dimethylammonio]-1-

Propanesulfonate

Click chemistry

Azide-alkyne Huisgen cycloaddition

CNS

Central nervous system

CYMAL 6-cyclohexyl-1-hexyl-β-D-maltopyranoside

Page 16: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xv

DAG

Diacylglycerol

DAGL Diacylglycerol lipase

DCC

N, N’-Dicyclohexylcarbodiimide

DCU

N,N'-dicyclohexylurea

DDM

N-dodecyl-beta-D-maltoside

DI

Deionized

DLS

Dynamic light scattering

DMSO

Dimethyl sulfoxide

EA

Ethanolamine

ECB

Endocannabinoid

EDTA

Ethylenediaminetetraacetic acid

EM

Electron microscopy

EPR Enhanced permeability and retention effect

ESI

Electrospray ionization

FAAH

Fatty acid amide hydrolase

fLPA-SPIO@AuNS

Lipoic acid propargyl amide-functionalized superparamagnetic iron

oxide core, gold nanoshell

FPLC

Fast protein liquid chromatography

GBMSDG

Greater Boston Mass Spectrometry Discussion Group

GPCR

G protein coupled receptor

h/rFAAH

Humanized rat fatty acid amide hydrolase

H121S hMGL

Histidine 121 to serine single mutant recombinant human

monoacylglycerol lipase

HEPES 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid

Page 17: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xvi

HMMC 7-hydroxy-6-methoxy-4-methylcoumarin

HPLC

High pressure liquid chromatography

HX MS Hydrogen deuterium exchange mass spectrometry

IGERT

Integrative Graduate Education and Research Traineeship

IMA

Imidazole

IMAC

Immobilized metal affinity chromatography

ImageJ

Image processing and analysis in java software

IPTG

Isopropyl β-D-thiogalactopyranoside

IR

Infrared

Kan

Kanamycin A

LB

Luria Broth

LC-TOF MS

Liquid chromatography time-of-flight mass spectrometry

LDAO

Lauryldimethylamine-oxide

LPA

Dihydrolipoic acid, or lipoic propargyl amide

MALDI-TOF

Matrix-assisted laser desorption ionization-time of flight

MAPK

Mitogen-activated protein kinase

Matrix

α-cyano-4-hydroxycinnamic acid

MD

Molecular dynamics

MGL

Monoacylglycerol lipase

MNPs

Magnetic nanoparticles

MRI

Magnetic resonance imaging

MSP

Membrane scaffold protein

n.d.

Not determined

Page 18: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xvii

NAPE

N-arachidonoyl phosphatidyl-ethanolamine

NCI

National Cancer Institute

ND

Nanodisc

ND-CPX

Nanodisc protein complex

NIH

National Institute of Health

NMR

Nuclear magnetic resonance

NP

Nanoparticle

NSF

National Science Foundation

OD600

absorbance (optical density) of a sample measured at a wavelength

of 600 nm

PDB

Protein data bank

PDI

Polydispersity index

PE

Phosphatidyl-ethanolamine

PMSF

Phenylmethanesulfonylfluoride

POPC

1-palmitoyl-2-oleoylphosphatidylcholine

POPG

1-palmitoyl-2-oleoyl-sn-glycero-3-phosphoglycerol

RARE

Rapid acquisition with relaxation enhancement, aka. rapid spin

echo

rFAAH

Rat fatty acid amide hydrolase

rFAAH I250H

Isoleucine to histidine single mutant rat fatty acid amide hydrolase

RT

Room temperature, approximately 22 °C

SC-SPION

Silica coated superparamagnetic iron oxide nanoparticle

SD

Standard deviation

SDS-PAGE

Sodium dodecyl sulfate polyacrylamide gel electrophoresis

Page 19: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

xviii

SEC

Size exclusion chromatography

SH-PEG/mPEG2000-SH

O-[2-(3-Mercaptopropionylamino)ethyl]-O′-methylpolyethylene

glycol 2,000

SMPL Solubilized membrane protein library

Sol-hMGL

L169S, L176S double mutant human monoacylglycerol lipase

SPIO(N)

Superparamagnetic iron oxide (nanoparticle)

SPIO-NH2

Amine-functionalized, silica coated, superparamagnetic iron oxide

nanoparticles

SPR

Surface plasmon resonance

TEM

Transmission electron microscopy

TeOS

Tetraethyl orthosilicate

TEV Protease

Tobacco etch virus protease

THPC

Tetrakis(hydroxymethyl)phosphonium chloride

TM

Transmembrane domain

TRP

Transient receptor potential

UPLC

Ultra high pressure liquid chromatography

WT hMGL

Wild type recombinant human monoacylglycerol lipase

Page 20: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

1

Introduction

According to the National Cancer Institute, more than 12% of female newborns in the

United States will be diagnosed with breast cancer within their lifetime;1 those with aggressive

forms of the disease, will have less than a 25% chance of surviving 5 years post-diagnosis.1

Without pharmacological intervention, breast cancer will remain a significant global health issue

for the foreseeable future. Currently, a major hurdle in the breast cancer drug discovery initiative

is the identification of highly selective imaging and therapeutic agents for the diagnosis and

treatment of the disease.

The regulation of endocannabinoid signaling has profound effects on the progression of

aggressive/metastatic breast and prostate cancer cell growth, migration, and invasion.2

Monoacylglycerol lipase (MGL), a serine hydrolase that regulates endocannabinoid signaling,

has a typical serine-histidine-aspartate catalytic triad3,4 belongs to the α/β hydrolase family,5 and

is the major enzyme responsible for the hydrolysis of 2-arachidonoylglycerol (2-AG);6 which is

an endocannabinoid that is synthesized and localized in the membrane bilayer.7 Increased tissue

2-AG levels, consequent to pharmacological or genetic MGL ablation, are associated with

preclinical therapeutic benefit against pain,8,9 inflammation,10,11 neurodegenerative disorders,12

psychological stressors,13 nausea/emesis,14 and most notably cancer pathogenesis.2,15

Overexpression of MGL, and the resultant over-hydrolysis of 2-AG, elevates the level of pro-

tumorigenic signaling lipids in cancer cells.2 As such, the development of highly selective

imaging and therapeutic agents for examining functional MGL presents a key step in advancing

our understanding of the complete metabolic role this potential biomarker for breast cancer

plays.

Page 21: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

2

The serine esterase/amidase fatty acid amide hydrolase (FAAH) similarly regulates a

bioactive lipidome by catabolizing cannabinoid and non-cannabinoid compounds,16 including its

primary substrate anandamide (AEA),17 and 2-AG.18 FAAH also regulates signaling through the

transient receptor potential (TRP) ion channels.19 The crystal structures of rat FAAH (rFAAH),20

truncated rFAAH (ΔTM-rFAAH),20,21 and a humanized rFAAH construct (h/rFAAH)22 are

known, but the structural dynamics, and oligomeric states of this enzyme have yet to be

elucidated.

Unlike FAAH, which is anchored by a transmembrane spanning domain,20 MGL

transiently associates with cell membranes.23 To gain a comprehensive understanding of the

mechanism of action of these enzymes, it is vital that we first unravel the impact of this protein-

membrane interaction. Like most lipases, MGL appears to exhibit interfacial activation and

undergoes a transition from a “solution” to a “membrane-associated” conformation, a process

that involves attachment of part of its lid domain to the phospholipid bilayer.24 As a prerequisite

for developing effective small molecule drugs that target MGL and FAAH, it is essential to

probe these conformational and spatial dynamics. Presented here is the determination the kinetics

of MGL hydrolysis in a nanodisc biological membrane mimetic, and the further characterization

of the nanodisc model with use of high resolution imaging techniques, measurement of the

structural dynamics of MGL and rFAAH in nanodiscs using hydrogen-deuterium exchange mass

spectrometry (HX-MS), use a novel “Michael probe” system as a proof-of-concept for a novel

imaging agent which specifically labels active human MGL, and the development of a silica-

coated, super-paramagnetic, iron oxide core/gold shell, theranostic nanoplatform that could be

used to target these proteins and treat metastatic disease.

Page 22: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

3

Chapter 1

Characterization of the Nanodisc Model Using High-resolution Techniques

Page 23: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

4

Introduction

Nanodiscs (NDs), originally described and synthesized by Stephen Sligar et al.25,26 at the

University of Illinois at Urbana-Champaign, are phospholipid bilayers constrained by two

amphipathic membrane scaffold proteins (MSPs). NDs are highly stable in aqueous solution and

are compatible with analytical techniques that are typically limited to soluble proteins (see

review by Malhotra and Alder27). Unlike micelles, bicelles, and liposomes, which traditionally

have been used as in vitro models of biological membranes,28 NDs do not suffer from

aggregation, geometric distortion, or heterogeneity. Nanodiscs are formed through a self-

assembly process whereby detergent-stabilized (usually sodium cholate) phospholipids and

detergent-stabilized membrane proteins are combined with MSP in specific stoichiometric ratios.

Detergent is subsequently removed, catalyzing self-assembly of nanodisc-membrane protein

complexes (ND-CPX) through dialysis or the use hydrophobic-adsorbent beads. ND-CPX

formation is then traditionally confirmed using fast protein liquid chromatography (FPLC)

equipped with a size-exclusion analytical column and sodium dodecyl sulfate-polyacrylamide gel

electrophoresis (SDS-PAGE). This system has been used to aid the study many different

membrane proteins, such as GPCRs25,29,30, pore proteins31,32, enzymes24,33-35, and multimeric

complexes36,37. This represents an invaluable tool for studying these proteins, which make up 20-

30% of the proteome for any given organism,38 especially considering that membrane proteins

make up less than 1% of the crystal structures in the protein data bank (PDB).27

In the current study, we examined the identity and purity of MSP1D1 using FPLC-SEC

and liquid chromatography time-of-flight mass spectrometry (LC-TOF MS) before forming ND-

MGL complexes. The ND-MGL was analyzed using immobilized metal affinity chromatography

(IMAC) co-purification, FPLC-SEC, and SDS-PAGE to confirm complex formation. Nuclear

Page 24: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

5

magnetic resonance (NMR) spectroscopy was also used to confirm the interaction between NDs

and MGL. Densitometric analysis was performed to analyze the stoichiometry of the ND-MGL

complex using our synthetic scheme (ratio of MSP/lipid/MGL/detergent), and dynamic light

scattering (DLS) was used to study the association kinetics of ND-MGL formation. Finally, high

resolution electron microscopy was performed to image ND-MGL.

Page 25: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

6

Results and Discussion

Confirming the identity and purity of MSP1D1

Before proceeding with nanodisc self-assembly, the identity and purity of MSP1D1 was

confirmed using SDS-PAGE, FPLC, and LC-TOF-MS (Fig. 1). The multimeric state of the

protein is important to measure before initiating ND-CPX self-assembly, since MSP readily

forms oligomers. Monomeric MSP1D1 forms NDs more quickly than older, more aggregated

protein (data not shown). Dimers will disaggregate in the presence of cholate in the ND buffer,

but higher order oligomers will not and therefore cannot be used to form NDs. SEC for freshly

purified MSP1D1 shows MSP-monomer as the predominant peak, but significant amounts of

MSP-dimer and trivial amounts of higher order oligomers are also present in the sample (Fig.

1a). SDS-PAGE analysis shows only a single band for purified MSP1D1, indicating that MSP

multimers disaggregate in SDS (Fig. 1a inset). LC-TOF electrospray ionization (ESI)-MS reveals

two predominant masses for MSP1D1, 24,660.6 Da, and 24,716.0 Da (Fig. 1b). The first is the

expected protein mass (± 1 Da) as interpreted from the protein’s amino acid sequence. The

second peak is only present when IMAC purification is carried out using Talon® affinity resin,

not Clontech His60 Ni Superflow™ resin, and most likely represents the addition of a divalent

metal-ion to the 6-His tag, although we did not rule out other possible (+56 Da) chemical

modifications such as addition of a butyl group.

Nanodisc assembly and complex co-purification

Since MGL associates with membranes, but is not tethered to the membrane like many

“membrane-bound” proteins, a co-purification experiment was performed to give additional

proof of complex formation beyond SDS-PAGE analysis of SEC fractions. ND-MGL was

isolated using (Scheme 1). To demonstrate complex formation, untagged MSP1D1 “(-)MSP”

Page 26: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

7

was used for nanodisc complex formation with 6-His tagged, wild-type human MGL (WT

hMGL). (-)MSP does not bind to Talon® cobalt affinity resin, unlike MSP1D1, TEV protease,

and WT hMGL, and (-)MSP clearly separates from uncleaved MSP1D1 on an SDS-PAGE gel

(Fig. 2). Anti-his western blotting showed a clear signal for WT hMGL and no signal for (-)MSP

(data not shown). The pooled and concentrated elution, following nanodisc formation, showed

bands for both WT hMGL, and (-)MSP (Fig. 2). The (-)MSP could only be observed in complex

with MGL. This pooled and concentrated elution contained ND-MGL, ND, and WT hMGL

(which presumably disassociated during SEC), as evidenced by size exclusion chromatography,

and silver stained SDS-PAGE (data not shown), providing direct evidence of complex formation.

In order to select for a population of ND-MGL, rather than ND and WT hMGL in the

disassociated state, an excess of ND should be self-assembled to ensure the ND-MGL

conformation in solution.

NMR analysis of ND-MGL association

MGL shows a distinct pattern of low-field “downfield” resonances (12-18 ppm) in proton

NMR. This pattern, or “fingerprint,” represents a hydrogen bond network that changes when the

enzyme is in an “open” active, or a “shielded” inactive 3-dimentional conformation. By altering

the pH of the aqueous buffer, this conformation can be shifted from open to closed or left in a

dynamic state where the MGL population readily switches between open and shielded (Scheme

2). To determine if the addition of NDs would change the conformation of MGL in solution,

suggesting interaction/complex formation, NDs were titrated into the NMR tube with a mixed

population of MGL (pH 8). Addition of nanodiscs elicited two changes in the downfield

resonance pattern. First, a clear shift from the open to the shielded conformation was observed,

and second, a significant decrease in overall downfield signal was evident (Fig. 3). This result

Page 27: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

8

suggests that MGL in the open conformation was interacting with the NDs. The resultant

complex would be too large to measure by our method for solution-probe proton NMR due to its

slow rate of tumbling39. Therefore, addition of NDs may have served to sequester active protein,

leaving only inactive and uncomplexed MGL available for detection in the NMR tube. This

experiment adds to the preponderance of evidence that suggests NDs and MGL form complexes

in solution.

Densitometry analysis of the stoichiometry for ND-MGL preparation

To determine the stoichiometry of the ND-MGL complex, which was designed to have an

excess of NDs to drive the associated state, densitometry analysis was performed. A ratio of 1

ND-MGL per 6 NDs formed was found for this preparation (Fig. 4a). The MSP1D1 standard

curve had an R2 value of 0.987 (Fig. 4b), and the MGL standard curve had an R2 value of 0.996

(Fig. 4c). This stoichiometry is sufficient for future analysis of this sample, and this

densitometry-based methodology should be used to analyze future ND complexes.

Dynamic Light Scattering analysis of ND-MGL association kinetics

DLS measures particle size based on motion in solution (based on a Brownian motion

assumption) and has been widely used to study protein aggregation40-46. We used this technique

to analyze the association kinetics for ND-MGL complex formation. When NDs were added to a

solution containing WT hMGL, at first widely variant Z-averages (intensity based harmonic

mean particle size) were calculated (Fig. 5). This variance from the mean particle size decreased

steadily over 15 min until a metastable state was achieved (Fig. 5). This suggests that the ND-

MGL complex forms rapidly through a dynamic process of association and disassociation. The

time to achieve this equilibrium is essential to consider before proceeding to analyze ND-MGL

samples.

Page 28: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

9

Imaging ND-MGL using transmission electron microscopy

The fine structure physical of ND-MGL samples was imaged using TEM (Fig. 6). This

representative micrograph shows two, well-formed, POPC/POPG (3/2) ND-MGL complexes.

Due to the destructive nature of TEM sample preparation, and the need for a complete vacuum in

the sample chamber, many NDs were destroyed during this procedure; and as such, misfolded

protein aggregates were visible in the imaging field. For this experiment, negative staining with

the electron dense uranyl acetate was used to create contrast in the image. The stain

accumulates/concentrates along the edges of the NDs creating dark circles, and the stain deposits

on any proteins in complex with the NDs. Therefore, the dark spots within the 10 nm circles

designated by red arrows, are presumed to be MGL in complex with NDs.

Page 29: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

10

Conclusions

In this study, high-resolution imaging techniques were used to analyze the ND membrane

model. After confirming the fidelity of the membrane scaffold protein, we provided evidence

that NDs will form complexes with MGL using a co-purification protocol. These data offer

evidence that hMGL associates with nanodiscs to form an ND-MGL complex with a mean

Stokes diameter slightly greater than either the enzyme or the unassociated nanodiscs.

To characterize further this interaction, a ND-MGL mixture was analyzed using in-gel

densitometry. The stoichiometric ratio of this mixture can be altered by modulating the amount

of MGL in the self-assembly mixture, but a synthetic scheme leading to an excess of blank NDs

was preferred in this situation to drive the ND-MGL associated state, since MGL is not a

membrane bound, or integral membrane protein and can disassociate and reassociate with

biological membranes readily. Dynamic light scattering was then used to determine the length of

time required for complex formation between blank NDs and detergent-free WT hMGL in

solution. The time required to reach a dynamic equilibrium is essential to consider if using this

method for complex formation. We have provided evidence that 15 min is sufficient for this

equilibrium to be reached at room temperature, but 30 min will be used in the future to ensure

the steady state has been reached.

Complexation was also analyzed using NMR spectroscopy. Sol-hMGL gives distinct

NMR spectra, depending on whether it is in the open (active), shielded (catalytically inactive)

form, or a mixture of the two conformation(s). ND-hMGL complexes are too large to measure by

solution probe NMR as their “tumbling time” is too slow, but hMGL that has yet to form a

complex can be detected. We showed that when NDs are titrated into a solution of sol-hMGL,

the NMR-detectable enzyme population is completely in the closed form at a stoichiometric ratio

Page 30: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

11

of ND::MGL 1::32. This may be due to a high-affinity interaction between open hMGL and the

nanodisc. Indeed it has been postulated that hMGL will only disassociate from the membrane

through transition from the open-conformation, membrane-associated complex to the membrane-

dissociated, closed conformation47.

Page 31: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

12

Materials and Methods

Materials

SDS-PAGE supplies, SM-2 biobeads, and Bio Spin columns were purchased from Bio-

Rad (Hercules, CA). Culture media, standard laboratory chemicals, and buffers were purchased

from Fisher Chemical (Pittsburgh, PA) and Sigma Chemical Co. (St. Louis, MO). The plasmid

expressing MSP1D1 was purchased from Add Gene (Cambridge, MA). POPC and POPG were

purchased from Avanti Polar Lipids (Alabaster, AL) as stock solutions in chloroform. 1,2-

Deuterium oxide (>99%) was purchased from Cambridge Isotope Laboratories (Andover, MA).

Methods

Expression and purification of hMGL

Expression and purification of hMGL followed the following procedure. A single E. coli

BL21 (DE3) colony, containing pET45His6hMGL plasmid, was used to inoculate 20 mL of

Luria broth medium containing ampicillin (100 µg/mL) and was grown overnight at 37°C with

shaking (~250 rpm). The following day, 10 mL of the overnight culture was used to inoculate 1

L of fresh Luria broth-AMP100 and allowed to grow until the culture reached an OD600 of 0.6.

Protein expression was induced with isopropyl β-D-thiogalactopyranoside (IPTG) to a final

concentration of 1 mM and the temperature lowered to 33°C. Following a 4 hr. induction, the

cells were collected by centrifugation at 5000 x g for 10 min at 4°C and stored at –80°C. For

purification, the frozen pellet was thawed on ice, re-suspended in lysis buffer (50 mM Tris, 100

mM NaCl, 1% Triton X-100, pH=8.0) and sonicated on ice. The cell lysate was then centrifuged

at 30,000g for 30 min at 4°C. The supernatant was added to 0.5 mL (bed volume) of Cobalt-

NTA resin (Clonetech) pre-equilibrated with lysis buffer and mixed for 1 hr. at 4°C. The

suspension was transferred to a gravity-flow column and washed with 20 mL lysis buffer, then

Page 32: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

13

with 10 mL of lysis buffer containing 10 mM imidazole. Finally, hMGL was eluted with 3mL of

lysis buffer containing 250 mM imidazole and the purity was checked with SDS-PAGE.

Expression and purification of MSP1D1

MSP1D1 growth and expression was carried out according to the protocol published by

Bayburt et al.48 In brief, a single colony of E. coli BL21 Gold (DE3) expressing the pET28a

plasmid with the MSP1D1 gene was grown in 30 mL LB-kan30 until an OD600 of 0.5-1 was

achieved (~4-5 h.), then the inoculum was kept at 4 °C overnight. 1 L of 37 °C TB-kan10 was

then inoculated with 20 mL of the overnight culture. The cells were induced with 1 mM IPTG at

OD600 of 2.5 to 3.0 (~4-5 h.). 1 hr. post-induction, the temperature was reduced to 28 °C.

Approximately 3.5-4 h post-induction, cells were collected by centrifugation at 8 k x g for 15

min. and cell pellets were stored at -80 °C.

For purification, 2 g cell pellets were lysed by sonication in 20 mL of lysis buffer (20

mM NaH2PO4 with 1% Triton X-100, and 1 mM fresh PMSF, pH 7.4).The sonicate was

centrifuged at 30 k x g for 30 min at 4 °C. The supernatant was then added to Clontech His60 Ni

Superflow™ resin and purified using the manufacturer’s instructions. In brief, equilibrated beads

(0.5-1 mL bed volume) were incubated on a rotator with the MSP1D1 supernatant for 1 hr. at 4

°C, then transferred to a gravity flow column where they were washed with 10-20 bed volumes

of lysis buffer, then 10-20 bed volumes of ND buffer (20 mM Tris/HCl, pH 7.4, containing 100

mM NaCl, 0.01% NaN3 and 50 mM cholate), then 10-20 bed volumes of ND buffer without

cholate, the 10 bed volumes of ND buffer without cholate, with 30 mM imidazole. MSP1D1 was

eluted in fractions (1 bed volume each) of ND buffer without cholate, with 300 mM imidazole.

The fractions were pooled and dialyzed overnight against 1,000 X v/v ND buffer without

cholate. The dialyzed protein was then concentrated using 10 kDa cutoff Amicon® Ultra

Page 33: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

14

centrifugal filter units, to 100 µL and stored at 4 °C for immediate use, or at -80 °C for long-term

storage. Purity was checked with SDS-PAGE, and concentration measured by Pierce® 660 nm

protein assay (Thermo Scientific) before use.

LC-TOF analysis of MSP1D1

A Waters LCT-Premier mass spectrometer was used to determine the intact mass of

MSP1D1. The instrument was calibrated with 500 fmol/mL horse myoglobin (Sigma-Aldrich)

before and after reach run. Instrument conditions were as follows: source temperature, 80°C;

desolvation, 175°C; capillary voltage, 3200 V; and cone voltage, 35 V. Dialyzed, detergent-free

MSP1D1 samples in ND buffer without cholate (200 pmol) were injected onto a self-packed

POROS 20 R2 2 mm x 20 mm trap column which traps the protein but allows buffer salts

through. Samples were manually desalted with an appropriate (>5 x the volume of the sample)

volume of 0.1% formic acid in H2O. The desalted protein was then eluted from the column with

a 15-75% gradient of acetonitrile containing 0.05% TFA at flow rate 50 µL/min in 4 min.

ND-MGL co-purification

Tabaco etch virus (TEV) protease was used to remove the 6-his tag from MSP1D1 using

the manufacturer’s (Sigma-Aldrich) protocol. In brief, MSP1D1 in ND buffer without cholate

was diluted to 1-2 mg/mL in dialysis buffer (25 mM Tris-HCL, pH 8.0 containing 200 mM

NaCl). TEV protease was added at a ratio of 1:100 (w/w) TEV/MSP1D1. This mixture was

dialyzed against 4 L of dialysis buffer at 4 °C overnight. MSP1D1 and TEV protease were

removed by IMAC using Talon® resin according to the manufacturer’s protocol, and (-)MSP

was spin-concentrated as described previously. Purity of (-)MSP was measured by SDS-PAGE

and concentration was determined by absorption at λ 280 using the molar absorptivity constant

18,200. ND assembly was performed with a (-)MSP/POPC/POPG/WT hMGL/cholate/Triton X-

Page 34: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

15

100 ratio of 1/47/31/0.31/156/0.5%. The mixture was incubated for 1 h on ice, and cholate

detergent was removed during a gentle 10 hr. rotation with SM-2 biobeads at 4°C. IMAC

purification was then performed using Talon® resin according to the manufacturer’s protocol to

isolate WT hMGL and ND-MGL. Pooled eluent was purified by size-exclusion chromatography

with an Amersham-Pharmacia AKTA FPLC Protein Purifier System (GE Healthcare Life

Sciences, Pittsburgh, PA) on a Superdex 200 10/300 column eluted with 20 mM Tris–HCl, pH

7.4, containing 100 mM NaCl and 0.5 mM EDTA at 0.5 mL/min. Column eluate absorbance was

monitored at 280 nm, and SDS-PAGE was used to evaluate the purity of the fractions.

ND self-assembly and isolation

Purified MSP1D1 in ND buffer was added to a solubilized mixture of 1-palmitoyl-2-

oleoylphosphatidylcholine (POPC)- 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphoglycerol (POPG)

(3:2 molar ratio) with sodium cholate, and the final molar ratio was adjusted to 1:78:200

(MSP1D1:phospholipid:sodium cholate). NDs were formed and purified as described above.

FPLC fractions containing purified NDs were collected and concentrated for experimental use.

ND concentration was calculated form the absorbance at 280 nm and the MS1D1 molar

extinction coefficient 21,000, accounting for two MSP1D1 molecules per disc.

Proton NMR analysis

L169S, L176S double hMGL mutant (sol-hMGL) was expressed and purified as hMGL

(above) and used for detergent-free solution NMR study. NMR analysis was performed

according to the protocol developed by Karageorgos et al.49 In brief, Enzyme samples for NMR

were prepared in a solution of 93% H2O–7% D2O (v/v) containing 50 mM Tris, 100 mM NaCl,

pH 8.0. sol-hMGL protein concentration was 200 mM and NDs in the same buffer were titrated

in at a molar ratio of ND/sol-hMGL of 1/64 or 1/32.

Page 35: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

16

All 1D 1H NMR spectra were obtained at 37 °C on a 700-MHz Bruker AVANCE II

NMR spectrometer equipped with a 5 mm triple resonance probe. NMR spectra for low-field

exchangeable protons were recorded using the 1331 pulse sequence with the excitation

maximum at 16 ppm to minimize water excitation at 4.7 ppm. Acquisition was performed with a

901 flip angle, recycle delay 0.6 s, and 32 K data points for 4 K scans. Data were processed and

analyzed using the Topspin 2.1 software package (Bruker). Exponential weighting resulting in a

30 Hz line broadening was applied. The proton chemical shift values were directly referenced to

4,4-dimethyl-4-silapentane-1-sulfonic acid at 0 ppm.

Densitometry analysis

Nanodisc samples, and controls (MSP and MGL at known concentrations) were separated

by SDS-PAGE and stained with Comassie. Gel images were acquired using an Alpha Innotech

FluorChem SP MultiImage™ light cabinet. Images were processed using Image Processing and

Analysis in Java (ImageJ) software freely available here: http://imagej.nih.gov/ij/ from the

National Institute of Health (NIH).

Dynamic Light Scattering

DLS experiments were carried out on a Malvern Zetasizer Nano-S (Malvern Inc., UK)

instrument. Samples containing ND and detergent-free WT hMGL in ND buffer were added in a

2/1 (ND/MGL) stoichiometric ratio in the DLS cuvette at 25 °C. Readings were recorded every

15 sec for 15 min and Z-average (the intensity-based harmonic mean particle size) values were

calculated using the Malvern software, version 6.

TEM imaging of nanodiscs

A single drop of nanodisc-containing solution was added to a carbon-coated, copper,

TEM square-grid (Agar Scientific). This drop was allowed to dry for 1 min, and then excess

Page 36: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

17

buffer was wicked away using Whatman #4 filter paper. The sample was negatively stained with

a 1.5% uranyl acetate or phosphotungstic acid solution in DI water. The grid was then washed 3

times with DI water and dried completely before imaging using a JEOL JEM-1010 general

purpose transmission electron microscope, with digital image acquisition operated at 75 kV.

Page 37: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

18

Schemes

Scheme 1: Workflow for co-purification of ND-MGL.

a) Purification and concentration of untagged MSP1D1. [inset: in red, the residues cleaved by

TEV protease, in black, the sequence of (-)MSP1D1]. b) Formation of ND-MGL using (-

)MSP1D1 and the subsequent co-purification of the complex using IMAC for the 6-His tag on

WT hMGL and SEC.

Page 38: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

19

Scheme 2: Determination of MGL conformation by proton NMR spectroscopy.

(Scheme provided by Sergiy Tyukhtenko49) MGL exists in solution in two defined states, open

(active) and shielded (closed) which have distinct downfield resonance patterns. The

conformation of MGL can be controlled by changing the pH of the aqueous buffer.

Page 39: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

20

Figures

Fig. 1. Identity and purity of MSP1D1.

(a) FPLC chromatogram for MSP1D1 showing multimeric state. [Inset: pure MSP1D1 SDS-

PAGE image] (b) LC-TOF ESI-MS chromatogram showing intact mass of MSP1D1 [Inset:

signal to noise ratio was 67]

Page 40: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

21

Fig. 2. SDS-PAGE analysis of ND-MGL formation.

4 µL of prestained SDS-PAGE standards #161-0318 ladder were added to lanes 1 and 15. Lane

2: MSP1D1, Lane 3: MSP1D1 and TEV protease, Lane 4: wash, Lane 5: his tag cleaved

MSP1D1, Lane 6: concentration of his tag cleaved MSP1D1, Lane 7: ND formation mixture,

Lane 8: unbound fraction, Lane 9: pooled elution, Lane 10: concentration of pooled elution, Lane

11: WT hMGL, Lane 12: Talon® resin from MSP cleavage protocol, Lane 13: Talon® resin

from complex isolation wash, Lane 14: Talon® resin from complex isolation

Page 41: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

22

Fig. 3. Downfield resonances of ND-MGL complex formation using proton NMR.

Lane 1: Downfield resonance “fingerprint” for “open” conformation MGL. Lane 2: Fingerprint

for MGL at pH 8.0 showing a mixture of open and “shielded” conformations. Lane 3:

Fingerprint for MGL with ND added at a stoichiometric ratio of 1 to 64. Lane 4: Fingerprint for

MGL with ND added at a stoichiometric ratio of 1 to 32.

Page 42: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

23

Fig. 4. Densitometry Analysis of ND-MGL Complex.

a) SDS-PAGE gel showing 4 µL of prestained SDS-PAGE standards #161-0318 ladder, empty

NDs, ND-MGLs, and MSP/MGL standards. b) Standard curve for MSP1D1. c) Standard curve

for WT hMGL. d) ImageJ densitomograms for the corresponding cyan squares in panel a.

Page 43: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

24

Fig. 5. ND-MGL Association Kinetics as Measured by DLS.

Complex association is highly dynamic, but a metastable (low variance from the linear

regression trend line of Z-average vs. time) state is achieved within 15 minutes. Inset:

normalized trend line representing dynamic instability reaching metastability over time.

Page 44: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

25

Fig. 6. TEM Image of ND-MGL.

Negative stained (1.5% uranyl acetate solution) image of ND-MGL. Red arrows show ND-MGL.

Inset: 100 nm scale bar.

Page 45: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

26

Chapter 2

Membrane Phospholipid Bilayer as a Determinant of Monoacylglycerol Lipase

Kinetic Profile and Conformational Repertoire24

Page 46: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

27

Introduction

A member of the α/β serine-hydrolase superfamily, monoacylglycerol lipase (MGL) is a

lipid hydrolase featuring a characteristic serine (Ser122)-histidine (His269)-aspartic acid (Asp239)

catalytic triad.50 MGL is primarily responsible for deactivating 2-arachidonoylglycerol (2-AG),

the predominant endocannabinoid signaling lipid in the central nervous system, which is

synthesized on-demand from membrane phospholipid precursors.23,51,52 The hydrolysis of 2-AG

by MGL also links the endocannabinoid and eicosanoid signaling systems by generating

arachidonic acid precursor for eicosanoid biosynthesis.50,52 Since 2-AG acts as a full agonist

capable of activating both principal 7-transmembrane cannabinoid receptors, designated CB1R

and CB2R, MGL represents a major control point for 2-AG-mediated cannabiniergic

transmission that influences myriad (patho)physiological processes from psychobehavioral status

to energy metabolism.53,54 Increased tissue 2-AG levels consequent to pharmacological or

genetic MGL ablation are associated with preclinical therapeutic benefit against pain,8,9

inflammation,10,11 neurodegenerative disorders,12 psychological stressors,13 nausea/emesis,14 and

cancer pathogenesis.2,15 Although protracted MGL inhibition invites functional CB1R

desensitization in rodents,55 such salutary results in preclinical disease models have helped

validate MGL as a drug target, focusing interest on the design and application of temporally-

tuned human MGL (hMGL) inhibitors as medicines capable of elevating 2-AG tone and,

indirectly, CB1R transmission to therapeutic levels with less risk of inciting the adverse events

observed with systemic application of direct CB1R agonists.56,57

Lipases are acyl hydrolases that cleave long-chain triacylglycerols at the boundary

between aqueous and lipid-substrate phases, and their biocatalysis is activated at the interface.

The interfacial potentiation of lipolysis has been attributed to factors such as increased local

Page 47: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

28

substrate concentration in close proximity to the enzyme and optimized orientation of

triacylglycerol scissile ester bonds.58 Many lipases feature a lid domain that regulates substrate

access to the binding pocket/active site,59 and crystallographic data have supported inference

that lipase structural changes upon association between the enzyme’s lid region and the boundary

of a lipid matrix also contribute to interfacial lipase activation. Atomic-level analysis of

Rhizomucor miehei lipase, for example, suggested that this enzyme’s activation-associated

conformational change reflects a hinge-type motion involving displacement of its lid domain so

as to enhance the hydrophobic area for both enzyme interaction at the lipid interface and

substrate binding.60 The mechanism of other lipases appears to involve more complex motions of

multiple enzyme helices upon association with triacylglycerol substrate.61 Several studies have

demonstrated that 2-AG hydrolytic activity is found at varying proportions between membrane

and soluble tissue subfractions, depending upon cell/tissue type. In mouse brain, 2-AG hydrolase

activity is primarily (~90%) membrane-associated,23 whereas in rat macrophages and

gastrointestinal tract MGL activity is enriched in the cytosol.62,63 The enzymatic properties of

cytosolic and membrane-associated MGL differ as well: in rat gastrointestinal tissue, the latter is

less sensitive to pharmacological inhibition.63 These collective data have invited the hypothesis

that, in situ, MGL interacts reversibly with cell membranes, allowing the enzyme to extract 2-

AG substrate from membrane-associated pools and into its hydrophobic substrate-binding pocket

containing the catalytic triad, thereby facilitating substrate engagement.50

Recent X-ray analyses of apo and liganded hMGL variants have suggested a mechanistic

rationale for this hypothesis.47,64,65 Reminiscent of many other lipid hydrolases, the (h)MGL

active site is gated by a flexible lid domain positioned to shield the entrance to the enzyme’s

substrate-binding pocket and thereby regulate substrate access to the catalytic center. A

Page 48: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

29

comparison of the crystal structures of apo-hMGL and hMGL in complex with a reversible

inhibitor has supported the view that the hMGL lid domain also participates in anchoring the

enzyme reversibly to the cell membrane during the catalytic cycle and in structural

rearrangements upon inhibitor binding, eliciting a shift from an “open” apo-enzyme to a

“closed,” ligand-bound form in which the active site is shielded.47,64 In contrast to this purported

mechanism, a crystal structure of hMGL covalently bound to a serine-reactive carbamylating

agent displayed an open-- not closed-- conformation.65 Thus, although static representations of

unique states of apo- and liganded-hMGL variants are available at atomic resolution, ambiguities

remain concerning the structural and functional ramifications of hMGL-membrane interaction.

In the current study, we have chosen to examine this issue by using purified recombinant

hMGL and phospholipid bilayer nanodiscs. A nanodisc is a discoidal form of high density

lipoprotein composed of a nanometer-sized phospholipid bilayer surrounded by two α-helical

membrane scaffold proteins (MSPs).66 Nanodiscs represent a unique, water-soluble biomimetic

system for studying membrane-associated proteins, for monodisperse nanodiscs do not suffer

from the propensity for aggregation, geometric distortion, and heterogeneity characteristic of

other structured lipid platforms such as micelles, bicelles, and liposomes.67,68 In conjunction with

a nanodisc-hMGL reconstitution system, we have used hydrogen exchange mass spectrometry

(HX MS) and molecular dynamics (MD) simulation as conformational-analysis methods to gain

insight into membrane influence on hMGL catalysis, structure, and ligand engagement. Peptide-

level HX MS involves experimental quantification of protein amide-hydrogen exchange with

heavier deuterium isotope in D2O media, the extent and kinetics of deuteration in peptide

fragments generated through digestion of the intact protein reflective of the regional solvent

accessibility of the protein as a proxy for protein conformational state and dynamics.69 MD

Page 49: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

30

simulation is a computational approach toward modeling protein structure, dynamics, and

interactions.70 Our data constitute evidence indicating that hMGL interaction with the nanodisc

phospholipid bilayer involves a transition from a solution to a membrane-associated

conformation, as evidenced primarily by structural changes in the major helical component

(helix α4) of the hMGL lid domain and neighboring regions. These conformational changes may

help stabilize an open hMGL conformation at the membrane-water interface, facilitate hMGL-

ligand (substrate, inhibitor) interaction, and enhance catalysis.

Page 50: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

31

Results and Discussion

Phospholipid bilayer nanodisc characterization

Nanodiscs are formed through a controlled self-assembly process from a defined molar

ratio of phospholipid micelles in detergent and a stabilizing MSP to yield monodisperse,

nanometer-size discoidal phospholipid bilayers encircled by the MSP, whose length defines the

diameter of the disc.66,71 For this study, purified scaffold protein MSP1D166 was mixed with

micelles composed of sodium cholate and either 1-palmitoyl-2-oleoyl-sn-glycero-3-

phosphocholine (POPC) only or a 3:2 molar ratio of POPC and 1-palmitoyl-2-oleoyl-sn-glycero-

3-phosphoglycerol (POPG). From an initial MSP1D1:phospholipid:sodium cholate molar ratio

of 1:78:200, gradual detergent removal was used to effect component assembly. The resulting

nanodiscs, as isolated by fast protein liquid chromatography (FPLC) on a calibrated size-

exclusion column, evidenced the expected66,72 Stokes hydrodynamic diameter of ~10 nm (Fig.

S1a, red) and by SDS-PAGE contained MSP1D1 as the sole protein component (Fig. S1b, red),

substantiating the purity and integrity of our nanodisc preparation

Phospholipid bilayer nanodiscs enhance hMGL catalytic activity and substrate affinity

Diacylphosphoglycerides such as POPC and POPG are not MGL substrates,50,52 and the

charged head groups of bilayer phospholipids typically endow the surface of biological

membranes with a net negative charge.73 These considerations, along with MGL’s membrane

association observed in various tissues,23,62,63 led us to examine initially whether anionic

phospholipid bilayer nanodiscs containing a 3:2 POPC:POPG molar ratio might influence the

kinetic properties of hMGL, the recombinant enzyme expressed and purified as previously

detailed by this laboratory.74

Page 51: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

32

As compared to hMGL in aqueous Tris buffer, the presence of POPC/POPG nanodiscs

increased by ~3-fold the enzyme’s rate of hydrolysis (Vmax) of the fluorogenic reporter substrate,

arachidonoyl 7-hydroxy-6-methoxy-4-methylcoumarin ester (AHMMCE),74,75 and enhanced by

~2.5-fold the enzyme’s affinity for this substrate (Km) (Table 1). The POPC/POPG nanodiscs

elicited a similar enhancement of hMGL kinetic properties for hydrolysis of the enzyme’s natural

endocannabinoid substrate, 2-AG (Table 1). Nanodisc enhancement of hMGL substrate turnover

and affinity was independent of phospholipid bilayer charge, since charge-neutral POPC-bilayer

nanodiscs increased hMGL Vmax and decreased its Km to extents comparable to those of anionic

POPC/POPG nanodiscs (Table 1). Although the nonionic surfactant Triton X-100 can serve as a

hydrophobic phase that helps solubilize both lipases and their triacylglycerol substrates to elicit

apparent lipase activation,76 we found that Triton X-100 at a final concentration of 0.05 mM (i.e.,

~ 2-fold its critical micelle concentration76) did not affect hMGL substrate affinity and increased

hMGL substrate turnover by ~1.5-fold relative to the enzyme in buffer alone (Table 1). Thus,

Triton X-100 micelles affected hMGL’s Vmax only modestly as compared to the enhanced effect

of either negatively-charged or charge-neutral phospholipid bilayer nanodiscs on both hMGL

Vmax and Km.

The coincident enhancement of hMGL activity and substrate affinity induced by

phospholipid-bilayer nanodiscs suggests that these biomembrane mimetics facilitate hMGL

interaction with 2-AG or AHMMCE in a manner distinct from merely serving as a solubilization

depot for hydrophobic substrate, since quantitatively parallel effects in hMGL kinetic properties

were not induced by detergent micelles. Since both anionic and charge-neutral nanodiscs

enhanced hMGL activity and substrate affinity (Table 1), it is tempting to hypothesize that

hydrophobic interactions between the structured nanodisc phospholipid bilayer and hMGL may

Page 52: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

33

form and establish an interfacial microenvironment that enhances hMGL kinetic properties

underpinning by facilitating 2-AG/AHMMCE diffusion from the membrane into the enzyme’s

open, hydrophobic substrate-binding pocket.

hMGL interacts with phospholipid bilayer nanodiscs

Our hypothesis that a hydrophobic association between hMGL and phospholipid bilayer

nanodiscs enhances the enzyme’s kinetic properties is congruent with the concept that physical

interaction between the hydrophobic lid region of lipases with an α/β hydrolase fold and their

lipid-phase substrates helps govern lipase catalysis by influencing substrate supply/accessibility,

orientation, and partitioning from the lipid phase to the enzyme’s substrate-binding pocket.58,77

The paradigm for interfacial effects on lipase activity extends to conformational rearrangement

of the enzyme’s lid domain as a mechanism for gating substrate access to the active site.59 These

concepts led us to probe experimentally whether hMGL associates with the nanodiscs

themselves. For this purpose, we analyzed the POPC/POPG nanodisc and hMGL preparations

themselves and an hMGL-nanodisc mixture by size-exclusion FPLC. The results demonstrate

that two distinct nanodisc-containing populations with similar, but differentiable, Stokes

hydrodynamic diameters are resolvable from hMGL itself (Fig. S1a, green), the hMGL-nanodisc

mixture (Fig. S1a, black) evidencing a mean Stokes diameter greater than the nanodiscs alone

(Fig. S1a, red). Only the hMGL-nanodisc mixture contained both MSP1D1and hMGL protein

(Fig. S1b). These data offer provisional evidence that hMGL associates with nanodiscs to form

hMGL-nanodisc complexes having a mean Stokes diameter greater than either the enzyme or the

nanodiscs.

Page 53: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

34

hMGL interaction with nanodiscs modifies enzyme regional conformation

We next investigated experimentally whether phospholipid bilayer nanodiscs influence

hMGL conformation in the two regions of α/β lipid hydrolases that are most critical for substrate

interaction and turnover: the lid and the substrate-binding pocket/active site domains.58,59,77 For

this purpose, we used peptide-level HX MS to compare the kinetics with which these hMGL

regions exchange amide hydrogens for heavier deuterium isotope (i.e., the degree of solvent

accessibility) when the intact, functional enzyme is incubated in D2O medium in the presence or

absence of POPC/POPG nanodiscs. Deuterium uptake into hMGL was monitored over

incubation periods of 10 sec to 4 h, after which times pepsin hydrolysates were generated and

analyzed by MS to determine the extent of hMGL deuteration in peptides within the enzyme’s

lid domain and substrate-binding pocket. At a given pH and temperature, deuteration rate is

modulated by protein conformational properties: rapid deuterium exchange is characteristic of

more disordered, solvent-exposed protein regions. Conversely, slower, limited exchange

indicates a more compact, solvent-shielded protein state.69 The difference between deuterium

incorporation into hMGL peptides in the absence or presence of phospholipid-bilayer nanodiscs

serves as proxy for nanodisc structural impact on the enzyme. Since peptide-level HX MS

readout is based on the masses of peptides assignable to the protein under study (here, hMGL),69

the presence of MSP1D1 in some hMGL samples does not interfere with HX MS analysis of the

enzyme itself.

Supplementary Table S1 lists the common peptic peptides identified through electrospray

ionization-MS/MS (ESI-MS/MS) from three independent hMGL preparations for enzyme in the

absence or presence of nanodiscs, along with the maximum possible deuterium incorporation for

each respective peptide. This peptide subfamily includes peptic peptides representing the hMGL

Page 54: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

35

lid and substrate binding pocket/active site domains that are the focus of the current study.

Specifically, residues 101-137 have been localized to the bottom of the substrate-binding pocket

and encompass the catalytic-triad Ser.64,65 Residues 158-191 span what has been considered apo-

hMGL’s lid domain, with residues 166-178 encompassing helix α4, which is flanked by residues

158-165 (leading from sheet β6 into helix α4) and residues 179-191 (loop conjoining helices α4

and α5).64,65 Residues 217-223 encompass helix α6 which, along with residues 224-241, are in

the vicinity of the active site.64,65

The peptide-level HX MS results for the hMGL lid domain and substrate-binding

pocket/active-site region are plotted in Fig. 1a, and the peptides considered are highlighted in the

hMGL structure representation (PDB ID: 3JW8)47 in Fig. 1b. The limited, gradual deuteration of

peptides 101-125 and 126-137 indicates that the distal region of the substrate binding pocket

containing catalytic Ser129 maintains only modest solvent exposure whether nanodiscs are

present or not and is likely a stable structural element of the enzyme without significant

breathing/unfolding motions. Peptide 224-241 was likewise shielded from solvent, but appeared

somewhat dynamic, since it acquired significant deuterium over time to become labeled to 46%

of maximum by 10 min, regardless of the presence of nanodiscs. Deuterium uptake into hMGL

lid-domain peptides 158-166, 166-178, and 182-191 was extremely rapid, indicative of high

solvent exposure. Within the lid domain, however, deuteration of peptide 166-178 constituting

helix α4 was markedly suppressed before 10 min in the presence of nanodiscs and increased

thereafter to parallel the peptide’s deuterium uptake in the absence of nanodiscs. Yet the

deuterium exchange in hMGL peptides 158-166 and 182-191 flanking helix α4 was unaffected

by the nanodiscs. A nanodisc-induced suppression of deuterium uptake into peptide 217-223

(i.e., helix α6) was also evident with an even more protracted approach to maximal deuteration

Page 55: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

36

than was observed for the influence of nanodiscs on lid-domain helix α4. Especially as compared

to hMGL helices α4 and α6, other hMGL peptic peptides identified but not considered in Fig. 1

generally evidenced modest deuterium uptake that remained unaffected by the phospholipid

bilayer nanodiscs (data not shown). This latter observation is congruent with the ordered,

shielded nature of the core of eukaryotic α/β-hydrolases across species,78 a characteristic shared

by apo-hMGL, as evident in a refined homology model of the enzyme79 and the finding that

wild-type apo-hMGL and unliganded variants crystalize as compact globular proteins.64,65

The nanodisc-induced suppression of deuterium uptake by hMGL helix-α4 peptide 166-

178 along with the nanodisc’s enhancement of hMGL reaction velocity and substrate affinity

suggest that this region of the enzyme’s lid domain associates with the nanodisc phospholipid

bilayer, the interaction serving both to shield this lid region from solvent and facilitate access of

lipid substrate to the lid-gated ligand-binding pocket. By analogy with other lipases,59 it has been

speculated that, in situ, hMGL substrate diffuses into the enzyme’s binding site from a

biomembrane pool by virtue of hMGL-membrane association.23,47,50,52,64,65 To the authors’ best

knowledge, the present study provides the first experimental evidence supporting such a

mechanism for hMGL. As observed for hMGL helix α4 peptide 166-178, nanodiscs acutely

suppressed deuteration of helix α6 peptide 217-223 which is localized near the active site,64,65

suggesting that hMGL interaction with the nanodisc phospholipid bilayer hinders the solvent

accessibility of this enzyme region also. Nanodisc shielding of the hMGL active-site region may

also be appreciated from the less dynamic and more protected nature of peptide 224-241 (as

indicated by its attenuated deuterium uptake) in the presence of nanodiscs. Collectively, these

data indicate that hMGL association with phospholipid bilayer nanodiscs influences hMGL

conformation within the enzyme’s lid domain and the vicinity of its active site.

Page 56: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

37

Covalent hMGL inhibitor modulates enzyme conformation in the presence of nanodiscs

Potent MGL inhibitors share intrinsic lipophilicity with both the hMGL endocannabinoid

substrate, 2-AG, and the reporter substrate, AHMMCE.9,10,15,50,52,53,56,57 In light of our

demonstration that phospholipid bilayer nanodiscs enhance hMGL kinetic properties and induce

enzyme lid-domain and active-site conformational changes consonant with hMGL-nanodisc

association, we used HX MS to determine the potential influence of a small-molecule inhibitor

on these hMGL regions in the presence of POPC/POPG nanodiscs. For this purpose, we selected

AM6580 (Fig. 2a) as being representative of the principal class of covalent hMGL inhibitors,

agents with the potential to carbamylate the enzyme’s catalytic serine.50,57 We previously

demonstrated that AM6580 inhibits hMGL with nanomolar potency75 and now provide evidence

from matrix-assisted laser desorption ionization-time of flight (MALDI-TOF/TOF) MS

substantiating that AM6580’s fluorenyl piprazine moiety covalently modifies hMGL catalytic

Ser129, resulting in the expected hMGL mass increase of 277 Da (Fig. S2).

In the presence of phospholipid bilayer nanodiscs, AM6580 did not influence deuterium

uptake into the hMGL lid domain (peptides 158-166, 166-178, and 182-191) (Fig. 2b). In

contrast, carbamylation of hMGL Ser129 by AM6580 significantly reduced deuterium uptake in

the vicinity of the enzyme’s active site [i.e., peptides 217-223 (helix-α6), 224-240, and 242-256

(from sheet β7 to helix α7 and including Asp246 in the catalytic triad)].64,65 Interaction between

the AM6580-derived fluorenyl moiety and hydrophobic residues in carbamylated hMGL may be

responsible for shielding helix-α6 peptide 217-223, as suggested by docking the fluorenyl

piprazine moiety from AM6580 into the active site of the hMGL structure representation PDB

ID: 3JWE65 (Fig. 2c). The fluorenyl piprazine group covalently attached to hMGL Ser129 may

also render the enzyme’s active-site region more rigid and less dynamic. Notably, in the presence

Page 57: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

38

of nanodiscs, deuterium uptake by the helix-α4 lid peptide (residues 166-178) was the same

whether hMGL was inhibited or not (Fig. 2b), suggesting that the inhibitor enters the enzyme’s

substrate-binding pocket from the nanodisc phospholipid bilayer via a membrane-associated lid,

the inhibited enzyme remaining associated with the nanodisc in an open conformation.

MD simulations predict hMGL interaction topology with nanodiscs

As a computational approach for characterizing further the conformational impact of

hMGL membrane interaction, we next performed MD simulations with POPC/POPG nanodiscs

and hMGL modeled from the X-ray structure of wild-type hMGL (PDB ID: 3JW8)47 in an open

conformation. Following 10 ns of MD simulation, significant components of the hMGL lid

region were found to interact with the bilayer. Lid-domain helix α4 penetrated into the nanodisc

phospholipid bilayer, whereas helix α6 in the vicinity of the lid evidenced a less intimate

membrane association, whether the enzyme was in its unliganded apo form (Fig. 3a), or

carbamylated by AM6580 inhibitor (Fig. 3b).

Superposition based on Cα positions of the starting hMGL model with hMGL after 10 ns

of MD simulations revealed that the majority of Cα atoms could be superimposed with very little

difference, whereas helices α4 and α6 displayed large variations after 10 ns simulations (Fig. 4).

Helix α4 rotated 31° counter-clockwise in the same plane away from the hMGL active-site

opening, resulting in the helix α4 ends being separated by a distance of 5.5Å. Helix α4 rotation

was accompanied by simultaneous motion of the loop region connecting helices α4 and α5

(residues 177-192).64,65 In particular, residues Leu179 and Ile182 shifted and were present as

different rotamers, substantially altering the hMGL active-site conformation. Helix α6 has

rotated 22° counter-clockwise in the same plane away from the active site. The net result of these

Page 58: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

39

collective conformational changes is an increased opening of the hMGL substrate-binding pocket

and accessibility of the active site.

Page 59: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

40

Conclusions

Crystallographic analyses of various apo and liganded hMGL variants47,64,65 have

furnished atomic-level structural detail on a few static conformational states of an enzyme that

has garnered intense interest as a therapeutic target.50,53,57,58 Despite documentation that MGL

exists in situ as a membrane-associated enzyme23,62,63 and observations that lipase association

with supramolecular lipid assemblies activates these enzymes,58,59 direct experimental evidence

regarding the potential influence of membrane association on hMGL molecular properties is

lacking. Our biochemical, HX MS, and computational analyses of the impact of a well-

recognized biomembrane mimetic, the phospholipid bilayer nanodisc, on hMGL kinetic

properties and conformation constitute the first detailed study to address this subject. The

collective data provide evidence that a subdomain within the hMGL lid associates intimately

with the membrane phospholipid bilayer through hydrophobic interaction, creating an interfacial

microenvironment that enhances the enzyme’s kinetic properties. Our HX MS and MD

simulation data indicate that the process of hMGL membrane association involves hMGL lid-

domain helix α4 and, more distally, helix α6 and is accompanied by dynamic regional alterations

in the conformation of these helices and in the enzyme’s active-site region that would help

stabilize an open hMGL conformation at the lipid/water boundary receptive to substrate/inhibitor

partitioning from the membrane bilayer and into the enzyme’s substrate-binding pocket. The

shielding of select hMGL regions in proximity to the active site upon Ser129 carbamylation by

AM6580 demonstrates directly that considerable conformational plasticity is associated with

regions of the enzyme proximal to the active-site in response to covalent inhibitors. The

emergence of covalent enzyme inhibitors as potential drug candidates for various diseases80 and

the identification of serine-reactive carbamylating agents as the lead chemical class of hMGL

Page 60: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

41

inhibitors50,57 make this observation particularly relevant to the design and targeting of hMGL

inhibitors as potential medications. More generally, the present study demonstrates the

suitability of peptide-level HX MS combined with nanodisc technology for investigating the

structure-function correlates of enzyme-membrane interaction.

Page 61: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

42

Materials and Methods

Materials

SDS-PAGE supplies, SM-2 bio beads, and Bio Spin columns were purchased from Bio-

Rad (Hercules, CA). MS-grade trypsin (Trypsin Gold) was from Promega (Madison, WI).

AM6580 and AHMMCE were synthesized at the Center for Drug Discovery, Northeastern

University (Boston, MA) by standard routes. HPLC grade acetonitrile,

ethylenediaminetetraacetic acid (EDTA 99%) and 85% phosphoric acid were purchased from

Fisher Scientific (Pittsburgh, PA). Arachidonic acid was from Nu-Check Prep (Elysian, MN),

and 2-AG was a generous gift from the National Institute on Drug Abuse (Bethesda, MD). Fatty

acid-free bovine serum albumin, magnesium chloride tetrahydrate, and Trizma base were

purchased from Sigma-Aldrich (St. Louis, MO). The plasmid expressing MSP1D1 was from

Add Gene (Cambridge, MA). POPC and POPG were purchased from Avanti Polar Lipids

(Alabaster, AL) as stock solutions in chloroform. 1,2-Deuterium oxide (>99%) was purchased

from Cambridge Isotope Laboratories (Andover, MA).

Methods

Purification of recombinant wild-type hMGL

Recombinant hexa-His-tagged, wild-type human hMGL was expressed in E. coli and

purified by cobalt affinity chromatography, as previously detailed.74 Chromatographic fractions

were pooled and dialyzed against 50 mM Tris-HCl, pH 8.0, containing 100 mM NaCl, and

protein concentration was estimated by absorbance at 280 nm. Purity was monitored by SDS-

PAGE.

Page 62: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

43

MSP1D1 purification

MSP1D1 was expressed and purified as described.81,82 The protein was isolated by cobalt

affinity chromatography, and purity was monitored by SDS-PAGE. Fractions containing

MSP1D1 were pooled and dialyzed against 20 mM Tris-HCl, pH 7.4, containing 100 mM NaCl,

0.5 mM EDTA, and 0.01% NaN3. Protein concentration was estimated by absorbance at 280 nm.

Nanodisc self-assembly and isolation

Purified MSP1D1 in 20 mM Tris-HCl, pH 7.4, containing 100 mM NaCl, 0.5 mM

EDTA, and 0.01% NaN3 was added to a solubilized mixture of either POPC/sodium cholate or

POPC-POPG (3:2 molar ratio)/sodium cholate, and the final molar ratio was adjusted to 1:78:200

(MSP1D1: phospholipid: sodium cholate). The mixture was incubated for 1 h over ice, and

cholate detergent was removed during a gentle 10-h rotation with SM-2 bio beads at 4 °C.

Nanodiscs were purified by size-exclusion chromatography with an Amersham-Pharmacia

ÄKTA FPLC Protein Purifier System (GE Healthcare Life Sciences, Pittsburgh, PA) on a

Superdex 200 10/300 column eluted with 20 mM Tris-HCl, pH 7.4, containing 100 mM NaCl

and 0.5 mM EDTA at 0.5 mL/min. Column eluate absorbance was monitored at 280 nm, and

SDS-PAGE was used to evaluate the purity of the nanodisc-containing fractions. FPLC fractions

containing purified nanodiscs were collected and concentrated for experimental use. Nanodisc

concentration was calculated form the absorbance at 280 nm and the MS1D1 molar extinction

coefficient, accounting for 2 MSP1D1 molecules per disc.

FPLC analysis of nanodiscs incubated with hMGL

Purified, detergent-free hMGL was incubated with purified nanodiscs for 30 min at room

temperature at an hMGL:nanodisc molar ratio of 1:2. Samples of hMGL alone and the hMGL-

nanodisc co-incubation were analyzed by FPLC as detailed above for nanodiscs.

Page 63: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

44

Determination of hMGL kinetic properties

hMGL kinetic constants were determined by measuring the hydrolysis of either natural

substrate (2-AG) or fluorogenic reporter substrate (AHMMCE) with methods adapted from our

prior work.36 In brief, 2-AG at varying concentrations (10 to 400 μM) was incubated at 37 °C

with either 2.9 nM hMGL alone or 2.9 nM hMGL with nanodiscs at an MGL:nanodisc molar

ratio of 1:2 in TME buffer (25 mM Tris base, 5 mM MgCl2, and 1 mM EDTA, pH 7.4) in a total

reaction volume of 300 μL. Reaction samples (50 μL) were taken immediately at the start of the

incubation and after 4 min, diluted 1:2 by volume with acetonitrile, and centrifuged at 20,000 x g

for 5 min at 4°C. A 20-μL aliquot of each supernatant was subjected to reverse-phase HPLC on

an Agilent Zorbax XDB-C18 column (4.6 mm x 150 mm, 3.5 µm) (Agilent Technologies, Santa

Clara, CA). Mobile phase A was 100% acetonitrile, and mobile phase B consisted of 8.5%

aqueous phosphoric acid/acetonitrile (60:40, v/v) with the following gradient at a flow rate of 1

mL/min: 100% mobile phase B for 2 min, 5% mobile phase B for 5 min, 100% mobile phase B

for 1 min followed by a 5-min injection delay. In an 8-min run, 2-AG was eluted at 4.2 min, and

arachidonic acid at 5.0 min, allowing the reaction to be followed by either substrate utilization or

product formation.

A fluorogenic hMGL assay based upon the conversion of AHMMCE reporter substrate to

coumarin fluorophore was conducted as described.74 Reaction samples at room temperature

included various concentrations of AHMMCE incubated with either 2.9 nM hMGL alone, 2.9

nM hMGL with 0.05 mM Triton X-100, or 2.9 nM hMGL with 5.8 nM nanodiscs in 50 mM

Tris-HCl buffer, pH 7.4, at a reaction volume of 200 μL. Fluorescence readings at 360 nm/460

nm (λexcitation/ λemission) were taken every 15 min for up to 2 h, and relative fluorescence units were

converted to the amount of coumarin fluorophore formed based upon a coumarin standard curve.

Page 64: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

45

Michaelis-Menten kinetic parameters were derived with Prism software (GraphPad, San

Diego, CA). Apparent Km and Vmax values are the means ± SD for triplicate determinations across

three independent enzyme preparations. Statistical significance of group-mean differences was

evaluated by a two-sample independent t-test, the significance level set at p ≤ 0.05.

Peptide-based HX MS analysis

Continuous labeling hydrogen-deuterium exchange experiments83 were initiated by

diluting 10-fold 12 μL of an hMGL-nanodisc mixture (5 μM hMGL and 10 μM nanodiscs) into

99% deuterium oxide buffer (50 mM Tris-HCl containing 100 mM NaCl, pH 7.6) at room

temperature. At selected times ranging from 10 sec to 4 h after the introduction of D2O, samples

of the exchange reaction were taken and immediately quenched by acidifying to pH 2.5 with

formic acid and placed on ice to limit back-exchange.84 After quenching, nanodiscs were rapidly

disassembled with the addition of ice-cold sodium cholate in a 25:1 molar ratio of sodium

cholate:nanodisc phospholipid.85 Porcine pepsin (1.2 μL of a 10 mg/mL stock solution) was

added to digest the sample during a 5-min incubation on ice. In the last minute of digestion, ZrO2

beads were added to the digestion mixture to facilitate phospholipid removal. The sample was

filtered through a prechilled, 0.45-μm cellulose acetate membrane by centrifugation at 18,000 x g

and 4 °C for 1 min at to trap both the pepsin and ZrO2 beads. The flow-through was injected

without delay into a precolumn trap (Waters VanGuard C18, 2.1 mm × 5 mm, 1.7 μm) and

desalted with 0.05% formic acid in water for 5 min. The trap was placed in-line with a second

identical pre-column directly connected to the analytical column (Waters Xbridge C18, 1.0 mm

× 100 mm, 1.7 μm). HX data were acquired on a Waters nanoAcquity UPLC with HDX

Technology. Peptides originating from hMGL pepsinolysis were identified from triplicate

analyses of undeuterated control enzyme samples using Waters ProteinLynx Global Server 2.4.

Page 65: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

46

All reported peptide-based HX MS data were derived from triplicate hMGL preparations, each

analyzed in triplicate. The error of peptide HX MS measurements was ± 0.50, as determined by

replicate analyses of peptide standard and prior HX MS data from this experimental setup.86,87

MALDI-TOF/TOF MS analysis of hMGL covalent modification by AM6580

Purified hMGL was incubated with AM6580 (molar ratio 1:5, enzyme:inhibitor) at room

temperature for 1 h, at which time the enzyme was verified by direct biochemical assay to be

inhibited (above). The incubation was terminated by desalting using a Bio-Spin 6 column and 25

mM ammonium bicarbonate buffer, pH 8.0, containing 0.05% CYMAL. The desalted enzyme

sample was digested overnight with 200 ng Trypsin Gold. Equal volumes of the trypic digest and

α-cyano-4-hydroxycinnamic acid matrix (5 mg/mL in aqueous 50% acetonitrile-0.1%

trifluoroacetic acid) (0.5 μL each) were co-crystallized. MS characterization of hMGL covalent

modification by AM6580 were acquired on a 4800 MALDI-TOF/TOF mass spectrometer

(Applied Biosystems, Framingham, MA) fitted with a 200-Hz solid-state ultraviolet laser

(wavelength 355 nm) from samples spotted on Opti-TOF 384-well plate inserts.

Page 66: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

47

Computational methods

MD simulation setup. A 128-lipid, racemic POPG bilayer neutralized with 128 Na+

counter ions and hydrated with 3527 water molecules was used as the basis of a POPC/POPG

bilayer.51 All water molecules and ions were removed. Since the experimental nanodisc

contained POPC and L-POPG in a 3:2 molar ratio, all D-POPG and 11 L-POPG lipid molecules

were replaced with POPC, and 3 L-POPG lipid molecules were removed. This resulted in a

phospholipid bilayer containing 75 POPC and 50 L-POPG lipid molecules, which was solvated

with 4270 water molecules and neutralized with 50 Na+ counter ions. The system was fully

minimized with steepest descent, and 40 ns of unrestrained MD were then performed to produce

a fully-solvated, fully-equilibrated POPC/POPG bilayer (simulation procedure below). The

potential energy reached a stable plateau after 3 ns. After 10 ns, the area of the xy plane per lipid

fluctuated around 69.7 Å2, a value within the experimental range for POPC (63.0-68.3 Å2) and

probable range for POPG (64-70 Å2).88,89 Two simulation systems were established: one with

unliganded, wild-type hMGL (PDB ID: 3JW8),47 the other with hMGL covalently carbamylated

by AM6580. The carbamylating moiety of AM6580 was docked to hMGL (PDB ID: 3JWE)47

using Glide at the XP level,90 and a covalent bond was made between this moiety and the

catalytic Ser122 (i.e., Ser129 for the 6-His-tagged hMGL). To enable MD simulation of a

covalently-bound ligand, a custom residue was defined as Ser122 carbamylated by AM6580 and

was parameterized.91

MD simulation procedure. Unmodified and AM6580-carbamylated hMGL were placed

with the enzyme’s lid domain partially embedded in the POPC/POPG bilayer, as given by the

Orientations of Proteins in Membranes database.92,93 Any lipid or water molecules clashing with

the enzyme were removed. The system was made electrically neutral and minimized with

Page 67: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

48

steepest descents to relax unfavorable intermolecular contacts. To stabilize the lipid environment

during production dynamics, equilibration MD was performed for 2 ns, with all heavy atoms in

the protein positionally restrained with a force constant of 1000 kJ mol−1 nm−2. Unconstrained

production MD was performed for 10 ns on each system. All MD simulations were performed in

the NPT (isothermal– isobaric) ensemble with periodic boundary conditions. A temperature of

300 K was maintained with time constant 0.1 ps by an extension of the Berendsen thermostat to

which a properly constructed random force was added.94 Semi-isotropic pressure coupling was

used, with the reference pressure set at 1.0 bar and time constant at 5 ps. Coulomb and short-

range neighbor list cut-offs were both set to 0.9 nm, and Lennard-Jones cut-offs were set to 1.2

nm. The electrostatic interactions were computed using the Particle-Mesh Ewald method with an

interpolation order of 4 and a maximum grid spacing of 0.12 nm.95,96 A time-step of 2 fs was

used, and pair lists were updated every 10 steps. The LINCS algorithm97 was employed to

preserve bond lengths. The simple point charge water model98 was used in all simulations. The

simulations were carried out with the GROMACS program, version 4.5.5, using the

GROMOS96 53a6 force field.88,99,100

Page 68: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

49

Tables

Table 1. Kinetic parameters for hydrolysis of AHMMCE and 2-AG by hMGL in the

presence and absence of detergent or phospholipid bilayer nanodiscs.

For AHMMCE substrate, buffer was 50 mM Tris-HCl, pH 7.4. For 2-AG substrate, TME buffer

(25 mM Tris base, 5 mM MgCl2, and 1 mM EDTA, pH 7.4) was used. Apparent Km and Vmax

values are the means ± SD for triplicate determinations across three independent enzyme

preparations. Statistical significance of group-mean differences was evaluated by a two-sample

independent t-test, the significance level set at p ≤ 0.05. n.d., not determined.

Page 69: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

50

Figures

Fig. 1. Localization of conformational changes in hMGL induced by phospholipid bilayer

nanodiscs.

a) Deuterium incorporation curves derived from hydrogen-exchange mass spectra for the hMGL

peptic peptides designated by their amino-acid residue numbers. Relative deuterium uptake (Da)

is plotted vs. time of hMGL incubation in D2O in the absence (blue lines, ) or presence (red

lines, ) of POPC/POPG bilayer nanodiscs. The maximum amount of deuterium incorporation

possible for each respective peptide is designated on the y-axis of each kinetic plot. Data were

obtained through peptide-based HX MS analysis of hMGL. The error of peptide HX MS

mesurements with this experimental setup was ± 0.50 Da as determined by replicate analysis of

peptide standards in prior HX MS work with this instrumentation. b) The hMGL peptides for

which deuterium uptake curves are presented in panel (a), above, are highlighted in the hMGL

structure representation derived from (PDB ID: 3JW8).

Page 70: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

51

Fig. 2. Localization of conformational changes in hMGL induced through active-site Ser

carbamylation by the covalent inhibitor, AM6580.

a) Deuterium incorporation curves derived from hydrogen-exchange mass spectra for the hMGL

peptic peptides designated by their amino-acid residue numbers. Relative deuterium uptake (Da)

is plotted vs. time of hMGL incubation in D2O in the presence of POPC/POPG phospholipid

bilayer nanodiscs without (red lines, ) or with (green lines, ) AM6580. The maximum

amount of deuterium incorporation possible for each respective peptide is designated on the y-

axis of each kinetic plot. Data were obtained through peptide-based HX MS analysis of hMGL.

The error of peptide HX MS mesurements with this experimental setup was ± 0.50 Da as

determined by replicate analysis of peptide standards in prior HX MS work with this

instrumentation.49,50 b) Structure of AM6580. c) Schematic depicting the docking of the

AM6580-derived fluorenyl piprazine group covalently attached to hMGL active-site Ser122 (i.e.,

Ser129 for the 6-His-tagged hMGL) in a portion of the hMGL structure representation derived

from (PDB ID: 3JW8). Helix-α6 peptide 217-223 (orange) is shielded by the carbamylating

group modification at Ser122.

Page 71: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

52

Fig. 3. MD simulation of hMGL interaction with membrane phospholipid bilayer.

Snapshots of hMGL (structure derived from PDB ID: 3JW8) with a phospholipid bilayer

membrane of the same composition as in the experimental nanodiscs (POPC: POPG, 3:2 molar

ratio) after 10 sec of MD simulation. The enzyme is depicted: a) unliganded as apo-hMGL and

b) occupied with carbamylating inhibitor, AM6580, in the active site. Helix α4 in the lid domain

and helix α6 in the vicinity of the active site are depicted in red, and AM6580 is shown in green.

Page 72: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

53

Fig. 4. Cartoon superposition of the X-ray structure of hMGL (cyan, PDB ID: 3JW8) and

the model of hMGL obtained after 10 ns of MD simulation at a water/phospholipid

interface (gray).

The structures are virtually identical, except for helices α4 and α6 and the loop region from

amino-acid residues 177 to 192 connecting helices α4 and α5. The movements of helices α4 and

α6 induced by a phospholipid bilayer (POPC:POPG, 3:2 molar ratio) are indicated by red arrows.

a) side view of hMGL; b) top view of hMGL rotated 90° from the orientation in panel a, as

indicated. The active-site Ser122 (i.e., Ser129 for the 6-His-tagged hMGL) is depicted in orange.

Page 73: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

54

Supplemental Material

Supplemental Tables

Table S1. Peptic peptides common to hMGL in the absence or presence of nanodiscs.

Peptides were identified by ESI-MS/MS and are shown with their respective sequence number,

length, amino-acid sequence, z, m/z, and maximum possible deuterium incorporation.

Start End Length Peptide Sequence z m/z Max Deuterium

Incorporation

18 25 8 PQSIPYQD 2 474.24 6

38 52 15 FCRYWKPTGTPKALI 3 594.32 12

40 53 14 RYWKPTGTPKALIF 3 559.98 11

54 68 15 VSHGAGEHSGRYEEL 3 543.25 14

74 87 14 GLDLLVFAHDHVGH 2 765.39 13

78 95 18 LVFAHDHVGHGQSEGERM 3 669.32 17

101 125 25 HVFVRDVLQHVDSMQKDYPGLPVFL 4 735.63 22

126 137 12 LGHSMGGAIAIL 2 570.31 11

138 148 11 TAAERPGHFAG 2 557.27 9

138 149 12 TAAERPGHFAGM 2 623.35 10

138 151 14 TAAERPGHFAGMVL 2 728.87 12

150 157 8 VLISPLVL 1 835.53 6

158 166 9 ANPESATTF 1 937.42 7

166 178 13 FKVLAAKVLNLVL 2 714.47 12

167 178 12 KVLAAKVLNLVL 2 631.93 11

182 191 10 SLGPIDSSVL 1 987.53 8

217 223 7 GIQLLNA 1 728.43 6

224 239 16 VSRVERALPKLTVPFL 3 609.04 13

224 241 18 VSRVERALPKLTVPFLLL 3 684.42 15

242 256 15 QGSADRLCDSKGAYL 3 528.58 14

261 275 15 AKSQDKTLKIYEGAY 3 572.30 14

Page 74: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

55

Supplementary Figures

Fig. S1. Analysis of hMGL

(green line), POPC/POPG phospholipid bilayer nanodiscs (red line), and hMGL-nanodisc

mixture (black line) by a) size-exclusion fast protein liquid chromatography and b) SDS-PAGE.

The calibration scale for the size-exclusion column is shown and was derived from proteins of

known Stokes diameter: thyroglobulin (bovine thyroid) (17 nm), ferritin (horse spleen) (12.2

nm), catalase (bovine liver) (10.4 nm), albumin (bovine serum) (7.1 nm).

Page 75: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

56

Fig. S2. Demonstration that AM6580 covalently inhibits hMGL by carbamylation of the

enzyme’s Ser129 nucleophile.

a) MALDI-TOF/TOF MS mapping of a tryptic digest of purified recombinant hMGL. b) Tryptic

hMGL peptide that contains the hMGL nucleophile Ser129. c) New hMGL tryptic peptide after

incubation with AM6580, showing a mass increase of 277 Da. d) Illustration of the

carbamylation reaction between hMGL Ser129 of hMGL and AM6580.

Page 76: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

57

Chapter 3

Expression and Purification of Full-length rFAAH and Subsequent Incorporation

within the Nanodisc Model

Page 77: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

58

Introduction

Serine hydrolases such as fatty acid amide hydrolase (FAAH) comprise the largest, and --

structurally and functionally -- most diverse class of enzymes within the human proteome.101

These enzymes actuate the catabolism of amide, ester, and thioester bonds in biosignaling

molecules, proteins, and xenobiotics. This process is mechanistically dependent upon a catalytic

triad, Ser241, Ser217, and Lys142, for FAAH (PDB: 1MT5)20 and proceeds through the formation of

a covalent, acyl-enzyme complex intermediate that is subsequently hydrolyzed by a

water/hydroxide-induced saponification process that regenerates the catalytic serine. FAAH is

the only characterized mammalian amidase in the serine hydrolase family of enzymes,102 and it is

extremely hydrophobic. FAAH has three domains that interact with biological membranes, the

NH2-terminal transmembrane domain (residues 9-29), the α18 domain (residues 410-426), and

the α19 “lid” domain (residues 429-438).20 Despite the wealth of structural, chemical, and

biochemical information available for this enzyme, the only molecular dynamic studies to date

for this enzyme have been in silico simulations (most recently reviewed by Palermo et al.).102

Due to the unique nature of this enzyme’s structure, with a comprehensive molecular dynamic

analysis in a biological membrane, it should be possible to design inhibitors with exceptional

selectivity for FAAH. Such inhibitors could target either the orthosteric, cytoplasmic channel

and/or the hydrophobic enzyme-acyl chain pocket through the membrane in a manner consistent

with the mechanism by which FAAH accesses its primary substrate, anandamide (AEA).20

FAAH rapidly degrades AEA, forming arachidonic acid (AA) and ethanolamine (EA).103

AEA is a partial-to-full agonist at CB1 (assay-dependent) and a weak partial agonist at CB2.104 It

is synthesized from N-arachidonoyl phosphatidyl-ethanolamine (NAPE) when dephosphorylated

by phospholipase-D.105 NAPE is synthesized from dietary lecithin and phosphatidyl-

Page 78: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

59

ethanolamine (PE) via enzymatic n-acyltransferase activity whereby AA is bioconjugated to

PE.106 Inhibition of FAAH leads to increased levels of AEA, which has been shown to be

therapeutic for treating pain and inflammation.107-109 Increased expression levels of FAAH have

also been found in breast,110 prostate,111,112 and lung carcinomas,113 as well as in lymphocytic

leukemia,114 making FAAH inhibition an essential target for therapeutic development.

Presented here is the expression and purification of full-length rFAAH. Traditional

purification schemes did not yield pure protein due to the hydrophobic nature of FAAH and the

significant portion of histidine-rich proteins present in the raw E. coli lysate. These factors lead

to either insufficient binding to the IMAC resin in the presence of imidazole or an abundance of

nonspecific protein binding. To circumvent these limitations, a fractionation-purification

protocol was used to remove soluble and insoluble proteins (leaving only solubilized membrane

proteins or “membrane fraction”) before purification. This membrane fraction was used to purify

rFAAH for expression in the nanodisc model and in parallel, to generate a solubilized membrane

protein library (SMPL).115 ND-rFAAH was also purified from the SMPL, although this method

had a low yield. This represents the first time FAAH has been incorporated into the ND system.

Protein dynamics for purified rFAAH and ND-rFAAH were then studied using hydrogen-

deuterium exchange mass spectrometry (HX MS). Peptide-level HX MS examines solvent

accessibility over time by measuring changes in peptide mass after exposure to D2O, which will

exchange deuterium with the hydrogen atoms on the “backbone” amide nitrogens of proteins.69

This study represents the first, non-simulated, molecular dynamic study for FAAH both in

solution and in an intact membrane.

Page 79: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

60

Results and Discussion

Purification of full length rFAAH

The E. coli sonicate showed activity in the fluorescence assay116 comparable to that seen

in a control lysate, and no activity was lost during membrane solubilization (Fig. 1). The pelleted

insoluble fraction retained some ability to breakdown the substrate (greater than the blank), but

significantly less than the solubilized membrane fraction (Fig. 1 blue). These results suggest that

rFAAH completely partitions into the membrane fraction and can be solubilized using n-

dodecyl-beta-D-maltoside (DDM) (1 %) in aqueous buffer. This solubilized membrane fraction

was used to purify C-terminal 6-his tagged full-length rFAAH by IMAC. SDS-PAGE analysis of

the purification showed that despite a high-capacity resin, only a small portion of the rFAAH

bound to the resin (Fig. 2). However, little loss was observed when washing the resin either with

buffer B (20 mM Na2PO4 pH = 7.8 with 500 mM NaCl and 1% DDM), or buffer B that

contained 50 mM imidazole (IMA) (Fig. 2). To isolate pure rFAAH, FPLC-SEC was used (Fig.

3a). Fractions 7 through 17 (mL) were analyzed by SDS-PAGE, and fraction 10 appeared to

have the highest purity (Fig. 3b). This fraction was tested for activity using the fluorogenic

substrate assay at increasing sample concentrations. This fraction showed activity which

increased in a concentration dependent manor (Fig. 3c). Unfortunately, the activity level

measured here was low as compared to the sonicate and membrane fraction. This decrease was

attributable to significant dilution and not a loss in protein abundance or intrinsic activity,

although some protein was undoubtedly lost in the SEC column. This small-scale experiment

demonstrated a superior method for purifying full length rFAAH for incorporation into the ND

model.

Page 80: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

61

rFAAH incorporation into the nanodisc biological membrane model

To express full-length rFAAH in the ND model, two methods were used: an adapted

version of the SMPL technique,115 and in parallel, the Sligar et al.25 method of combined self-

assembly. Using the Sligar technique, purified rFAAH was incubated with MSP1D1, POPC and

POPG, and disc self-assembly was catalyzed by detergent removal with hydrophobic-adsorbent

beads. FPLC-SEC was used to isolate the ND-rFAAH population, and a clear peak was visible at

~12 mL (Fig. 4a). Coomassie stained SDS-PAGE analysis of the pooled fractions 9 through 13

(mL) inclusive showed clear bands for MSP1D1 and rFAAH (Fig. 5) indicating the formation of

ND-rFAAH.

In the SMPL technique, MSP1D1 was added to the membrane fraction with POPC and

POPG, to augment the native lipid population, and detergent removal beads were used to

catalyze ND formation. FPLC-SEC was used to separate the population of unincorporated

proteins and aggregates from the SMPL, and a clear ND peak population was observed between

fractions 9 and 13 (mL) inclusive (Fig. 4b). Coomassie stained SDS-PAGE analysis of the

pooled fractions 9 through 13 (mL) inclusive showed clear bands for MSP1D1 and rFAAH as

well as several other bands (Fig. 5) indicating the formation of ND-rFAAH and the SMPL.

Either technique would be viable for ND-rFAAH preparation, but in this experiment,

purifying rFAAH from the detergent-solubilized membrane fraction before Sligar synthesis gave

a higher yield, and a more pure population of ND-rFAAH (data not shown). When the additional

step of removing the 6-his tag from MSP1D1 that is necessary for purifying ND-rFAAH from

the SMPL is considered, the data suggest that the traditional method should be used to prepare

ND-rFAAH in the future.

Page 81: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

62

In-solution dynamics of rFAAH

Peptide-level HX MS was used to measure the dynamics for rFAAH in solution over a 4-

hour time period. No deuterium uptake was measured in the peptic peptide (residues 10 – 23

LSGVSGVCLACSLL) from the transmembrane (TM) domain (residues 9 – 29,

TLSGVSGVCLACSLLSAAVVL) or in the active site peptic peptides (residues 138 – 148,

PVSLKECFSYK, 208 – 230, WKSSKSPGGSSGGEGALIGSGGS, and 227 – 242

SGGSPLGLGTDIGGSI) (Fig. 6, Fig. 7). This indicates that the TM domain is shielded from the

solvent when FAAH is in solution. This could be due to interaction between the protein and

detergent micelles, or through dimerization in solution. Unfortunately, the proposed dimerization

sites (residues 299 – 314, CEHLFTLDPTVPPSSL and Trp445) were not covered by our peptic

digest (Fig. 6, Fig S2). Similarly, the membrane binding domain α18 (residues 410 – 426,

LPSWFKRLLSLPSWFKRLLSL) and the lid domain α19 (residues 429 – 438, LAAFLNSMRP)

were also not covered (Fig. 6, Fig S2).

Page 82: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

63

Conclusions

In this study, catalytically active full length rFAAH was successfully expressed, purified,

and incorporated into NDs. This represents the first experiment where a mammalian amidase,

serine hydrolase was studied using this model. A fractionation purification protocol was

necessary to first separate the solubilizable membrane proteins from other proteins in the E. coli

lysate. Following this critical step, direct IMAC purification was achieved, as well as formation

of a SMPL. From the SMPL, ND-rFAAH was successfully isolated. Additionally, traditional

methods were employed to isolate ND-rFAAH. These protocols for isolating the membrane-

protein pool, and for disc formation, are generalizable to other hydrophobic mammalian

recombinant proteins expressed in E. coli. For the purification of rFAAH, the FPLC-SEC

purification step, while giving some information on the oligomeric state of rFAAH in solution,

should not be necessary to isolate protein of acceptable purity for ND formation in the future.

Preliminary analysis of the in-solution protein dynamics for rFAAH reviled areas of high

exchange, and zero to low exchange over the four hour time period used. Notably, the lack of

exchange in the active site domain, and the transmembrane domain support previous findings

that these hydrophobic regions interact directly with the membrane, and are not accessible to the

cytosol.20 The shielding from exchange in the TM domain in particular suggests that in solution

rFAAH may exist as a dimer imbedded within detergent micelles. This makes rFAAH an

excellent target for analysis in the ND membrane model, which is compatible with peptide-level

HX MS analysis.

Page 83: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

64

Materials and Methods

Materials

SDS-PAGE supplies, SM-2 biobeads, and Bio Spin columns were purchased from Bio-

Rad (Hercules, CA). Culture media, standard laboratory chemicals, and buffers were purchased

from Fisher Chemical (Pittsburgh, PA) and Sigma Chemical Co. (St. Louis, MO). The plasmid

expressing MSP1D1 was purchased from Add Gene (Cambridge, MA). POPC and POPG were

purchased from Avanti Polar Lipids (Alabaster, AL) as stock solutions in chloroform. 1,2-

Deuterium oxide (>99%) was purchased from Cambridge Isotope Laboratories (Andover, MA).

Methods

Expression and Purification of rFAAH

Full length rFAAH was purified from E. coli (BL21-CodonPlus (DE3)-RIPL) that was

transformed with the pTrcHis2-TOPO vector containing full length, wild type rFAAH. A 1L cell

pellet (~4-5 g) was suspend in 40 mL of Buffer A (20 mM Na2PO4, 100 mM NaCl, pH = 7.8)

and rotated for 15 min. Cells were lysed cells by probe sonication (55 sec pulse, on 1 sec, off 5

sec), spun at 5,000 x g for 20 min, and the pellet was discarded. The supernatant was centrifuged

at 100,000 x g for 1hr and the supernatant was discarded. The cell pellet was suspended in buffer

A (40 mL) and spun at 100,000 x g for 1hr. This wash step was then repeated 2 more times. The

resulting cell pellet was suspended in 40 mL of Buffer B (20 mM Na2PO4, 500 mM NaCl, 1%

DDM, pH = 7.8) and spun at 100,000 x g for 1hr. The supernatant (“membrane fraction”) was

added to 1.0 mL (bed volume) of His60 Ni Superflow™ resin (Clonetech) pre-equilibrated with

buffer B and mixed at 4°C for 1 hr. The suspension was transferred to a gravity-flow column and

the resin was washed with 10 mL of Buffer B, then 10 mL of Buffer B with 20 mM imidazole,

followed by 10 mL of Buffer B with 50 mM imidazole. rFAAH was eluted with 5 to 6 mL of

Page 84: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

65

Buffer B with 200 mM imidazole. Size exclusion chromatography was performed as described

above using a Superdex 200 10/300 GL column and Gel Filtration Buffer (10 mM Tris/HCl, 150

mM NaCl, 0.015% LDAO, pH = 8.0). Purified rFAAH samples were stored at -80°C in Gel

Filtration Buffer with 10% Glycerol.

Assay of rFAAH activity using AAMCA

A fluorometric assay was used to evaluate the catalytic activity of rFAAH. This was

monitored by the hydrolysis of the fluorogenic substrate: N-arachidonoyl,7-amino-4-

methylcoumarin amide (AAMCA) to form the fluorescent product 7-amino-4-methylcoumarin

(AMC). DMSO (10 µL), rFAAH samples, and AAMCA (final concentration 20 μM) were added

to a total volume of 200 μL in assay buffer (50 mM Tris-HCl, pH 9.0) in a 96-well plate. The

reaction was allowed to proceed for 10 hr at 25°C. Fluorescence readings were taken every 15

minutes at 360 nm/460 nm (λexcitation/λemission) on a BioTek Synergy HT Microplate Reader

(BioTek Instruments, Winooski, VT).

Solubilized membrane protein library (SMPL) method for rFAAH nanodisc incorporation

Purified MSP1D1 in ND buffer (20 mM Tris/HCl, pH 7.4, containing 100 mM NaCl, and

0.01% NaN3) was added to a the rFAAH membrane fraction described above. A solubilized

mixture of POPC-POPG (3:2 molar ratio)/sodium cholate was also added, and the final molar

ratio was adjusted to 1:0.5:5.5:2.3:20 (MSP1D1:total membrane protein:phospholipid:native

lipid:sodium cholate). The mixture was incubated for 1 h on ice, and cholate detergent was

removed during a gentle 10 hr rotation with SM-2 biobeads at 4°C. This self-assembly mixture

was added to a 1.0 mL (bed volume) of His60 Ni Superflow™ resin (Clonetech) pre-equilibrated

with ND buffer and mixed at 4°C for 1 hr. The suspension was transferred to a gravity-flow

column and the resin was washed with 10 mL of ND buffer, then 10 mL of ND buffer with 20

Page 85: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

66

mM imidazole, then 10 mL of ND buffer with 50 mM imidazole. ND-rFAAH was then eluted

with 5 to 6 mL of ND buffer with 200 mM imidazole. Size exclusion chromatography was

performed as described above, using a Superdex 200 10/300 GL column in ND buffer with 0.5

mM EDTA.

Coself-assembly of purified rFAAH

Purified MSP1D1 in ND buffer nd rFAAH in buffer B was added to a solubilized mixture

of POPC-POPG (3:2 molar ratio)/sodium cholate, and the final molar ratio was adjusted to

1:0.5:75:200 (MSP1D1:phospholipid:sodium cholate). The mixture was incubated for 1 h on ice,

and cholate detergent was removed during a gentle 10 hr rotation with SM-2 biobeads at 4°C.

Nanodiscs were purified by size-exclusion chromatography with an Amersham-Pharmacia €A

KTA FPLC Protein Purifier System (GE Healthcare Life Sciences, Pittsburgh, PA) on a

Superdex 200 10/300 column eluted with 20 mM Tris–HCl, pH 7.4, containing 100 mM NaCl at

0.5 mL/min. Column eluate absorbance was monitored at 280 nm, and SDS-PAGE was used to

evaluate the purity of the nanodisc-containing fractions.

Peptide-level HX MS analysis

Continuous labeling hydrogen-deuterium exchange experiments were initiated by diluting

10-fold 12 µL of a rFAAH–nanodisc mixture (5 µM rFAAH and 10 µM nanodiscs) into 99%

D2O buffer (50 mM Tris/HCl containing 100 mM NaCl, pH 7.6) at room temperature. At

selected times ranging from 10 s to 4 h after the introduction of D2O, samples of the exchange

reaction were taken and immediately quenched by acidifying to pH 2.5 with formic acid on ice to

limit back exchange, and nanodiscs were rapidly disassembled with the addition of ice-cold

sodium cholate in a 25:1 molar ratio of sodium cholate to nanodisc phospholipid. Porcine pepsin

(1.2 µL of a 10 mg/mL stock solution) was added to digest the sample during a 5 min incubation

Page 86: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

67

on ice. In the last minute of digestion, ZrO2 beads were added to the digestion mixture to

facilitate phospholipid removal. The sample was filtered through a prechilled, 0.45 µm cellulose

acetate membrane by centrifugation at 18,000 x g and 4°C for 1 min to trap both the pepsin and

ZrO2 beads. The flow through was injected without delay into a precolumn trap (Waters

VanGuard C18, 2.1 mm 3 5 mm, 1.7 µm) and desalted with 0.05% formic acid in water for 5

min. The trap was placed in line with a second identical precolumn directly connected to the

analytical column (Waters BEH C18, 1.0 mm 3 100 mm, 1.7 lm). HX data were acquired on a

Waters nanoAcquity UPLC with HDX Technology. Peptides originating from rFAAH

pepsinolysis were identified from triplicate analyses of undeuterated control enzyme samples,

with use of Waters Protein-Lynx Global Server 2.4.

Page 87: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

68

Figures

Fig. 1. rFAAH membrane fraction activity tracking using the fluorogenic substrate

AAMCA.

Relative fluorescent units vs. time for: in black circles, autohydrolysis of the fluorogenic

substrate. In blue, the insoluble portion of the membrane fraction. In green, the solubilized

membrane fraction. In black triangles, the sonicate without cellular debris. In red, control WT

rFAAH lysate (~6 mg/mL total protein) isolated from rat brain homogenate (n=6).

Page 88: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

69

Fig. 2. Coomassie stained SDS-PAGE analysis of rFAAH purification from solubilized

membrane fraction.

4 µL of prestained SDS-PAGE standards #161-0373 ladder were run between lanes 2 and 3.

Lane 1: membrane fraction before IMAC. Lane 2: membrane fraction after IMAC. Lane 3:

unbound fraction. Lane 4: Wash with buffer B. Lane 5: wash with buffer B containing 50 mM

imidazole. Lane 6: purified rFAAH. Lane 7: IMAC resin. rFAAH was successfully purified from

the membrane fraction and no irreversible binding to the Ni++ IMAC resin was observed.

Page 89: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

70

Fig. 3. FPLC-SEC separation for purified rFAAH.

a) FPLC-SEC chromatogram for purified rFAAH. b) Coomassie stained SDS-PAGE for

fractions 7 through 17. c) Activity analysis for varying volumes (µL) of fraction 10 using the

fluorogenic substrate AAMCA.

Page 90: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

71

Fig. 4. FPLC-SEC separation for purified ND-rFAAH.

a) Chromatogram for ND-rFAAH isolated using the Sligar method. b) Chromatogram for SMPL

separation.

Page 91: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

72

Fig. 5. Coomassie stained SDS-PAGE for ND-rFAAH.

Lane 1: “L” 4 µL of prestained SDS-PAGE standards #161-0373 ladder. Lane 2: “P” ND-

rFAAH isolated using the Sligar method. Lane 3: “DS” SMPL including ND-rFAAH

Page 92: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

73

Fig. 6. Uptake plots for rFAAH in solution.

From left to right are the peptic peptides, Top: 10-23, 62-69, 75-82, 83-97, 98-104, Middle: 138-148, 182-195, 186-212, 208-230,

227-242, Bottom: 277-290, 380-407, 454-461, 508-523, 552-562

Page 93: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

74

Fig. 7. In-solution dynamics for rFAAH (PDB: 1mt5)20.

Residues 10 – 23 in the TM domain are indicated in black. These showed no exchange over 4

hours indicating that this hydrophobic domain is shielded from the solvent, perhaps through

dimerization. The protein is oriented in a top-down view, such that the membrane bilayer would

be parallel with the page, under/behind the protein as represented. The blue arrows indicate

residues 229 – 314, the suspected oligomerization domain.

Page 94: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

75

Supplementary Data

Coverage of peptic peptides for rFAAH and MSP1D1 nanodiscs

Peptic peptide coverage for MSP1D1 in samples of ND-rFAAH was 93.7% (Fig. S1).

Coverage of the peptic peptides for undeuterated control samples of rFAAH in solution was

77.9% (data not shown), but only 52.1% coverage was achieved for the deuterium exchange

rFAAH in solution sample (Fig. S2). Coverage of the peptic peptides for rFAAH in ND-rFAAH,

was only 27.4% (data not shown). Digestion conditions need to be optimized in order to get

greater coverage for rFAAH, both in solution, and in the ND system. Additionally, IMAC

purification of ND-rFAAH using untagged MSP1D1 may lead to detecting a greater percent

coverage for this protein since it would decrease the relative signal intensity coming from

MSP1D1.

Page 95: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

76

Supplementary Figures

Fig. S1. Coverage map for MSP1D1 in ND-rFAAH samples.

Page 96: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

77

Fig. S2. Coverage map for rFAAH in solution.

Page 97: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

78

Acknowledgements

Michael Johnsona, Brent Kocherta,b, Thomas Walesb, John R. Engenb, Mark K. Williamsa ,

David Janeroa, Alexandros Makriyannis*,a,c

a Center for Drug Discovery, Department of Pharmaceutical Sciences, Northeastern University,

116 Mugar Life Sciences Building, 360 Huntington Avenue, Boston, MA, 02115 USA.

b Department of Chemistry and Chemical Biology and Barnett Institute of Chemical and

Biological Analysis, Northeastern University, Boston, MA, 02115, USA.

c MAK Scientific LLC, 801 Albany Street Suite 107/108, Boston, MA, 02119, USA

* To whom correspondence should be addressed

Tel.: +1-617-373-4200; fax: +1-617-373-7493; e-mail: [email protected]

Page 98: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

79

Chapter 4

Mechanistic Analysis of Human Monoacylglycerol Lipase Inhibition by the

Sulfonyl Fluoride-based Inhibitor AM3506

Page 99: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

80

Introduction

The endocannabinoid system comprises receptor proteins (CB1 and CB2), signaling

lipids (endocannabinoids -- ECBs), catabolic and anabolic enzymes, transport proteins, and

allosteric receptor modulators. The CB1 receptor is the most abundant G-protein coupled

receptor (GPCR) in the central nervous system (CNS)117. CB1 is also found, albeit at lower

concentrations, in various peripheral tissues. The CB2 receptor is expressed primarily in cells of

the immune system, but is also present in the brain, liver, pancreas, and bone118. The two

receptors have relatively low sequence homology (about 44% overall -- 68% in the

transmembrane “TM” domain119), and receptor-selective agonists and antagonists have been

developed. Both CB1 and CB2 primarily signal through the Gαi/o pathway (inhibiting adenylate

cyclase),120 but signaling also occurs via mitogen-activated protein (MAP) kinase121, and β-

arrestin122, as well as Gβγ regulation of calcium and potassium flux123. Cannabinoid signaling is

retrograde in nature. Signaling compounds are synthesized “on-demand” in the postsynaptic

neuron, and then signal at presynaptic neurons, thus decreasing neurotransmission from the

presynaptic neuron onto the postsynaptic cell (feedback)124. CB receptors also demonstrate

biased agonism (a.k.a. functional selectivity), a ligand-dependent selectivity for specific signal

transduction pathways125, possibly due to various ligand-bound structural conformations, homo

and hetro-multimeric state of the receptor, allosterism, and/or test system-dependent effects. This

makes the regulation of the cannabinoid system both complex and fascinating through the

perspective of investigating structure-function relationships.

The endocannabinoid metabolome consists of eicosanoid lipids (oxidized 20-carbon fatty

acids) in their acid (e.g. arachidonic acid “AA”), ethanolamide (e.g. arachidonoyl ethanolamide -

- anandamide “AEA”), monoacyl-glycerol derivatized (e.g. 2-arachidonoyl glycerol “2-AG”),

Page 100: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

81

ether (e.g. arachidonoyl glycerol-ether), amino acid conjugated (e.g. arachidonoyl-serine), or

hormone-conjugated (e.g. arachidonoyl-dopamine) form. AEA and 2-AG are the primary

signaling ligands. AEA is a partial-to-full agonist at CB1 (assay-dependent), and a weak partial

agonist at CB2104; it is synthesized from phospholipase-D cleavage of N-arachidonoyl

phosphatidyl-ethanolamine (NAPE)105. NAPE is synthesized from dietary lecithin and

phosphatidyl-ethanolamine (PE), via enzymatic “N-acyltransferase” activity, by conjugating AA

to PE. AEA is degraded rapidly by fatty acid amide hydrolase (FAAH) forming AA and

ethanolamine126. 2-AG is a full agonist at both CB1 and CB2 receptors127,128, and is synthesized

from diacylglycerol (DAG) by DAG lipase (DAGL), which is located in the postsynaptic

membrane117; 2-AG is catabolized (inactivated) by MGL to form AA and glycerol.

The endocannabinoid system plays a major role in regulating several disease states,

including: cancer, stroke, Multiple Sclerosis, Parkinson’s, Huntington’s and Alzheimer’s

diseases, amyotrophic lateral sclerosis, epilepsy, schizophrenia, anxiety/depression, insomnia,

nausea, drug and alcohol addiction, cardiovascular disease, glaucoma, gastrointestinal/liver

disease, arthritis, and osteoporosis117 to name a few. Regulation of the ECB system directly

inhibits the growth, migration, and invasion of cancer cells2. These anti-proliferative and anti-

metastatic effects make the cannabinoid system an ideal target for drug discovery efforts.

Various cannabinoids, including cannabidiol, AEA, 2-AG, and ECB transport inhibitors, also

induce apoptotic cell death129. Elevated ECB levels due to MGL and/or FAAH inhibition have

marked anti-nociceptive, anti-allodynic, and anti-inflammatory effects as well11. MGL inhibition

specifically limits AA proinflammatory and tumorigenic eicosanoid signaling15. As such, MGL

inhibitors have a lot of promise for the treatment of inflammatory disorders, and cancer.

Page 101: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

82

Serine hydrolases such as MGL and FAAH comprise the largest, and structurally, and

functionally most diverse class of enzymes within the human proteome. These enzymes actuate

the catabolism of amide, ester, and thioester bonds in biosignaling molecules, proteins, and

xenobiotics. This process is mechanistically dependent upon a catalytic triad (Ser122, His269, and

Asp239 for MGL, Ser241, Ser217, and Lys142 for FAAH50) and proceeds through the formation of a

covalent, acyl-enzyme complex intermediate that is subsequently hydrolyzed by a

water/hydroxide-induced saponification process that regenerates the catalytic serine. MGL, like

other characterized metabolic serine hydrolases, such as acetylcholinesterase (AChE) has the

classic α/β-hydrolase fold and the GXSXG consensus motif3. MGL hydrolyses various fatty acid

glycerol’s, including 2-AG (the primary signaling lipid of the endocannabinoid metabolome) and

regulates a fatty acid network, that can promote cancer cell growth, migration, and invasion.

MGL inhibition has been observed in the presence of hexadecylsulphonyl fluoride

(AM374) and phenylmethylsulphonyl fluoride (PMSF)130. Brain Serine Hydrolase activity, as

measured by competitive activity based protein profiling (ABPP), also demonstrates that MGL,

α-β Hydrolase Domain Containing Enzyme 6 (ABHD6), and FAAH, are completely inhibited by

5-(4-hydroxyphenyl) pentanesulfonyl fluoride (AM3506)131. Direct investigation of serine

residues in sulfonylated-enzymes is a challenge, since the sulfonyl group can be rapidly

eliminated in the form of a sulfonate anion132. Use of Matrix Assisted Laser Desorption

Ionization, Time of Flight, Tandem Mass Spectrometry (MALDI-TOF MS/MS) is valuable for

examining the mechanism of inhibition of these enzymes by sulphonyl fluorides. In the present

study, we characterized AM3506-inhibited serine hydrolases using a comprehensive mass

spectrometric analysis.

Page 102: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

83

Results

Covalent inhibition of hMGL, H121S hMGL, and rFAAH by AM3506

AM3506 reacts stoichiometrically with hMGL to generate an inactive, monosulfonyl

enzyme product. Using sensitive, fluorescence-based assays, AM3506 inhibits hMGL in the

nanomolar range with an IC50 of 236 nM (Fig. 1). Maximal hMGL, H121S hMGL (data not

shown), ΔTM-rFAAH, and MBP-hFAAH inhibition by AM3506, at a fixed substrate

concentration of 20 µM AHMMCE or AAMCA, is obtained at a compound to enzyme molar

ratio of 10:1.

Intact mass analysis of hMGL inhibited by AM3506

Following the determination that AM3506 inhibits hMGL, LC-TOF mass spectrometry

was used to confirm the attachment of the covalent ligand to hMGL. The spectrum of inhibitor-

free sample shows two prominent peaks with average masses of 34,123.6 Da (calculated

34,123.2 Da) and 34,179.4 (+56 Da addition that represents hMGL with one divalent cation

equivalent, from the affinity resin in purification) (Fig. 2a). The average intact mass of AM3506-

treated hMGL is 225.2 Da greater than that of the unmodified enzyme, a result consistent with

enzyme sulfonylation by AM3506 and the consequent calculated mass increase of 226.2 Da (Fig.

2b). These data suggest that AM3506 interacts stoichiometrically with hMGL, producing the

monosulfonyl enzyme. Samples of hMGL incubated with AM3506 at pH 12.0 show a new peak

with an average mass of 34,161.4 Da (Fig. 2c). This new peak is 18 Da less massive than the

expected 34,179.4 Da peak. This modification is characteristic of a β-elimination reaction

following the sulfonylation of the catalytic serine (Scheme 1).

Page 103: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

84

MALDI-TOF analysis of hMGL and H121S hMGL inhibited by AM3506

To pinpoint the specific sulfonylation site, AM3506-inactivated hMGL samples were

subjected to overnight, in-solution trypsin digestion and the tryptic peptides were analyzed by

MALDI-TOF MS. A comparison of the spectra of the tryptic digest from native and AM3506-

treated hMGL reveal (in the latter) a new peptide at m/z 5,233.11 with mass 18 Da less than the

peptide containing the catalytic serine at m/z 5,251.10

(DYPGLPVFLLGHSMGGAIAILTAAERPGHFAGMVLISPLVLANPESATTFKVLAAK --

position 117-172) (Fig. 3a). The 18 Da decrease was provisionally attributed to a β-elimination

reaction, which led to the conversion of sulfonyl serine to dehydroalanine. Intermediate peptides

attributable to sulfonylation of the catalytic serine (+226.2 mass increase) were not observed by

MALDI-TOF analysis. Because there are three serine residues in the tryptic fragment, tandem

MS was performed on both the modified and unmodified ions to determine the exact serine

residue modified by AM3506. The MS/MS spectra of the m/z 5251.10 and m/z 5,233.11 ions

derived from trypsin digests of untreated, and AM3506-treated hMGL, are shown (Fig. 3b).

MS/MS spectral optimization was complicated by the high molecular weights involved, as well

as the low intensity of the peptides in question. However, Ser122 is unambiguously detectable, as

the residue that was converted to dehydroalanine.

It can be hypothesized that an alkaline microenvironment, provided by the Ser122-adjacent

His121, is essential for this β-elimination reaction. To examine this, the mutant H121S hMGL was

expressed and purified. This mutant retained catalytic activity comparable to that of the wild type

and was inhibited by AM3506 (Fig. 4a). H121S hMGL was treated with AM3506 at a compound

to enzyme molar ratio of 10:1, and then subjected to overnight trypsin digestion. The MS spectra

of the tryptic digest from untreated H121S hMGL and AM3506-treated H121S hMGL are

Page 104: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

85

virtually identical; the 18 Da lighter peak is absent in the latter case (Fig. 4b). This experiment

demonstrates that His121 plays an essential role in the β-elimination reaction.

MALDI-TOF MS analysis of the Michael addition reaction

If the β-elimination reaction converted Ser122 to a dehydroalanine residue, activated thiols

would act as Michael donors, creating specific hMGL thio-conjugates. In this proof-of-concept

experiment, tryptic digests of hMGL, and H121S-hMGL, pretreated with AM3506 were

incubated with either thiophenol or beta-mercaptoethanol (βME). Each sample was then

subjected to MALDI-TOF analysis. A comparison of the spectra from the tryptic digest of either

untreated and thiophenol-treated hMGL revealed that the latter contains a new, modified peptide

with a 92 Da increase in mass (m/z 5,342.8 Da) (Fig. 5a) that is consistent with the addition of

thiophenol to the dehydroalanine via the Michael addition reaction. Also, the spectra of βME-

treated samples revealed a new peptide with a 60 Da increase in mass (m/z 5,310.74 Da) that is

consistent with the addition of βME to dehydroalanine via Michael addition (Fig. 5b). The

successful conjugate addition confirms the formation of a dehydroalanine residue in hMGL,

treated with AM3506, and this transmuted residue’s availability for nucleophilic addition.

Page 105: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

86

Conclusions

We have characterized the molecular mechanism of hMGL’s inhibition by AM3506

through a comprehensive mass spectrometric (MS) analysis. The reaction of AM3506 with both

MGL and FAAH exhibited a “one–to-one” stoichiometry. We showed that AM3506-based

inhibition of MGL occurs through sulfonylation of the catalytic serine (Ser122), followed by a

His121 mediated β-elimination reaction that resulted in desulfonylation of the inactivated enzyme

and the subsequent formation of a dehydroalanine122 residue. To confirm the formation of

dehydroalanine, a Michael acceptor, we performed conjugate addition (Michael reaction) using

the activated thiols, thiophenol and betamercaptoethanol as nucleophiles. A comparison of the

spectra of the tryptic digest from untreated and thiol-treated hMGL confirmed the addition of

these thiols to dehydroalanine122. Additionally, intact hMGL pretreated with AM3506, was

incubated with thiophenol after adjusting the pH to 12.0 to catalyze dehydroalanine formation,

and the intact mass was analyzed by LC-MS. The spectrum showed a peak with an average mass

of 34215.2 Da (+91.6 Da), a mass consistent with the formation of S-phenyl cysteine and the

consequent calculated mass increase of 92.1 Da (Supplementary Data, Fig S1)

To provide evidence that His121 is essential in directing the desulfonylation via β-

elimination mechanism, we expressed and purified mutant H121S hMGL and treated it with

AM3506. We did not observe any new peptides attributable to the β-elimination mechanism.

Similarly, we did not observe any peptides attributable to β-elimination in AM3506-treated fatty

acid amide hydrolase (FAAH), a serine hydrolase enzyme that has no histidine preceding the

catalytic serine (Supplementary Data, Fig. S2, Fig. S3, and Fig. S4). We attempted to analyze a

rFAAH I250H mutant in the attempt to induce β-elimination, but unfortunately this mutant was

catalytically silent (data not shown). LC-MS/MS analysis of this mutant showed no difference in

Page 106: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

87

the 221-251 peptide upon incubation with AM3506 (Supplementary Data, Fig S5a). In the

rFAAH sample that was treated with AM3506, no β-elimination occurred because the mutant did

not interact with AM3506 (Supplementary Data, Fig S5b).

In general, desulfonylation of a sulfonyl enzyme can be achieved by three different

mechanisms: (1) direct displacement of the sulfonate anion by a nucleophile132 2) an

intramolecular cyclization reaction that leads to an oxazoline ring133, or 3) β-elimination to form

dehydroalanine134. FAAH clearly undergoes the first process since the catalytic serine residue is

regenerated on desulfonylation. Intramolecular cyclization requires complete departure from the

ridged structure of the peptide. While this is possible during trypsin digestion, in no case was the

presence of an oxazoline ring detected. The β-elimination mechanism has only been observed in

intact proteins for p-toluenesulfonyl chymotrypsin in 0.1 N NaOH (pH >13.0). Our discovery

that the path of desulfonylation in hMGL occurs via β-elimination during overnight trypsin

digestion (pH= 8.0) due to a specific histidine residue outside of the catalytic triad presents a

selective approach for serine hydrolase modification at the catalytic residue that confers new

function without genetic manipulation. We believe that H121 creates a microenvironment

surrounding the catalytic Ser122 in which the pH increases; and as a result, elimination is favored

over substitution21. Also, we show that increasing the pH to 12.0 causes the intact

monosulfonylated hMGL to underdo β-elimination quickly (in less than 1hr), which results in the

formation of dehydroalanine.

Nucleophilic additions to the α,β-unsaturated dehydroalanine residue by different

nucleophiles demonstrates a novel, selective approach for serine hydrolase modification.

Fluorogenic probes can now be designed using this paradigm to target catalytically active serine

Page 107: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

88

hydrolases. The ability to confer new functions on MGL specifically can enable us to study this

potential cancer-cell biomarker, and provide a greater understanding of its function within a

global, context.

Page 108: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

89

Materials and Methods

Materials

Culture media, Bio-SpinTM P-6 columns and SDS-PAGE supplies were purchased from

Bio-Rad (Hercules, CA). MS-grade trypsin (Trypsin Gold) was from Promega (Madison, WI).

AM3506 and AHMMCE were synthesized at the Center for Drug Discovery, Northeastern

University.

Methods

Expression and purification of hMGL and H121S hMGL

Expression and purification of hMGL and the histidine-to-serine single mutant human

MGL (H121S hMGL) followed a similar procedure as reported by Zvonok et al.74,135 A single E.

coli BL21 (DE3) colony, containing either pET45His6hMGL or pET45His6H121ShMGL

plasmid, was used to inoculate 20 mL of Luria broth (LB) medium containing ampicillin

(100µg/mL) and was grown overnight at 37°C with shaking (~250 rpm). The following day, 10

mL of the overnight culture was used to inoculate 1 L of fresh Luria broth-ampicillin and

allowed to grow until the culture reached an OD600 of 0.6. Protein expression was induced with

isopropyl β-D-thiogalactopyranoside (IPTG) to a final concentration of 1 mM and the

temperature lowered to 33°C. Following a 4 hr. induction, the cells were collected by

centrifugation at 5000 x g for 10 min at 4°C and stored at –80°C. For purification, the frozen

pellet was thawed on ice, re-suspended in lysis buffer (50 mM Tris, 100 mM NaCl, 1% Triton X-

100, pH=8.0) and sonicated on ice. The cell lysate was then centrifuged at 30,000g for 30 min at

4°C. The supernatant was added to 0.5 mL (bed volume) of Cobalt-NTA resin (Clonetech) pre-

equilibrated with lysis buffer and mixed for 1 hr. at 4°C. The suspension was transferred to a

gravity-flow column and washed with 20 mL lysis buffer, then with 10 mL of lysis buffer

Page 109: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

90

containing 10 mM imidazole. Finally, hMGL was eluted with 3 mL of lysis buffer containing

250 mM imidazole in 0.5 mL fractions, and the purity was checked with SDS-PAGE.

Interaction of AM3506 with hMGL and H121S hMGL

A solution containing purified hMGL or H121S hMGL (50μl of 5 µM) in lysis buffer

was incubated with AM3506 (in DMSO) at a compound-to-enzyme molar ratio of 10:1 at room

temperature for 1 hr. In control samples, DMSO was added to the enzyme solution instead of

AM3506. An aliquot of each mixture was used to check activity after 1 hr. using the fluorescent

assay method (described below). The reaction was terminated by desalting with a Bio-Spin 6

column in 25 mM ammonium bicarbonate buffer containing 0.05% CYMAL (pH 8.0). The

sample was digested with 200 ng of Trypsin Gold (Promega, Madison, WI) overnight at 37°C.

Assay of hMGL and H121S hMGL inhibition using AHMMCE

An in-house fluorometric assay135 was used to evaluate the hMGL and H121S hMGL

inhibition by AM3506, after incubation with AM3506 for 1 hr. at room temperature. MGL

activity was monitored by the hydrolysis of the fluorogenic substrate: 7-hydroxy-6-methoxy-4-

methylcoumarin ester (AHMMCE) to form the fluorescent product 7-hydroxy-6-methoxy-4-

methylcoumarin (HMMC). hMGL (30 ng) and AHMMCE (final concentration 20 μM) were

added to a total volume of 200 μL in assay buffer (50 mM Tris-HCl, pH 7.4) in a 96-well plate.

The reaction was allowed to proceed for 3 hr. at 25°C. Fluorescence readings were taken every

15 minutes at 360 nm/460 nm (λexcitation/λemission) on a BioTek Synergy HT Microplate Reader

(BioTek Instruments, Winooski, VT).

Page 110: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

91

Intact mass analysis of AM3506-treated hMGL

A Waters LCT-Premier mass spectrometer was used to determine the intact mass of

AM3506-treated hMGL samples. The instrument was calibrated with 500 fmol/mL horse

myoglobin (Sigma-Aldrich) before and after reach run. Instrument conditions were as follows:

source temperature, 80°C; desolvation, 175°C; capillary voltage, 3200 V; and cone voltage, 35

V. Dialyzed, detergent-free hMGL in buffer A (50 mM Tris, 100 mM NaCl, pH 8.0) were

incubated with AM3506 at a compound to protein molar ratio of 10:1. After 1 hr. of incubation

at pH 8.0, samples (200 pmol) were injected onto a self-packed POROS 20 R2 2 mm x 20 mm

trap column which traps the protein but allows buffer salts through. Samples were manually

desalted with an appropriate (>5 x the volume of the sample) volume of 0.1% formic acid in

H2O. The desalted protein was then eluted from the column with a 15-75% gradient of

acetonitrile containing 0.05% TFA at flow rate 50 µL/min in 4 min. The intact mass of AM3506-

treated hMGL was also determined after adjusting the pH of buffer A to 12.0.

MALDI-TOF MS analysis of tryptic digests (AM3506 hMGL and H121S hMGL)

MS data were obtained using a 4800 MALDI TOF/TOF instrument (Applied Biosystem,

Framingham, MA) equipped with a 200 Hz solid-state ultraviolet laser (wavelength 355 nm).

Samples were crystallized on a 384-well MALDI plate (Opti-TOF™ 384 Well Insert, Applied

Biosystems) by spotting 0.5 μL tryptic digest and 0.5 μL α-cyano-4-hydroxycinnamic acid

matrix (5 mg/mL in 50% water/50% acetonitrile/0.1% trifluoroacetic acid). The digested samples

were diluted 5-fold and 10-fold with α-cyano-4-hydroxycinnamic acid matrix solution and 1 μL

of the diluted samples were spotted for analysis. External calibration of the spectra was carried

out by using a mixture of 6 calibrants with masses (MH+) of 904.468, 1296.685, 1570.677,

2093.086, 2465.198, and 3657.929 corresponding to des-Arg1-bradykinin, angiotensin I, glu-

Page 111: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

92

fibrino peptide, ACTH (fragment 1–17), ACTH (fragment 18–39), and ACTH (fragment 7–38)

respectively. For data analysis, the monoisotopic peaks were compared with the theoretical

molecular weights corresponding to the expected tryptic peptides. MS-digest (University of

California, San Francisco, CA) was used to calculate the theoretical molecular weights of the

expected peptides after digestion. The maximum error limit was set to 80 parts per million

(ppm).

Additions of thiols to the tryptic digest samples of hMGL and H121S hMGL

Tryptic digest samples of hMGL and H121S hMGL (40 μL, 120 μM) pretreated with

AM3506 were incubated with either thiophenol, or beta-mercaptoethanol (βME) at a thiol to

MGL molar ratio of 2:1. The incubation was performed at 37°C for 30 min. For the thiophenol

sample, the pH was adjusted to 8.0 and for βME sample, the pH was adjusted to 12.0. Samples

were directly spotted on a 384-well MALDI plate (Opti-TOF™ 384 Well Insert, Applied

Biosystems) and crystallized by adding α-cyano-4-hydroxycinnamic acid matrix as described

above.

Addition of thiophenol to sulphonylated intact hMGL

Samples of hMGL (50 μL, 120μM) pretreated with AM3506 were incubated with

thiophenol at a thiophenol to MGL molar ratio of 2:1. The incubation was performed at room

temperature for 1 hr. at pH 8.0. After incubation, samples (200 pmol) were injected onto a self-

packed POROS 20 R2 2 mm x 20 mm trap column. Samples were manually desalted with 0.1%

formic acid in H2O. The desalted protein was then eluted from the column with a 15-75%

gradient of acetonitrile containing 0.05% TFA at flow rate 50 µL/min in 4 min.

Page 112: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

93

Schema

Scheme 1: Proposed mechanism of hMGL inactivation by AM3506.

The path of desulfonylation outlined above is consistent with the MS data.

Page 113: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

94

Figures

Fig. 1. Inhibition curves for serine hydrolases using AM3506.

a) MBP-hFAAH hydrolysis of AAMCA substrate. b) ΔTM-rFAAH hydrolysis of AAMCA

substrate. c) hMGL hydrolysis of AHMMCE substrate. d) Structure of AM3506.

Page 114: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

95

Fig. 2. LC-TOF ESI-MS analysis of hMGL enzyme masses.

a) Intact mass of unmodified hMGL at pH 8.0. b) Intact mass of AM3506-treated hMGL at pH

8.0. c) Intact mass of AM3506-treated hMGL, incubated at pH 12.0 for 1 hr. at RT.

Page 115: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

96

Fig. 3. MS/MS analysis of hMGL inactivation by AM3506.

a) MALDI-TOF MS mapping of the tryptic digest for purified hMGL. Top: a unique tryptic

peptide (m/z 5233.1) in AM3506-treated hMGL (18 Da lighter when compared to the respective

unmodified peptide). Bottom: high-resolution spectra of the precursor ion for the unmodified

peptide (m/z 5251.6) that contains the catalytic serine. b) MALDI-TOF MS/MS analysis

identifying Ser122 as the modified residue. Top: unmodified peptide. Bottom: AM3506-treated

peptide.

Page 116: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

97

Fig. 4. H121S hMGL inhibition by AM3506.

a) The activity of H121S hMGL as a function of time before and after treatment with AM3506.

b) MALDI-TOF MS analysis of AM3506-inhibited H121S hMGL. Top: mass spectra of the

tryptic peptide containing the catalytic serine. Bottom: The peptide remains unmodified

following AM3506 treatment.

Page 117: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

98

Fig. 5. MALDI TOF MS analysis of the conjugate addition of thiophenol and β-

mercaptoethanol (βME) to AM3506-treated hMGL.

a) hMGL treated with AM3506 only. b) hMGL treated with AM3506 followed by the addition of

thiophenol. c) hMGL treated with AM3506 followed by the addition of βME.

Page 118: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

99

Supplementary Data

Expression and purification of ΔTM rFAAH

The transmembrane-deleted rat FAAH (ΔTM rFAAH) was expressed in E. coli cells and

purified using a procedure adapted from Patricelli et al21. Briefly, 1L of LB medium was

inoculated with 10 mL of the overnight culture. Cultures were then induced with IPTG (1mM) at

an OD600 of 0.6-0.8 for 4 h and pelleted at 5000 rpm for 10 min. For purification, the cells (3g)

were thawed on ice, resuspended in lysis buffer (50 mM Tris, pH 8.0 containing 100 mM NaCl,

and 1% Triton X-100) and lysozyme was added to a final concentration of 1 mg/mL. The lysate

was then sonicated and centrifuged at 10,000 x g for 35 min at 4 °C. The supernatant was added

to 0.5 mL (bed volume) of pre-equilibrated cobalt -NTA beads and mixed for 1 hr. at 4 °C. The

suspension was transferred to a gravity-flow column and washed with 20 mL lysis buffer, then

with 10 mL of lysis buffer containing 10 mM imidazole, and then to 10 mL of lysis buffer

containing 30 mM imidazole. ΔTM rFAAH was eluted with 4 mL of lysis buffer containing 250

mM imidazole. The elution was transferred directly to a heparin column pre-equilibrated with

imidazole elution buffer. The heparin column was washed with 20 mL of imidazole elution

buffer, 20 mL of wash buffer 1 (20 mM HEPES (pH 7.8), 1 mM EDTA, 10% glycerol and 0.5%

CHAPS) with 150 mM NaCl, and 20 mL of wash buffer 1 with 300 mM NaCl. ΔTM FAAH was

eluted with 5 mL of buffer 1 with 700 mM NaCl. The elution fractions were desalted and

concentrated using Millipore Ultra centrifugal filter tubes (10K cut off membrane). The desalted

samples were then loaded into Sephacryl S-200 high resolution gel filtration columns

equilibrated in (20 mM HEPES (pH 7.8), 150 mM NaCl, 1mM EDTA, and 0.1% LDAO) at a

flow rate of 0.5 mL/min. Eluted fractions were concentrated and analyzed by SDS-PAGE to

confirm purity.

Page 119: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

100

Interaction of AM3506 with ΔTM rFAAH

A solution (50 μL, 4 µM) containing purified ΔTM FAAH in lysis buffer was incubated

with AM3506 at a compound:enzyme molar ratio of 2:1. The incubation was conducted at room

temperature for 1 hr. Control samples (DMSO was added to the enzyme solution instead of the

test compound) were prepared in parallel. An aliquot of each mixture was used to evaluate

activity after 1 hr. using the fluorescent assay method as described previously. The incubations

were terminated by desalting with a Bio-Spin 6 column in 25mM ammonium bicarbonate buffer

containing 0.05% CYMAL (pH 8.0), and the samples were subjected to digestion with 200 ng of

Trypsin Gold (Promega, Madison, WI) overnight at 37 °C.

Assay of ΔTM FAAH inhibition using AAMCE

The ΔTM FAAH inhibition by AM3506 was checked after incubation with AM3506 for

1 hr. at room temperature. ΔTM FAAH activity is monitored by the hydrolysis of the fluorogenic

substrate N-arachidonoyl, 7-amino-4-methylcoumarin amide (AAMCA) to form the fluorescent

product, 7-amino-4-methylcoumarin (AMC).116 Briefly, the assay was performed in a 96-well

format in 50 mM HEPES, 1 mM EDTA, 0.1% BSA, pH 7.4 buffer with ΔTM FAAH alone and

ΔTM FAAH that has been incubated with AM3506. AAMCA was then added to a final

concentration of 10 µM in a total volume of 200 µl. The incubation was continued for 4 hr.,

during which fluorescence readings at 360 nm/460 nm (λexcitation/λemission) were taken on a BioTek

Synergy HT Microplate Reader (BioTek Instruments, Winooski, VT) every 20 min.

LC/MS ESIMS Intact mass analysis of AM3506-treated ΔTM rFAAH

Waters LCT Premier mass spectrometer was used to determine the intact mass of

AM3506-treated ΔTM FAAH samples. Instrument conditions were as follows: source

Page 120: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

101

temperature, 80 °C; desolvation, 175°C; capillary voltage, 3200 V; and cone voltage, 35 V.

Dialyzed, detergent free ΔTM FAAH solutions were incubated with AM3506 at a

compound:protein molar ratio of 2:1. After 1 hour of incubation, samples (200 pmol of protein)

were injected onto a 2mm x 20mm trap column containing self-packed POROS 20 R2 which

traps the protein but allows buffer salts through. Samples were manually desalted with an

appropriate (>5x the volume of the sample) volume of 0.1% formic acid in H2O. The desalted

protein was then eluted from the column with 15-75% acetonitrile containing 0.05% TFA over 4

min. All samples were calibrated with infusing 500 fmol/mL myoglobin at 10ul/min at the end of

each run.

MS/MS Analysis of rFAAH I250H Tryptic Peptides

LC-MS/MS analysis of rFAAH I250H tryptic peptides was performed with a Waters

Synapt G2 mass spectrometer coupled to a Waters nanoACQUITY UPLC System. Separation of

the peptides was carried out on a Waters ACQUITY UPLC HSS T3 column (1.0 x 50 mm,

packed with 1.8 µM silica particles). The sample, 100 pmol of rFAAH I250H in 100 mM

NH4CO3 and 0.05% CYMAL-6 detergent, was diluted up to 50 µL in water and injected onto the

column. The sample was desalted on Waters ACQUITY UPLC BEH C18 VanGuard Pre-column

(packed with 1.7 µM BEH particles) over 3 min with 95% water and 5% acetonitrile at 60

µL/min. Mobile phase A (water and 0.1% formic acid) and B (acetonitrile and 0.1% formic acid)

were applied as a gradient (8% B to 40% B over 6 min, then 40% B for 1 min, then 40% B to

85% B over 30 seconds, then 85% for 1 min, then 85% B to 5% B over 30 seconds, then 5% B

for 3 min) over 12 min at a flow rate of 60 µL/min. MS scans were acquired from m/z 50 to

1990. Peptides were identified using Waters software (Protein Lynx Global Server 2.5).

Page 121: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

102

Assignment of Trypsin Digested Peptides from rFAAH I250H

Acquired spectra were searched by Protein Lynx Global Server 2.5 using the sequence of

rFAAH I250H. Peptides were further filtered using Waters software DynamX. Peptides could

not have an error greater than 20 ppm, must contain a minimum of two consecutive amino acid

fragments and at least 0.2 products/amino acid. Peptides belonging to rFAAH I250H that were

treated with inhibitor were searched with a side chain dehydration variable modifier on.

Page 122: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

103

Supplementary Figures

Fig. S1: LC-ESI MS analysis of hMGL enzyme masses at pH 8.0.

a) The intact mass of unmodified hMGL. b) intact mass of AM3506-treated hMGL. c) Intact

mass analysis of AM3506-pretreated hMGL that was incubated with thiophenol after adjusting

the pH to 12 to catalyze dehydroalanine formation. The analysis of C shows the covalent

attachment of AM3506; an addition of 226.1 Da to the total mass of hMGL that is consistent

with enzyme sulfonylation. There is a peak with an average mass of 34,215.2 Da (+91.6 Da), a

mass consistent with the direct replacement of sulfonyl group with thiophenol. (* indicates Co++-

6-His adduct formed during purification)

Page 123: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

104

Fig. S2. Coomassie-stained SDS-PAGE gel for purified, hexa-histidine-tagged ΔTM rFAAH

Page 124: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

105

Fig. S3. ΔTM rFAAH inhibition by AM3506.

a) The activity of ΔTM rFAAH as a function of time before and after treatment with AM3506. b)

LC-ESI MS analysis of intact masses of unmodified (top) and AM3506-treated ΔTM rFAAH

(bottom). The analysis shows the covalent attachment of AM3506; an addition of 226 Da to the

total mass of ΔTM rFAAH consistent with enzyme sulfonylation.

Page 125: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

106

Fig. S4: MS analysis of ΔTM rFAAH inhibition by AM3506.

a) MALDI-MS fingerprint of a tryptic digest of purified ΔTM rFAAH only. b) Tryptic digest of

purified ΔTM rFAAH that was treated with AM3506. The analysis shows no difference between

the two preparations; we did not observe any peptides with (-18 Da or +226 Da) mass changes in

the AM3506-treated sample. The unmodified precursor ions at m/z 2670.2 corresponds to the

tryptic peptide SPGGSSGGEGALIGSGGSPLGLGTDIGGSIR (position 221-251) which

contains the catalytic serine (Ser249) are circled.

Page 126: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

107

Fig. S5: LC-ESI MS analysis ΔTM rFAAH I250H

a) MS and MS/MS spectra of the 221-251 tryptic peptide in the +3 charge state for rFAAH

I250H mutant. b) MS and MS/MS spectra of the 221-251 tryptic peptide in the +3 charge state

for rFAAH I250H in the presence of the AM3506 inhibitor.

Page 127: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

108

Acknowledgements

Mahmoud L. Nasra,1, Michael Johnsona,1, Nikolai Zvonoka, Xiaomeng Shib, Shakiru O.

Alapafujac, Spyros P. Nikasa, Brent Kochertb, Thomas Walesb, John R. Engenb, Zhaohui Sunny

Zhoub , David Janeroa, Alexandros Makriyannis*,a,c

1 These authors contributed equally to this work.

a Center for Drug Discovery, Department of Pharmaceutical Sciences, Northeastern University,

116 Mugar Life Sciences Building, 360 Huntington Avenue, Boston, MA, 02115 USA.

b Department of Chemistry and Chemical Biology and Barnett Institute of Chemical and

Biological Analysis, Northeastern University, Boston, MA, 02115, USA.

c MAK Scientific LLC, 801 Albany Street Suite 107/108, Boston, MA, 02119, USA

* To whom correspondence should be addressed

Tel.: +1-617-373-4200; fax: +1-617-373-7493; e-mail: [email protected]

Page 128: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

109

Chapter 5

Synthesis and Characterization of a Novel, Theranostic, Click-Enabled

Nanoplatform

Page 129: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

110

Introduction

Nanomedical agents, such as gold nanoparticles (AuNPs), comprise a dynamic class of

materials with in vitro/in vivo136-139 and clinical (ClinicalTrials.gov Identifier: NCT01436123,

and NCT01270139) applications. Nanoparticles exist in a physical state between that of bulk

material and a single molecule. In this transitional state, surface, and quantum-mechanical

properties can be “tuned” simply by altering particle size and shape.140 Nanoparticles can be

synthesized to present a unique combination of magnetic,141 chemical,142 and optical143

properties, which can be optimized for biomedical applications. Using click chemistry, MGL and

FAAH inhibitors can be conjugated to these therapeutic, and diagnostic imaging

“nanoplatforms,” which can then be then utilized for hyper-thermal ablation therapy144, and MRI

contrast enhancement145,146 in real time.147 Coupling endocannabinoid-hydrolyzing enzyme

inhibiting medications to this platform in this way would expand the field from palliative, to

direct antineoplastic treatment with these agents.

Herein we synthesize and characterize a multi-lamellar nanoplatform based on the

particles synthesized by Melancon et al.147 for imaging, drug delivery, and therapeutic

applications. These “fLPA-SPIO@AuNS” particles are comprised of a superparamagnetic iron

oxide SPIO core (Scheme 1a), which was chosen to enable deep tissue magnetic hyperthermia148,

MRI contrast enhancement, and the magnetic targeting/trapping149 of these particles. Localized

hyperthermia (or thermal ablation therapy) can be used to kill cancer cells by coagulating

intracellular proteins (inducing apoptosis) and destroying nearby blood vessels, while leaving

healthy, non-tumor cells intact.150 SPIO nanoparticles will produce localized heating when

exposed to an alternating current magnetic field,151 which can be produced in an MRI

instrument.152 The mechanism by which hyperthermia (temperature: 42–45 °C) and hyperthermic

Page 130: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

111

ablation therapy (temperature: >50 °C) proceeds is through subsequent increased immunologic

response (increased levels of peripheral blood CD4+ T cells, and serum IL-2).153 These particles

also act as T1 and T2, contrast enhancing imaging agents in the MRI,154,155 which allows for

better imaging of tumor borders, and allows for real time tracking of treatment efficacy. These

particles can also be directed to, and or confined within, tumor sites, with use of an externally

applied magnetic field.156 When the particles enter the field, the tumor cells are unable to clear

them, leading to highly precise, targeted treatments.

The dielectric SiO2 that makes up the second layer of the fLPA-SPIO@AuNS (Scheme

1a) enhances the surface plasmon resonance (SPR) of the gold shell157,158 that was designed for

biocompatibility,159,160 facile bioconjugation,161,162 and both photothermal and imaging

capabilities.163,164 SPR in gold nanoshells is the vibrational oscillation of surface electrons,

stimulated by monochromatic light. In smaller particles, light in the blue-green spectrum is

absorbed, while red light is reflected. As particle size increases, however, SPR absorption

redshifts to longer wavelengths, eventually landing in the infrared (IR) spectrum of 700 to 1,000

nm. The excitation wavelength can be further tuned by varying the thickness of the gold shell.165

This SPR phenomena leads to localized heating, which can be used to hyper thermally ablate

solid tumors. Infrared light can penetrate tissue to a depth of 1-2 cm,166 making this therapy

useful for the treatment of superficial, solid tumors.

Gold nanoshells can be functionalized with dihydrolipoic acid (LPA),162 since the dithiol

readily adsorbs onto gold surfaces.167 This can be used to facilitate conjugation of targeting,

therapeutic, or imaging agents to the fLPA-SPIO@AuNS platform (Scheme 1b). Therefore, a

modified LPA, the product of the conjugation of lipoic acid and propargyl amine (using N, N’-

Dicyclohexylcarbodiimide (DCC) as the dehydration agent) can be used to present a functional

Page 131: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

112

alkyne moiety on the surface of these particles for azide-alkyne Huisgen cycloaddition168 (‘click’

addition) of azido-functionalized entities. In this case, conjugation of a novel, azido-

functionalized MGL inhibitor could be used to target metastatic breast cancer cells.2 In this case,

the fLPA-SPIO@AuNS MGL inhibitor would act as both a targeting ligand, and an anti-

metastatic agent. Presented here is the complete synthesis, monitored using transmission electron

microscopy (TEM), dynamic light scattering spectroscopy (DLS), and nuclear magnetic

resonance imaging (MRI), of fLPA-SPIO@AuNS particles.

Page 132: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

113

Results and Discussion

TEM imaging to monitor particle synthesis

Hydrophobic superparamagnetic iron oxide nanoparticles (SPIONs) (core particles –

Scheme 1) were synthesized using a co-precipitation method.169 TEM images of these particles

showed them to be disperse, and ranging in size from around 5 to 15 nm, with an average

diameter of 10 nm (Fig. 1). These particles were of sufficient stability to store at 4 °C for future

use in nanoplatform development. The core particles were highly attracted to a neodymium

magnet, and would disperse in cyclohexane when the magnet was removed. Upon lyophilization,

the particles did not appear to oxidize (no change in color) and the NP powder could be

resuspended easily in cyclohexane.

The hydrophobic SPIONs were then coated in SiO2 using the Stöber process170 and a

monolayer of SiO-NH2 was grown on the surface of these particles to facilitate seeding with 2

nm gold nanoparticles. TEM micrographs showed a clear core-shell morphology (Fig. 2top).

Particles ranged in size from 35 to 45 nm and had an average diameter of 40 nm (Fig. 2). After

adding THPC stabilized 2 nm gold nanoparticles to the now hydrophilic population of particles

in solution, seeding was clearly evident on the surface of the particles (Fig. 2bottom).

Dynamic light scattering analysis particle synthesis

For the hydrophilic nanoparticles, dynamic light scattering (DLS), a nondestructive

analysis technique, was used to determine the hydrodynamic size of these particles. In DLS

imaging, a coherent, monochromatic light source (of a large wavelength relative to the particle

size to be measured) is used to measure particle motion in solution. This motion (beam crossing)

is then filtered through an autocorrelation function which is subsequently deconvoluted to solve

for the particle’s diffusion coefficient, which is a function of particle-in-solution hydrodynamic

Page 133: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

114

size. The intensity weighted chromatograms from the silica coated SPIONs (SC-SPOINs)

showed a hydrodynamic size of 135.8 nm with a polydispersity index (PDI) of 0.005 (Fig. 3a).

This differs greatly from the physical size of these particles as measured by TEM, and suggests

these particles have a layer of water that attaches to the particles’ surface and moves with them

in aqueous solution. This interpretation is consistent with the hydrophilicity of the surfaces of

these particles. After seeding, the particle hydrodynamic size was measured 136.6 nm with a PDI

of 0.005 (Fig. 3b). As such, no significant change in particle hydrodynamic size, or

polydispersity was detectible by DLS after particle seeding.

Following fLPA-SPIO@AuNS formation with various surfactant ratios, and solvents, a

distinct change in hydrodynamic size was evident. For fLPA-SPIO@AuNSs formed with a 2/1

ratio of LPA to SH-PEG in water, a 93.9 nm hydrodynamic size was measured with a PDI of

0.030 (Fig. 4). For fLPA-SPIO@AuNSs formed with a 1/1 ratio of LPA to SH-PEG in water, a

111.2 nm hydrodynamic size was measured with a PDI of 0.005 (Fig. 4). For fLPA-

SPIO@AuNSs formed with a 1/1 ratio of LPA to SH-PEG in 50 % DMSO(aq), a 138.8 nm

hydrodynamic size was measured with a PDI of 0.005 (Fig. 4). Many factors can contribute to

the size of gold nanoshells,171 but in this case the surfactant LPA appears to be the determining

factor. It is known that surfactants can stabilize nanoparticles, but they also mould the size and

shape of the particles.172 From these results, it appears that LPA has higher solubility in DMSO

than on the surface of SPIO@AuNS particles. As such, the more LPA available to react with the

particles, the smaller the particles hydrodynamic size will be. Another interpretation of these

results could be that the hydrophilicity of the surface changes, but the particle size is unaffected.

This interpretation does not reconcile the visible color change in the fLPA-SPIO@AuNS

Page 134: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

115

solutions, a clear sign of differing particle sizes and differing optical properties of these

populations.

T2 contrast enhancement as measured by MRI

SC-SPIONs of varying concentrations from 1 nM to 1 mM were analyzed for T2 contrast

enhancement against agar phantoms using nuclear magnetic resonance imaging (MRI) (Scheme.

2). Slices were analyzed for T2 enhancement with variable contrast (Fig. 5a). T2 values

decreased in a dose-dependent manor as expected for SPIONs, becoming significant in the µM

concentration range (Fig. 5b). Changes in T1 relaxivity were not significant, but became

pronounced for the 1 mM concentration (data not shown). Imaged slices of samples containing

µM concentrations of SC-SPIONs showed clinically relevant contrast enhancement (Fig. 5c),

similar to that of Feridex®, an FDA approved contrast agent. Relevant concentrations were

likely much lower, perhaps in the high nM range, since the concentration estimations used here

assumed no loss of iron in the synthesis of SC-SPOINs. From the TEM images, it would appear

that small and large iron oxide particles were not incorporated in the SC-SPIONs, so some loss

would be expected. Further study is required do determine the intracellular concentration of

fLPA-SPIO@AuNS particles necessary to image small neoplasms with MRI, but this study has

provided a proof of concept for this technique.

Page 135: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

116

Conclusions

In this study, a novel nanomedical agent was synthesized and characterized. This fLPA-

SPIO@AuNS nanoplatform could be coupled to a targeting moiety, such as an MGL or FAAH

inhibitor, in order to target this diagnostic imaging, and therapeutic agent to aggressive breast

cancer cells. The synthesis of the core SPIO particles was characterized by TEM. As predicted,

hydrophobic, magnetic nanoparticles with an average diameter of 10 nm were synthesized. These

particles were then coated with silica, and functionalized with a monolayer of NH2-silica. SC-

SPIONs with an average physical diameter of 40 nm, and an average hydrodynamic diameter of

~140 nm were then seeded with 2 nm gold to provide nucleation sites for gold shell growth. This

seeding did not change the hydrodynamic diameter of the particles, and this process was

monitored by TEM and DLS. Subsequent growth of the gold shell was regulated by surfactant

LPA ratio and availability for binding. A greater amount of LPA lead to thinner shell formation.

Additionally, these particles acted as T2 contrast enhancing agents in the MRI. Development of

the fLPA-SPIO@AuNS platform opens the door to a plethora of targeting, therapeutic, and

diagnostic imaging agents that could be bioconjugated via click chemistry to this nanomedical

agent. Additionally, by adjusting the size of this platform, the optical and chemical properties of

this drug can be tuned for specific applications. Due to the size of these particles, even in the

absence of additional targeting agents, bioaccumulation in tumor cells would be expected due to

the enhanced permeability and retention (EPR) effect173 for nanoparticles under 200 nm in

physical and hydrodynamic size. This makes the fLPA-SPIO@AuNS platform an attractive

launchpad for future drug discovery and development.

Page 136: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

117

Materials and Methods

Materials

Standard laboratory chemicals and buffers were purchased from Fisher Chemical

(Pittsburgh, PA) and Sigma Chemical Co. (St. Louis, MO).

Methods

SPIO Synthesis via modified co-precipitation method

5 mL of 0.1 M FeCl2 was mixed with 30 mL of 0.1 M FeCl3 in a round bottomed flask

equipped with a temperature probe, and stirred for 20 min in a chemical hood, at which point 100

mg of oleic acid was added. The solution was heated to 50°C, and 3 mL of 5 M NH4OH was

added drop wise. Heating was continued until a temperature of 80°C was reached; then this

temperature was maintained for 30 min. The clear, pale, yellow-green solution turned brown-

black, indicating the formation of iron oxide nanoparticles. The sample was then cooled to room

temperature, and MNPs were isolated using a small, neodymium magnet. Magnetic particles

were then suspended in cyclohexane.

Silica coating of SPIO nanoparticles

In a 20 mL scintillation vial, 60 μL of concentrated, aqueous ammonia, 0.53 g of Igepal

CO-520, 150 μL of cyclohexane solution containing 2 mg/mL Fe3O4 NPs, and 10 mL of

cyclohexane were vigorously stirred for 30 mins. To this, 0.5 mL of a cyclohexane solution

containing 0.056 g/mL of freshly prepared, tetraethyl orthosilicate precursor was added. The

solution was then stirred overnight (20 h) at room temperature, and 1 mL of absolute ethanol was

then added to precipitate the particles from the micro emulsion. This solution was centrifuged at

11,000 rpm for 30 min. The supernatant was discarded; the pellet was washed at least 2 times

with absolute ethanol, then dispersed in 80% ethanol (in DI water), and stored at 4°C. After one

Page 137: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

118

day, fresh (3-Aminopropyl)triethoxysilane (APTES) was added to the silica solution. This

solution was stirred for 2 hr., and then heated to boiling temperature where it was held for 4

hours (additional 80% ethanol was added, as needed, to maintain volume). Five cycles of

centrifugation and re-dispersion in pure ethanol were performed to remove any residual

reactants.

THPC-stabilized gold solution synthesis

To a flask containing 45 mL of water, 0.5 mL of freshly prepared 1 M NaOH and 1 mL

of Tetrakis(hydroxymethyl)phosphonium chloride (THPC) (12 µL of 80% THPC in water) were

added. The mixture was stirred for 5 min and then 10 mL of 5 mM HAuCl4 was added. A color

change from yellow to dark brown indicated the formation of THPC-gold.

Particle Seeding

To a 50 mL volume of THPC-stabilized gold, 500 µL of the amino-silica coated particles

was added; the mixture was stirred, and after 1 hour, the solution was centrifuged and the pellet

redispersed in DI water. The “seeded” solution was centrifuged a second time, then redispersed

in 40 mL of water.

Synthesis of LPA

(R)-Lipoic acid (3 g, 4.85 mmol) was dissolved in dry dichloromethane (50 mL) followed

by the addition of propargyl amine (933 µL, 4.85 mmol). The solution was cooled to 0°C in an

ice bath, and N,N'-dicyclohexylcarbodiimide (DCC) (27 g, 14.55 mmol) was added in one

portion. After 3 hours, an additional 10 g DCC was added. The reaction was stirred overnight

and warmed to room temperature, filtered through paper to remove DCU, and concentrated. The

crude product was re-dissolved in dichloromethane and filtered (3x) to completely remove DCU,

purified on a silica gel column, and eluted with 50% ethyl acetate/petroleum ether. 1H NMR

Page 138: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

119

(399 MHz, CDCl3) δ 5.67 (s, 1H), 4.05 (dd, J = 5.1, 2.5 Hz, 2H), 3.57 (dt, J = 12.7, 6.4 Hz, 1H),

3.22 – 3.06 (m, 2H), 2.46 (dt, J = 12.2, 6.5 Hz, 1H), 2.25 – 2.17 (m, 4H), 1.91 (dt, J = 19.8, 6.9

Hz, 2H), 1.57 – 1.38 (m, 4H). 13C NMR (100 MHz, CDCl3) δ 172.52, 79.78, 71.90, 56.62,

40.49, 38.72, 36.37, 34.84, 29.42, 29.10, 25.42.

Gold Shell Growth

To 40 mL of water, 500 µL (20 mg/mL) of K2CO3 aqueous solution was added; the

solution was stirred for 10 min, then 600 µL of 1% HAuCl4 solution was added, and it was

stirred again for 30 min. To this, 2 mL (5 mg/mL) of “seeded” particles were then added with 10

µL of 2.5 g/mL aqueous NH2OH, and the solution was gently rocked for 1 min. Then, 100 µL of

10 mg/mL mPEG2000-SH, and 5 µL of 100 mg/mL LPA in DMSO were added before shaking

for 24 hr.

Dynamic Light Scattering

The manufacturer’s protocol (Malvern Instruments) was followed and results were

recorded as intensity-weighted scans.

MRI contrast enhancement

Flame-sealed glass tubes containing water with various concentrations of SC-SPIONs

were suspended in a 1 % (w/v) agarose gel solution, which was used as a tissue phantom

following solidification. SC-SPIONs were diluted in water logarithmically, in a concentration

range of 1 nM to 1 mM. T2 was determined on a Bruker 7T MRI machine, by varying TE and

keeping TR constant with a standard gradient eco sequence, Multi-Slice-Multi-Eco. T1 was

determined by keeping TE constant and varying TR with a RARE sequence.

Page 139: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

120

Schema

Scheme 1: fLPA-SPIO@AuNS Synthetic Scheme.

a) 1) 10 nm SPIO particles are coated with silica, 2) the silica is functionalized with a monolayer

of para-amino silica, 3) 2 nm gold nanoparticles are seeded to provide nucleation sites for shell

growth, 4) gold is reduced to grow a shell on the SPIO-core, silica coated nanoparticles. b)

Dihydrolipoic acid propargyl amide is absorbed on the gold surface and click chemistry is used

to attach, in this case, an MGL inhibitor.

Page 140: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

121

Scheme 2: Agar phantoms for MRI contrast enhancement.

Sample solutions were prepared in H2O and placed in flame-sealed NMR tubes at varying

concentrations. These tubes were then embedded in a 1 % (w/v) agarose gel solution and slices

were analyzed for MRI contrast enhancement.

Page 141: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

122

Figures

Fig. 1. TEM micrographs of oleic acid stabilized Fe3O4 (SPIO) particles.

Representative images showing hydrophobic SPIO core particles with an average diameter of 10

nm. White lines show physical particle size as measured by the image processing software.

[Insets: image scale and magnification]

Page 142: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

123

Fig. 2. TEM micrographs of SiO2-NH2 coated Fe3O4 (SPIO) particles (Core-Shell) and

“seeded” particles.

Representative images showing a particle size (average diameter) of 40 nm. Black arrows

designate 2 nm gold nanoparticles beginning to adhere to the surface of the particles to provide a

nucleation site for gold shell growth. White lines show physical particle size as measured by the

image processing software. The lower images show completely seeded particles. [Insets: image

scale and magnification]

Page 143: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

124

Fig. 3. Dynamic light scattering analysis of SPIO-NH2 and seeded nanoparticles.

a) The measured hydrodynamic diameter for SPIO-NH2 particles was 135.8 nm with a

polydispersity index of 0.005. b) The measured hydrodynamic diameter for AuNP seeded SPIO-

NH2 particles was 136.6 nm with a polydispersity index of 0.005. AuNP seeding does not affect

hydrodynamic diameter for this population of particles.

Page 144: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

125

Fig. 4. Dynamic light scattering analysis of fLPA-SPIO@AuNS particles.

Surfactant ratio and abundance determines the hydrodynamic size of fLPA-SPIO@AuNS

particles during gold shell growth/functionalization. In black, a 2/1 ratio of LPA to SH-PEG in

water produced the smallest particles and represents the most surfactant. This sample showed

had the highest PDI. In red, a 1/1 ratio of LPA to SH-PEG in water produced intermediate

particles. In blue, a 1/1 ratio of LPA to SH-PEG in 50 % DMSO produced the largest particles. It

is possible that LPA has higher solubility in DMSO than on the surface of SPIO@AuNS

particles.

DLS of AuNSs

90 110 130 1500

20

40

60

80

100

1:1 (LPA:SH-PEG)in 1:1 (H2O:DMSO)

1:1 (LPA:SH-PEG)in H2O

2:1 (LPA:SH-PEG)in H2O

138.893.9 111.2

PDI=0.030 PDI=0.005 PDI=0.005

Hydrodynamic Diameter (nm)

Inte

nsit

y

Page 145: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

126

Fig. 5. Magnetic resonance images of SC-SPIONs.

a) A representative slice image of SC-SPIONs with varying contrast. b) Signal intensity vs. time

for SC-SPIONs of varying concentration (1 nM – 1 mM) showing a dose-dependent

enhancement of T2 relaxation (contrast enhancement) c) Mean T2 vs SC-SPION concentration.

T2 darkening below 100 msec is considered clinically relevant.

Page 146: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

127

Acknowledgements

Michael Johnsona, Codi Gharagouzloob, Dattatri Nageshab,c, Rajiv Kumarc, David R. Janeroa,

Alexandros Makriyannisa, Srinivas Sridhar*,b,c

a Center for Drug Discovery, Department of Pharmaceutical Sciences, Northeastern University,

Boston, MA 02115

b IGERT NSF/NCI Center for Nanomedicine Science and Technology, Northeastern University,

Boston, MA 02115

c Electronic Materials Research Institute, Department of Physics, Northeastern University,

Boston, MA 02115

* To whom correspondence should be addressed

Tel.: +1- (617)-373-2930; e-mail: [email protected]

Page 147: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

128

Chapter 6

Conclusions

Page 148: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

129

Conclusions

This work has contributed significantly to the understanding of a key regulatory pathway

involved in breast cancer progression (as well as other disease states). First, the characterization

of the nanodisc model through the use of NMR spectroscopy demonstrated that hMGL associates

with nanodiscs. This finding was confirmed through the use of copurification of (-)MSP ND in

complex with 6-his tagged MGL. This complex is formed with a stoichiometry of 1 ND-MGL

for every 6 discs assembled. This population of excess empty discs drives MGL to remain in

complex, rather than dissociating from the membrane. Additionally, determination of the length

of time required for complex formation between blank NDs and detergent-free WT hMGL in

solution provided us with yet another method for incorporating MGL in NDs, which allowed us

to examine the impact of phospholipid bilayers on MGL without the confounding data free MGL

may have provided.

Next, we used biochemical, HX MS, and computational approaches to measure the

impact of a phospholipid bilayer on the kinetic properties, and conformational dynamics of

MGL, successfully providing the first detailed study of this interaction. We demonstrated that an

area within MGL’s lid domain associates through hydrophobic interactions with the membrane,

and this association enhances the enzyme’s catabolic kinetics. Using HX MS and MD simulation

we determined that for hMGL, the lid-domain helix α4, and the distal helix α6 associated with

the membrane directly, stabilizing an open (active) conformation. Upon inhibition

(carbamylation) with AM6580, several regions of the active site of hMGL showed less

deuterium exchange. The dynamic shift in response to this covalent inhibitor provided data that

can lead to the design of novel hMGL carbamylating agents. More generally, this work

demonstrated the suitability of peptide-level HX MS for the analysis of membrane associated

Page 149: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

130

protein dynamics, and the nanodisc membrane model, for investigating the structure-function

relationship of this interaction.

Following the successful analysis of MGL in the ND model, catalytically active full

length rFAAH was successfully expressed, purified, and incorporated into NDs. This represents

the first experiment where a mammalian amidase, serine hydrolase was studied using this model.

The protocols used for isolating the membrane-protein pool, and for ND-rFAAH formation, are

generalizable to other hydrophobic mammalian recombinant proteins expressed in E. coli. The

subsequent analysis of the in-solution protein dynamics for rFAAH reviled areas of high

exchange, and zero to low exchange over the four hour time period used. Notably, the lack of

exchange in the active site domain, and the transmembrane domain support previous findings

that these hydrophobic regions interact directly with the membrane, and are not accessible to the

cytosol.20 Additionally this suggested that in solution, rFAAH may exist as a dimer imbedded

within detergent micelles. This makes rFAAH an excellent target for further analysis in the

higher fidelity ND membrane model.

Next, we characterized AM3506-inhibited hMGL and ΔTM-rFAAH via comprehensive

mass spectrometric (MS) analysis. We showed that AM3506-based inhibition of MGL occurs

through sulfonylation of the catalytic serine (Ser122), followed by a His121 mediated β-elimination

reaction that resulted in desulfonylation of the inactivated enzyme and the subsequent formation

of a dehydroalanine122 residue. To confirm the formation of dehydroalanine, a Michael acceptor,

we performed conjugate addition (Michael reaction) using the activated thiols, thiophenol and

betamercaptoethanol as nucleophiles. A comparison of the spectra of the tryptic digest from

untreated and thiol-treated hMGL confirmed the addition of these thiols to dehydroalanine122.

Additionally, intact hMGL pretreated with AM3506, incubated with thiophenol showed a peak

Page 150: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

131

with an average mass of 34215.2 Da (+91.6 Da), a mass consistent with the formation of S-

phenyl cysteine and the consequent calculated mass increase of 92.1 Da.

To provide evidence that His121 is essential in directing the desulfonylation, we

expressed and purified mutant H121S hMGL and treated it with AM3506. We did not observe

any new peptides attributable to the β-elimination mechanism. Similarly, we did not observe any

peptides attributable to β-elimination in AM3506-treated ΔTM-rFAAH which lacks any histidine

residues adjacent to the catalytic serine. We analyze a ΔTM-rFAAH I250H single mutant in the

attempt to induce β-elimination, but the mutant was catalytically silent.

Our discovery that the path of desulfonylation in AM3506-treated hMGL occurred via β-

elimination due to a specific histidine residue outside of the catalytic triad presents a selective

approach for the modification of serine hydrolases to confer new function without genetic

manipulation. Subsequent nucleophilic additions to α,β-unsaturated dehydroalanine-serine

hydrolases represents a novel, selective approach for labeling these proteins which are potential

biomarkers for certain cancers.

Following this, another approach for targeting and treating aggressive cancers was

developed. The fLPA-SPIO@AuNS nanoplatform, which could be coupled to a targeting moiety

such as an MGL or FAAH inhibitor, in order to deliver this agent to aggressive breast cancer

cells. This nanoplatform acted as a T2 contrast enhancing agent for MRI, and could be used for

hyperthermal ablation therapy. Development of this platform opened the door to a plethora of

targeting, therapeutic, and diagnostic imaging agents that could be bioconjugated via click

chemistry to this nanomedical agent. Additionally, by adjusting the size of this platform, the

optical and chemical properties can be tuned for specific applications. Due to the size of these

Page 151: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

132

particles, even in the absence of additional targeting agents, bioaccumulation in tumor cells

would be expected due to the enhanced permeability and retention (EPR) effect172 for

nanoparticles under 200 nm in physical and hydrodynamic size. This makes the fLPA-

SPIO@AuNS platform an attractive launchpad for future drug discovery and development.

The results of this work contribute significantly to the understanding of endocannabinoid-

hydrolyzing enzymes, which modulate key regulatory pathways involved in breast cancer

progression (as well as other disease states). This work has additionally opened the door for the

further development of a novel, nanomedical, pharmacologic intervention for the diagnosis and

treatment of metastatic disease.

Page 152: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

133

References

1 Altekruse SF, K. C., Krapcho M, Neyman N, Aminou R, Waldron W, Ruhl J, Howlader

N, Tatalovich Z, Cho H, Mariotto A, Eisner MP, Lewis DR, Cronin K, Chen HS, Feuer

EJ, Stinchcomb DG, Edwards BK (eds). SEER Cancer Statistics Review, 1975-2007.

(2010).

2 Nomura, D. K. et al. Monoacylglycerol lipase regulates a fatty acid network that

promotes cancer pathogenesis. Cell 140, 49-61, doi:10.1016/j.cell.2009.11.027 (2010).

3 Karlsson, M., Contreras, J. A., Hellman, U., Tornqvist, H. & Holm, C. cDNA cloning,

tissue distribution, and identification of the catalytic triad of monoglyceride lipase.

Evolutionary relationship to esterases, lysophospholipases, and haloperoxidases. J Biol

Chem 272, 27218-27223 (1997).

4 Tornqvist, H. & Belfrage, P. Purification and some properties of a monoacylglycerol-

hydrolyzing enzyme of rat adipose tissue. J Biol Chem 251, 813-819 (1976).

5 MGLL monoglyceride lipase [Homo sapiens (human)] - Gene - NCBI,

<http://www.ncbi.nlm.nih.gov/pubmed/> (2014).

6 Dinh, T. P., Freund, T. F. & Piomelli, D. A role for monoglyceride lipase in 2-

arachidonoylglycerol inactivation. Chem Phys Lipids 121, 149-158 (2002).

7 Murataeva, N., Straiker, A. & Mackie, K. Parsing the players: 2-arachidonoylglycerol

synthesis and degradation in the CNS. Br J Pharmacol 171, 1379-1391,

doi:10.1111/bph.12411 (2014).

8 Guindon, J., Guijarro, A., Piomelli, D. & Hohmann, A. G. Peripheral antinociceptive

effects of inhibitors of monoacylglycerol lipase in a rat model of inflammatory pain. Br J

Pharmacol 163, 1464-1478, doi:10.1111/j.1476-5381.2010.01192.x (2011).

9 Ghosh, S. et al. The monoacylglycerol lipase inhibitor JZL184 suppresses inflammatory

pain in the mouse carrageenan model. Life Sci 92, 498-505, doi:10.1016/j.lfs.2012.06.020

(2013).

10 Comelli, F., Giagnoni, G., Bettoni, I., Colleoni, M. & Costa, B. The inhibition of

monoacylglycerol lipase by URB602 showed an anti-inflammatory and anti-nociceptive

effect in a murine model of acute inflammation. Br J Pharmacol 152, 787-794,

doi:10.1038/sj.bjp.0707425 (2007).

11 Kinsey, S. G. et al. Inhibition of monoacylglycerol lipase attenuates nonsteroidal anti-

inflammatory drug-induced gastric hemorrhages in mice. J Pharmacol Exp Ther 338,

795-802, doi:10.1124/jpet.110.175778 (2011).

12 Melis, M. et al. Protective activation of the endocannabinoid system during ischemia in

dopamine neurons. Neurobiol Dis 24, 15-27, doi:10.1016/j.nbd.2006.04.010 (2006).

13 Sciolino, N. R., Zhou, W. & Hohmann, A. G. Enhancement of endocannabinoid signaling

with JZL184, an inhibitor of the 2-arachidonoylglycerol hydrolyzing enzyme

monoacylglycerol lipase, produces anxiolytic effects under conditions of high

environmental aversiveness in rats. Pharmacol Res 64, 226-234,

doi:10.1016/j.phrs.2011.04.010 (2011).

14 Sticht, M. A. et al. Inhibition of monoacylglycerol lipase attenuates vomiting in Suncus

murinus and 2-arachidonoyl glycerol attenuates nausea in rats. Br J Pharmacol 165,

2425-2435, doi:10.1111/j.1476-5381.2011.01407.x (2012).

Page 153: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

134

15 Nithipatikom, K. et al. A new class of inhibitors of 2-arachidonoylglycerol hydrolysis

and invasion of prostate cancer cells. Biochem Biophys Res Commun 332, 1028-1033,

doi:10.1016/j.bbrc.2005.05.049 (2005).

16 Boger, D. L. et al. Fatty acid amide hydrolase substrate specificity. Bioorg Med Chem

Lett 10, 2613-2616 (2000).

17 Deutsch, D. G. & Chin, S. A. Enzymatic synthesis and degradation of anandamide, a

cannabinoid receptor agonist. Biochem Pharmacol 46, 791-796 (1993).

18 Di Marzo, V., Bisogno, T., Sugiura, T., Melck, D. & De Petrocellis, L. The novel

endogenous cannabinoid 2-arachidonoylglycerol is inactivated by neuronal- and

basophil-like cells: connections with anandamide. Biochem J 331 ( Pt 1), 15-19 (1998).

19 Ross, R. A. Anandamide and vanilloid TRPV1 receptors. Br J Pharmacol 140, 790-801,

doi:10.1038/sj.bjp.0705467 (2003).

20 Bracey, M. H., Hanson, M. A., Masuda, K. R., Stevens, R. C. & Cravatt, B. F. Structural

adaptations in a membrane enzyme that terminates endocannabinoid signaling. Science

298, 1793-1796, doi:10.1126/science.1076535 (2002).

21 Patricelli, M. P., Lashuel, H. A., Giang, D. K., Kelly, J. W. & Cravatt, B. F. Comparative

characterization of a wild type and transmembrane domain-deleted fatty acid amide

hydrolase: identification of the transmembrane domain as a site for oligomerization.

Biochemistry 37, 15177-15187, doi:10.1021/bi981733n

22 Mileni, M. et al. Crystal structure of fatty acid amide hydrolase bound to the carbamate

inhibitor URB597: discovery of a deacylating water molecule and insight into enzyme

inactivation. J Mol Biol 400, 743-754, doi:10.1016/j.jmb.2010.05.034 (2010).

23 Blankman, J. L., Simon, G. M. & Cravatt, B. F. A comprehensive profile of brain

enzymes that hydrolyze the endocannabinoid 2-arachidonoylglycerol. Chem Biol 14,

1347-1356, doi:10.1016/j.chembiol.2007.11.006 (2007).

24 Nasr, M. L. et al. Membrane phospholipid bilayer as a determinant of monoacylglycerol

lipase kinetic profile and conformational repertoire. Protein Sci 22, 774-787,

doi:10.1002/pro.2257 (2013).

25 Bayburt, T. H., Grinkova, Y. V. & Sligar, S. G. Assembly of single bacteriorhodopsin

trimers in bilayer nanodiscs. Arch Biochem Biophys 450, 215-222,

doi:10.1016/j.abb.2006.03.013 (2006).

26 Bayburt, T. H. & Sligar, S. G. in Protein Sci Vol. 12 2476-2481 (2003).

27 Malhotra, K. & Alder, N. N. Advances in the use of nanoscale bilayers to study

membrane protein structure and function. Biotechnol Genet Eng Rev 30, 79-93,

doi:10.1080/02648725.2014.921502 (2014).

28 Seddon, A. M., Curnow, P. & Booth, P. J. Membrane proteins, lipids and detergents: not

just a soap opera. Biochim Biophys Acta 1666, 105-117,

doi:10.1016/j.bbamem.2004.04.011 (2004).

29 Mitra, N. et al. Calcium Dependent Ligand Binding and G-protein Signaling of Family B

GPCR Parathyroid Hormone 1 Receptor Purified in Nanodiscs. ACS Chem Biol 8, 617-

625, doi:10.1021/cb300466n (2013).

30 Leitz, A. J., Bayburt, T. H., Barnakov, A. N., Springer, B. A. & Sligar, S. G. Functional

reconstitution of Beta2-adrenergic receptors utilizing self-assembling Nanodisc

technology. Biotechniques 40, 601-602, 604, 606, passim (2006).

Page 154: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

135

31 Alami, M., Dalal, K., Lelj-Garolla, B., Sligar, S. G. & Duong, F. in EMBO J Vol. 26

1995-2004 (2007).

32 Frauenfeld, J. et al. Cryo-EM structure of the ribosome-SecYE complex in the membrane

environment. Nat Struct Mol Biol 18, 614-621, doi:10.1038/nsmb.2026 (2011).

33 Grinkova, Y. V. et al. The ferrous-oxy complex of human aromatase. Biochem Biophys

Res Commun 372, 379-382, doi:10.1016/j.bbrc.2008.05.011 (2008).

34 Luthra, A., Gregory, M., Grinkova, Y. V., Denisov, I. G. & Sligar, S. G. Nanodiscs in the

studies of membrane-bound cytochrome P450 enzymes. Methods Mol Biol 987, 115-127,

doi:10.1007/978-1-62703-321-3_10 (2013).

35 Denisov, I. G. & Sligar, S. G. Cytochromes P450 in nanodiscs. Biochim Biophys Acta

1814, 223-229, doi:10.1016/j.bbapap.2010.05.017 (2011).

36 Borch, J., Torta, F., Sligar, S. G. & Roepstorff, P. Nanodiscs for immobilization of lipid

bilayers and membrane receptors: kinetic analysis of cholera toxin binding to a glycolipid

receptor. Anal Chem 80, 6245-6252, doi:10.1021/ac8000644 (2008).

37 Morrissey, J. et al. Protein-membrane interactions: Blood clotting on nanoscale bilayers.

J Thromb Haemost 7, 169-172, doi:10.1111/j.1538-7836.2009.03390.x (2009).

38 Wallin, E. & von Heijne, G. Genome-wide analysis of integral membrane proteins from

eubacterial, archaean, and eukaryotic organisms. Protein Sci 7, 1029-1038,

doi:10.1002/pro.5560070420 (1998).

39 Pawley, N. H., Gans, J. D. & Nicholson, L. K. Factors determining the reliable

description of global tumbling parameters in solution NMR. J Biomol NMR 24, 215-229

(2002).

40 Yu, Z., Reid, J. C. & Yang, Y. P. Utilizing dynamic light scattering as a process

analytical technology for protein folding and aggregation monitoring in vaccine

manufacturing. J Pharm Sci 102, 4284-4290, doi:10.1002/jps.23746 (2013).

41 Hulse, W. L., Gray, J. & Forbes, R. T. Evaluating the inter and intra batch variability of

protein aggregation behaviour using Taylor dispersion analysis and dynamic light

scattering. Int J Pharm 453, 351-357, doi:10.1016/j.ijpharm.2013.05.062 (2013).

42 Li, Y., Lubchenko, V. & Vekilov, P. G. The use of dynamic light scattering and brownian

microscopy to characterize protein aggregation. Rev Sci Instrum 82, 053106,

doi:10.1063/1.3592581 (2011).

43 Rubin, J., San Miguel, A., Bommarius, A. S. & Behrens, S. H. Correlating aggregation

kinetics and stationary diffusion in protein-sodium salt systems observed with dynamic

light scattering. J Phys Chem B 114, 4383-4387, doi:10.1021/jp912126w (2010).

44 Simpanya, M. F., Ansari, R. R., Leverenz, V. & Giblin, F. J. Measurement of lens protein

aggregation in vivo using dynamic light scattering in a guinea pig/UVA model for

nuclear cataract. Photochem Photobiol 84, 1589-1595, doi:10.1111/j.1751-

1097.2008.00390.x (2008).

45 Lyutova, E. M., Kasakov, A. S. & Gurvits, B. Y. Effects of arginine on kinetics of protein

aggregation studied by dynamic laser light scattering and tubidimetry techniques.

Biotechnol Prog 23, 1411-1416, doi:10.1021/bp070209h (2007).

46 Panyukov, Y., Yudin, I., Drachev, V., Dobrov, E. & Kurganov, B. The study of

amorphous aggregation of tobacco mosaic virus coat protein by dynamic light scattering.

Biophys Chem 127, 9-18, doi:10.1016/j.bpc.2006.11.006 (2007).

Page 155: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

136

47 Schalk-Hihi, C. et al. Crystal structure of a soluble form of human monoglyceride lipase

in complex with an inhibitor at 1.35 A resolution. Protein Sci 20, 670-683,

doi:10.1002/pro.596 (2011).

48 Timothy H. Bayburt, Y. V. G., and Stephen G. Sligar. Self-Assembly of Discoidal

Phospholipid Bilayer Nanoparticles with Membrane Scaffold Proteins. Nano Letters 2,

853-856, doi:S1530-6984(02)05623-0 (2002).

49 Karageorgos, I. et al. Identification by nuclear magnetic resonance spectroscopy of an

active-site hydrogen-bond network in human monoacylglycerol lipase (hMGL):

implications for hMGL dynamics, pharmacological inhibition, and catalytic mechanism.

Mol Biosyst 6, 1381-1388, doi:10.1039/c004515b (2010).

50 Long, J. Z. & Cravatt, B. F. The metabolic serine hydrolases and their functions in

mammalian physiology and disease. Chem Rev 111, 6022-6063, doi:10.1021/cr200075y

(2011).

51 Dinh, T. P., Kathuria, S. & Piomelli, D. RNA interference suggests a primary role for

monoacylglycerol lipase in the degradation of the endocannabinoid 2-

arachidonoylglycerol. Mol Pharmacol 66, 1260-1264, doi:10.1124/mol.104.002071

(2004).

52 Savinainen, J. R., Saario, S. M. & Laitinen, J. T. The serine hydrolases MAGL, ABHD6

and ABHD12 as guardians of 2-arachidonoylglycerol signalling through cannabinoid

receptors. Acta Physiol (Oxf) 204, 267-276, doi:10.1111/j.1748-1716.2011.02280.x

(2012).

53 Janero, D. R., Vadivel, S. K. & Makriyannis, A. Pharmacotherapeutic modulation of the

endocannabinoid signalling system in psychiatric disorders: drug-discovery strategies. Int

Rev Psychiatry 21, 122-133, doi:10.1080/09540260902782778 (2009).

54 Bermudez-Silva, F. J., Cardinal, P. & Cota, D. The role of the endocannabinoid system in

the neuroendocrine regulation of energy balance. J Psychopharmacol 26, 114-124,

doi:10.1177/0269881111408458 (2012).

55 Schlosburg, J. E. et al. Chronic monoacylglycerol lipase blockade causes functional

antagonism of the endocannabinoid system. Nat Neurosci 13, 1113-1119,

doi:10.1038/nn.2616 (2010).

56 Fowler, C. J. Monoacylglycerol lipase - a target for drug development? Br J Pharmacol

166, 1568-1585, doi:10.1111/j.1476-5381.2012.01950.x (2012).

57 Mulvihill, M. M. & Nomura, D. K. Therapeutic potential of monoacylglycerol lipase

inhibitors. Life Sci 92, 492-497, doi:10.1016/j.lfs.2012.10.025 (2013).

58 Aloulou, A. et al. Exploring the specific features of interfacial enzymology based on

lipase studies. Biochim Biophys Acta 1761, 995-1013, doi:10.1016/j.bbalip.2006.06.009

(2006).

59 Rehm, S., Trodler, P. & Pleiss, J. Solvent-induced lid opening in lipases: a molecular

dynamics study. Protein Sci 19, 2122-2130, doi:10.1002/pro.493 (2010).

60 Derewenda, Z. S., Derewenda, U. & Dodson, G. G. The crystal and molecular structure

of the Rhizomucor miehei triacylglyceride lipase at 1.9 A resolution. J Mol Biol 227,

818-839 (1992).

61 Derewenda, U. et al. Conformational lability of lipases observed in the absence of an oil-

water interface: crystallographic studies of enzymes from the fungi Humicola lanuginosa

and Rhizopus delemar. J Lipid Res 35, 524-534 (1994).

Page 156: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

137

62 Di Marzo, V. et al. Biosynthesis and inactivation of the endocannabinoid 2-

arachidonoylglycerol in circulating and tumoral macrophages. Eur J Biochem 264, 258-

267 (1999).

63 Duncan, M. et al. Distribution and function of monoacylglycerol lipase in the

gastrointestinal tract. Am J Physiol Gastrointest Liver Physiol 295, G1255-1265,

doi:10.1152/ajpgi.90500.2008 (2008).

64 Labar, G. et al. Crystal structure of the human monoacylglycerol lipase, a key actor in

endocannabinoid signaling. Chembiochem 11, 218-227, doi:10.1002/cbic.200900621

(2010).

65 Bertrand, T. et al. Structural basis for human monoglyceride lipase inhibition. J Mol Biol

396, 663-673, doi:10.1016/j.jmb.2009.11.060 (2010).

66 Nath, A., Atkins, W. M. & Sligar, S. G. Applications of phospholipid bilayer nanodiscs

in the study of membranes and membrane proteins. Biochemistry 46, 2059-2069,

doi:10.1021/bi602371n (2007).

67 Garavito, R. M. & Ferguson-Miller, S. Detergents as tools in membrane biochemistry. J

Biol Chem 276, 32403-32406, doi:10.1074/jbc.R100031200 (2001).

68 Chou, J. J., Kaufman, J. D., Stahl, S. J., Wingfield, P. T. & Bax, A. Micelle-induced

curvature in a water-insoluble HIV-1 Env peptide revealed by NMR dipolar coupling

measurement in stretched polyacrylamide gel. J Am Chem Soc 124, 2450-2451 (2002).

69 Marcsisin, S. R. & Engen, J. R. Hydrogen exchange mass spectrometry: what is it and

what can it tell us? Anal Bioanal Chem 397, 967-972, doi:10.1007/s00216-010-3556-4

(2010).

70 Ho, B. K., Perahia, D. & Buckle, A. M. Hybrid approaches to molecular simulation. Curr

Opin Struct Biol 22, 386-393, doi:10.1016/j.sbi.2012.05.005 (2012).

71 Borch, J. & Hamann, T. The nanodisc: a novel tool for membrane protein studies. Biol

Chem 390, 805-814, doi:10.1515/bc.2009.091 (2009).

72 Ritchie, T. K. et al. Chapter 11 - Reconstitution of membrane proteins in phospholipid

bilayer nanodiscs. Methods Enzymol 464, 211-231, doi:10.1016/s0076-6879(09)64011-8

(2009).

73 Wang, L. Measurements and implications of the membrane dipole potential. Annu Rev

Biochem 81, 615-635, doi:10.1146/annurev-biochem-070110-123033 (2012).

74 Zvonok, N. et al. Full mass spectrometric characterization of human monoacylglycerol

lipase generated by large-scale expression and single-step purification. J Proteome Res 7,

2158-2164, doi:10.1021/pr700839z (2008).

75 Karageorgos, I. et al. Endocannabinoid enzyme engineering: soluble human thio-

monoacylglycerol lipase (sol-S-hMGL). ACS Chem Neurosci 3, 393-399,

doi:10.1021/cn3000263 (2012).

76 Diaz, J. C., Cordova, J., Baratti, J., Carriere, F. & Abousalham, A. Effect of nonionic

surfactants on Rhizopus homothallicus lipase activity: a comparative kinetic study. Mol

Biotechnol 35, 205-214 (2007).

77 Reis, P., Holmberg, K., Watzke, H., Leser, M. E. & Miller, R. Lipases at interfaces: a

review. Adv Colloid Interface Sci 147-148, 237-250, doi:10.1016/j.cis.2008.06.001

(2009).

78 Carr, P. D. & Ollis, D. L. Alpha/beta hydrolase fold: an update. Protein Pept Lett 16,

1137-1148 (2009).

Page 157: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

138

79 Bowman, A. L. & Makriyannis, A. Refined homology model of monoacylglycerol lipase:

toward a selective inhibitor. J Comput Aided Mol Des 23, 799-806, doi:10.1007/s10822-

009-9289-9 (2009).

80 Kalgutkar, A. S. & Dalvie, D. K. Drug discovery for a new generation of covalent drugs.

Expert Opin Drug Discov 7, 561-581, doi:10.1517/17460441.2012.688744 (2012).

81 Baas, B. J., Denisov, I. G. & Sligar, S. G. Homotropic cooperativity of monomeric

cytochrome P450 3A4 in a nanoscale native bilayer environment. Arch Biochem Biophys

430, 218-228, doi:10.1016/j.abb.2004.07.003 (2004).

82 Denisov, I. G., Grinkova, Y. V., Lazarides, A. A. & Sligar, S. G. Directed self-assembly

of monodisperse phospholipid bilayer Nanodiscs with controlled size. J Am Chem Soc

126, 3477-3487, doi:10.1021/ja0393574 (2004).

83 Wales, T. E. & Engen, J. R. Hydrogen exchange mass spectrometry for the analysis of

protein dynamics. Mass Spectrom Rev 25, 158-170, doi:10.1002/mas.20064 (2006).

84 Zhang, Z. & Smith, D. L. Determination of amide hydrogen exchange by mass

spectrometry: a new tool for protein structure elucidation. Protein Sci 2, 522-531 (1993).

85 Hebling, C. M. et al. Conformational Analysis of Membrane Proteins in Phospholipid

Bilayer Nanodiscs by Hydrogen Exchange Mass Spectrometry. doi:10.1021/ac100962c

(2010).

86 Houde, D., Berkowitz, S. A. & Engen, J. R. The utility of hydrogen/deuterium exchange

mass spectrometry in biopharmaceutical comparability studies. J Pharm Sci 100, 2071-

2086, doi:10.1002/jps.22432 (2011).

87 Marcsisin, S. R. et al. On the solution conformation and dynamics of the HIV-1 viral

infectivity factor. J Mol Biol 410, 1008-1022, doi:10.1016/j.jmb.2011.04.053 (2011).

88 Kukol, A. Lipid Models for United-Atom Molecular Dynamics Simulations of Proteins.

doi:10.1021/ct8003468 (2009).

89 Janosi, L. & Gorfe, A. A. Simulating POPC and POPC/POPG Bilayers: Conserved

Packing and Altered Surface Reactivity. doi:10.1021/ct100381g (2010).

90 Trotter, B. W. et al. Imidazopyridine CB2 agonists: optimization of CB2/CB1 selectivity

and implications for in vivo analgesic efficacy. Bioorg Med Chem Lett 21, 2354-2358,

doi:10.1016/j.bmcl.2011.02.082 (2011).

91 Malde, A. K. et al. An Automated Force Field Topology Builder (ATB) and Repository:

Version 1.0. doi:10.1021/ct200196m (2011).

92 Lomize, M. A., Lomize, A. L., Pogozheva, I. D. & Mosberg, H. I. OPM: Orientations of

Proteins in Membranes database. doi:10.1093/bioinformatics/btk023 (2006).

93 Lomize, M. A., Pogozheva, I. D., Joo, H., Mosberg, H. I. & Lomize, A. L. OPM database

and PPM web server: resources for positioning of proteins in membranes. Nucleic Acids

Res 40, D370-376, doi:10.1093/nar/gkr703 (2012).

94 Bussi, G., Donadio, D. & Parrinello, M. Canonical sampling through velocity rescaling. J

Chem Phys 126, 014101, doi:10.1063/1.2408420 (2007).

95 Darden, T., York, D. & Pedersen, L. Particle mesh Ewald: An N⋅ log(N) method for

Ewald sums in large systems. Journal of Chemical physics 98, 10089-10092,

doi:doi:10.1063/1.464397 (1993).

96 Essmann, U. et al. A smooth particle mesh Ewald method. Journal of Chemical physics

103, 8577-8593, doi:doi:10.1063/1.470117 (1995).

Page 158: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

139

97 Berk Hess, H. B., Herman J.C. Berendsen, Johannes G.E.M. Fraaije. LINCS: A Linear

Constraint Solver for Molecular Simulations. J. Comput. Chem 18, 1463-1472 (1997).

98 Berendsen, H. J. C. et al. Interaction Models for Water in Relation to Protein Hydration.

331-342, doi:10.1007/978-94-015-7658-1_21 (1981).

99 Hess*, B., Kutzner, C., Spoel, D. v. d. & Lindahl, E. GROMACS 4:  Algorithms for

Highly Efficient, Load-Balanced, and Scalable Molecular Simulation. J. Chem. Theory

Comput. 4, 435-447, doi:S1549-9618(70)00301-6 (2008).

100 van Gunsteren, W. F., Billeter, S. R., Eising, A. A., Hünenberger, P. H., Krüger, P.,

Mark, A. E., Scott, W. R. P. &amp; Tironi, I. G. Biomolecular Simulation: The

GROMOS96 Manual and User Guide. (1996).

101 Simon, G. M. & Cravatt, B. F. in J Biol Chem Vol. 285 11051-11055 (2010).

102 Palermo, G., Rothlisberger, U., Cavalli, A. & De Vivo, M. Computational insights into

function and inhibition of fatty acid amide hydrolase. Eur J Med Chem,

doi:10.1016/j.ejmech.2014.09.037 (2014).

103 Patricelli, M. P. & Cravatt, B. F. Fatty acid amide hydrolase competitively degrades

bioactive amides and esters through a nonconventional catalytic mechanism.

Biochemistry 38, 14125-14130 (1999).

104 Gonsiorek, W. et al. Endocannabinoid 2-arachidonyl glycerol is a full agonist through

human type 2 cannabinoid receptor: antagonism by anandamide. Mol Pharmacol 57,

1045-1050 (2000).

105 Schmid, P. C., Reddy, P. V., Natarajan, V. & Schmid, H. H. Metabolism of N-

acylethanolamine phospholipids by a mammalian phosphodiesterase of the phospholipase

D type. J Biol Chem 258, 9302-9306 (1983).

106 Cadas, H., di Tomaso, E. & Piomelli, D. Occurrence and biosynthesis of endogenous

cannabinoid precursor, N-arachidonoyl phosphatidylethanolamine, in rat brain. J

Neurosci 17, 1226-1242 (1997).

107 Fowler, C. J., Jonsson, K. O. & Tiger, G. Fatty acid amide hydrolase: biochemistry,

pharmacology, and therapeutic possibilities for an enzyme hydrolyzing anandamide, 2-

arachidonoylglycerol, palmitoylethanolamide, and oleamide. Biochem Pharmacol 62,

517-526 (2001).

108 Boger, D. L. et al. Exceptionally potent inhibitors of fatty acid amide hydrolase: the

enzyme responsible for degradation of endogenous oleamide and anandamide. Proc Natl

Acad Sci U S A 97, 5044-5049 (2000).

109 Cravatt, B. F. et al. Supersensitivity to anandamide and enhanced endogenous

cannabinoid signaling in mice lacking fatty acid amide hydrolase. Proc Natl Acad Sci U S

A 98, 9371-9376, doi:10.1073/pnas.161191698 (2001).

110 Li, H. et al. Inhibition of fatty acid amide hydrolase activates Nrf2 signalling and induces

heme oxygenase 1 transcription in breast cancer cells. Br J Pharmacol 170, 489-505,

doi:10.1111/bph.12111 (2013).

111 Endsley, M. P. et al. Expression and function of fatty acid amide hydrolase in prostate

cancer. Int J Cancer 123, 1318-1326, doi:10.1002/ijc.23674 (2008).

112 Thors, L. et al. Fatty acid amide hydrolase in prostate cancer: association with disease

severity and outcome, CB1 receptor expression and regulation by IL-4. PLoS One 5,

e12275, doi:10.1371/journal.pone.0012275 (2010).

Page 159: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

140

113 Ravi, J., Sneh, A., Shilo, K., Nasser, M. W. & Ganju, R. K. FAAH inhibition enhances

anandamide mediated anti-tumorigenic effects in non-small cell lung cancer by

downregulating the EGF/EGFR pathway. Oncotarget 5, 2475-2486 (2014).

114 Masoodi, M. et al. A role for oleoylethanolamide in chronic lymphocytic leukemia.

Leukemia 28, 1381-1387, doi:10.1038/leu.2014.10 (2014).

115 Marty, M. T., Wilcox, K. C., Klein, W. L. & Sligar, S. G. Nanodisc-solubilized

membrane protein library reflects the membrane proteome. Anal Bioanal Chem 405,

4009-4016, doi:10.1007/s00216-013-6790-8 (2013).

116 Ramarao, M. K. et al. A fluorescence-based assay for fatty acid amide hydrolase

compatible with high-throughput screening. Anal Biochem 343, 143-151,

doi:10.1016/j.ab.2005.04.032 (2005).

117 Pacher, P., Batkai, S. & Kunos, G. The endocannabinoid system as an emerging target of

pharmacotherapy. Pharmacol Rev 58, 389-462, doi:10.1124/pr.58.3.2 (2006).

118 Munro, S., Thomas, K. L. & Abu-Shaar, M. Molecular characterization of a peripheral

receptor for cannabinoids. Nature 365, 61-65, doi:10.1038/365061a0 (1993).

119 Lutz, B. Molecular biology of cannabinoid receptors. Prostaglandins Leukot Essent Fatty

Acids 66, 123-142, doi:10.1054/plef.2001.0342 (2002).

120 Ben-Shabat, S. et al. An entourage effect: inactive endogenous fatty acid glycerol esters

enhance 2-arachidonoyl-glycerol cannabinoid activity. Eur J Pharmacol 353, 23-31

(1998).

121 Wartmann, M., Campbell, D., Subramanian, A., Burstein, S. H. & Davis, R. J. The MAP

kinase signal transduction pathway is activated by the endogenous cannabinoid

anandamide. FEBS Lett 359, 133-136 (1995).

122 Jin, W. et al. Distinct domains of the CB1 cannabinoid receptor mediate desensitization

and internalization. J Neurosci 19, 3773-3780 (1999).

123 Mackie, K., Lai, Y., Westenbroek, R. & Mitchell, R. Cannabinoids activate an inwardly

rectifying potassium conductance and inhibit Q-type calcium currents in AtT20 cells

transfected with rat brain cannabinoid receptor. J Neurosci 15, 6552-6561 (1995).

124 Varma, N., Carlson, G. C., Ledent, C. & Alger, B. E. Metabotropic glutamate receptors

drive the endocannabinoid system in hippocampus. J Neurosci 21, Rc188 (2001).

125 Mukhopadhyay, S. & Howlett, A. C. Chemically distinct ligands promote differential

CB1 cannabinoid receptor-Gi protein interactions. Mol Pharmacol 67, 2016-2024,

doi:10.1124/mol.104.003558 (2005).

126 Di Marzo, V. et al. Formation and inactivation of endogenous cannabinoid anandamide

in central neurons. Nature 372, 686-691, doi:10.1038/372686a0 (1994).

127 Mechoulam, R. et al. Identification of an endogenous 2-monoglyceride, present in canine

gut, that binds to cannabinoid receptors. Biochem Pharmacol 50, 83-90 (1995).

128 Sugiura, T. et al. 2-Arachidonoylglycerol: a possible endogenous cannabinoid receptor

ligand in brain. Biochem Biophys Res Commun 215, 89-97 (1995).

129 Herrera, B. et al. The CB2 cannabinoid receptor signals apoptosis via ceramide-

dependent activation of the mitochondrial intrinsic pathway. Exp Cell Res 312, 2121-

2131, doi:10.1016/j.yexcr.2006.03.009 (2006).

130 Saario, S. M., Savinainen, J. R., Laitinen, J. T., Jarvinen, T. & Niemi, R. Monoglyceride

lipase-like enzymatic activity is responsible for hydrolysis of 2-arachidonoylglycerol in

Page 160: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

141

rat cerebellar membranes. Biochem Pharmacol 67, 1381-1387,

doi:10.1016/j.bcp.2003.12.003 (2004).

131 Godlewski, G. et al. Inhibitor of fatty acid amide hydrolase normalizes cardiovascular

function in hypertension without adverse metabolic effects. Chem Biol 17, 1256-1266,

doi:10.1016/j.chembiol.2010.08.013 (2010).

132 Gold, A. M. & Fahrney, D. I. Sulfonyl Fluorides as Inhibitors of Esterases. II. Formation

and Reactions of Phenylmethanesulfonyl Alpha-Chymotrypsin. Biochemistry 3, 783-791

(1964).

133 Gold, A. M. SULFONYL FLUORIDES AS INHIBITORS OF ESTERASES. 3.

IDENTIFICATION OF SERINE AS THE SITE OF SULFONYLATION IN

PHENYLMETHANESULFONYL ALPHA-CHYMOTRYPSIN. Biochemistry 4, 897-

901 (1965).

134 Strumeyer, D. H., White, W. N. & Koshland, D. E., Jr. Role of Serine in Chymotrypsin

Action. Conversion of the Active Serine to Dehydroalanine. Proc Natl Acad Sci U S A

50, 931-935 (1963).

135 Zvonok, N. et al. Covalent inhibitors of human monoacylglycerol lipase: ligand-assisted

characterization of the catalytic site by mass spectrometry and mutational analysis. Chem

Biol 15, 854-862, doi:10.1016/j.chembiol.2008.06.008 (2008).

136 Dykman, L. & Khlebtsov, N. Gold nanoparticles in biomedical applications: recent

advances and perspectives. Chem Soc Rev 41, 2256-2282, doi:10.1039/c1cs15166e

(2012).

137 Bao, C. et al. A promising road with challenges: where are gold nanoparticles in

translational research? Nanomedicine (Lond) 9, 2353-2370, doi:10.2217/nnm.14.155

(2014).

138 Khlebtsov, N. & Dykman, L. Biodistribution and toxicity of engineered gold

nanoparticles: a review of in vitro and in vivo studies. Chem Soc Rev 40, 1647-1671,

doi:10.1039/c0cs00018c (2011).

139 Jain, S., Hirst, D. G. & O'Sullivan, J. M. in Br J Radiol Vol. 85 101-113 (2012).

140 Kim, B. Y., Rutka, J. T. & Chan, W. C. Nanomedicine. N Engl J Med 363, 2434-2443,

doi:10.1056/NEJMra0912273 (2010).

141 Rabias, I. et al. Rapid magnetic heating treatment by highly charged maghemite

nanoparticles on Wistar rats exocranial glioma tumors at microliter volume.

Biomicrofluidics 4 (2010).

142 Liu, H. et al. Multifunctional gold nanoshells on silica nanorattles: a platform for the

combination of photothermal therapy and chemotherapy with low systemic toxicity.

Angew Chem Int Ed Engl 50, 891-895, doi:10.1002/anie.201002820 (2011).

143 Ji, X. et al. Bifunctional Gold Nanoshells with a Superparamagnetic Iron Oxide-Silica

Core Suitable for Both MR Imaging and Photothermal Therapy. J Phys Chem C

Nanomater Interfaces 111, 6245, doi:10.1021/jp0702245 (2007).

144 Vogl, T. J., Zegelman, A., Bechstein, W. O., Zeuzem, S. & Zangos, S. [Treatment of liver

metastases of colorectal carcinoma: overview of hyperthermal ablation methods]. Dtsch

Med Wochenschr 138, 792-798, doi:10.1055/s-0032-1332997 (2013).

145 Hadjipanayis, C. G. et al. Metallic Iron Nanoparticles for MRI Contrast Enhancement

and Local Hyperthermia**. Small 4, 1925-1929, doi:10.1002/smll.200800261 (2008).

Page 161: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

142

146 Huang, J. et al. Casein-Coated Iron Oxide Nanoparticles for High MRI Contrast

Enhancement and Efficient Cell Targeting. ACS Applied Materials & Interfaces 5, 4632-

4639, doi:10.1021/am400713j (2013).

147 Melancon, M. P. et al. Theranostics with multifunctional magnetic gold nanoshells:

photothermal therapy and t2* magnetic resonance imaging. Invest Radiol 46, 132-140,

doi:10.1097/RLI.0b013e3181f8e7d8 (2011).

148 Banobre-Lopez, M., Teijeiro, A. & Rivas, J. Magnetic nanoparticle-based hyperthermia

for cancer treatment. Rep Pract Oncol Radiother 18, 397-400,

doi:10.1016/j.rpor.2013.09.011 (2013).

149 Schleich, N. et al. Comparison of active, passive and magnetic targeting to tumors of

multifunctional paclitaxel/SPIO-loaded nanoparticles for tumor imaging and therapy. J

Control Release 194c, 82-91, doi:10.1016/j.jconrel.2014.07.059 (2014).

150 Hilger, I. et al. Thermal ablation of tumors using magnetic nanoparticles: an in vivo

feasibility study. Invest Radiol 37, 580-586, doi:10.1097/01.rli.0000028491.19254.ee

(2002).

151 Elsherbini, A. A. M. & El-Shahawy, A. Effect of SPIO Nanoparticle Concentrations on

Temperature Changes for Hyperthermia via MRI. Journal of Nanomaterials 2013,

doi:doi:10.1155/2013/467878 (2013).

152 Ider, Y. Z. & Muftuler, L. T. Measurement of AC magnetic field distribution using

magnetic resonance imaging. IEEE Trans Med Imaging 16, 617-622,

doi:10.1109/42.640752 (1997).

153 Small, W. C., Nelson, R. C. & Bernardino, M. E. Dual contrast enhancement of both T1-

and T2-weighted sequences using ultrasmall superparamagnetic iron oxide. Magn Reson

Imaging 11, 645-654 (1993).

154 Gilad, A. A. et al. Feasibility of concurrent dual contrast enhancement using CEST

contrast agents and superparamagnetic iron oxide particles. Magn Reson Med 61, 970-

974, doi:10.1002/mrm.21928 (2009).

155 Ittrich, H., Peldschus, K., Raabe, N., Kaul, M. & Adam, G. Superparamagnetic iron oxide

nanoparticles in biomedicine: applications and developments in diagnostics and therapy.

Rofo 185, 1149-1166, doi:10.1055/s-0033-1335438 (2013).

156 Sun, Y. & Xia, Y. Increased sensitivity of surface plasmon resonance of gold nanoshells

compared to that of gold solid colloids in response to environmental changes. Anal Chem

74, 5297-5305 (2002).

157 Ji, X. et al. Bifunctional Gold Nanoshells with a Superparamagnetic Iron Oxide-Silica

Core Suitable for Both MR Imaging and Photothermal Therapy. J Phys Chem C

Nanomater Interfaces 111, 6245-6251, doi:10.1021/jp0702245 (2007).

158 Brongersma, M. L. in Nat Mater Vol. 2 296-297 (2003).

159 Ng, V. W. K. et al. Miktoarm star conjugated multifunctional gold nanoshells: synthesis

and an evaluation of biocompatibility and cellular uptake. Journal of Materials Chemistry

B 2, 6334-6344, doi:10.1039/C4TB00722K (2014).

160 Loo, C. et al. Gold nanoshell bioconjugates for molecular imaging in living cells. Opt

Lett 30, 1012-1014 (2005).

161 Roux, S. et al. Synthesis, characterization of dihydrolipoic acid capped gold

nanoparticles, and functionalization by the electroluminescent luminol. Langmuir 21,

2526-2536, doi:10.1021/la048082i (2005).

Page 162: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

143

162 Sanchez-Gaytan, B. L. et al. Controlling the Topography and Surface Plasmon

Resonance of Gold Nanoshells by a Templated Surfactant-Assisted Seed Growth

Method. The Journal of Physical Chemistry C 117, 8916-8923, doi:10.1021/jp401189k

(2013).

163 Erickson, T. A. & Tunnell, J. W. in Nanotechnologies for the Life Sciences (Wiley-

VCH Verlag GmbH & Co. KGaA, 2007).

164 Loo, C. et al. Nanoshell-enabled photonics-based imaging and therapy of cancer. Technol

Cancer Res Treat 3, 33-40 (2004).

165 Smith, A. M., Mancini, M. C. & Nie, S. Second window for in vivo imaging. Nat

Nanotechnol 4, 710-711, doi:10.1038/nnano.2009.326 (2009).

166 Nuzzo, R. G. & Allara, D. L. Adsorption of bifunctional organic disulfides on gold

surfaces. Journal of the American Chemical Society 105, 4481-4483,

doi:10.1021/ja00351a063 (1983).

167 Huisgen, R. Centenary Lecture - 1,3-Dipolar Cycloadditions. Proceedings of the

Chemical Society, 357-396, doi:10.1039/PS9610000357 (1961).

168 Laurent, S. et al. Magnetic iron oxide nanoparticles: synthesis, stabilization,

vectorization, physicochemical characterizations, and biological applications. Chem Rev

108, 2064-2110, doi:10.1021/cr068445e (2008).

169 Stöber, W., Fink, A. & Bohn, E. Controlled growth of monodisperse silica spheres in the

micron size range. Journal of Colloid and Interface Science 26, 62-69,

doi:http://dx.doi.org/10.1016/0021-9797(68)90272-5 (1968).

170 Rasch, M. R., Sokolov, K. V. & Korgel, B. A. Limitations on the Optical Tunability of

Small Diameter Gold Nanoshells. Langmuir 25, 11777-11785, doi:10.1021/la901249j

(2009).

171 Das, A., Chadha, R., Maiti, N. & Kapoor, S. Role of Surfactant in the Formation of Gold

Nanoparticles in Aqueous Medium. Journal of Nanoparticles 2014,

doi:doi:10.1155/2014/916429 (2014).

172 Greish, K. Enhanced permeability and retention (EPR) effect for anticancer

nanomedicine drug targeting. Methods Mol Biol 624, 25-37, doi:10.1007/978-1-60761-

609-2_3 (2010).

Page 163: Analysis of the structure and function of endocannabinoid ... · Drug Discovery including but not limited to: David Janero, Raymond Booth, Mahmoud Nasr, Sergiy Tyukhtenko, Anna Bowman,

144

Appendix

Awards

For work presented here, the author has received the following awards:

1. University Academic Excellence Award

2. NSF/NCI (IGERT) Nanomedicine Fellowship

3. American Foundation for Pharmaceutical Education Fellowship (Twice)

4. Provost’s Certificate of Excellence in Research Award

5. GBMSDG Annual Advances in Separation Science and Mass Spectrometry Symposium

First Place Award

6. John L. Neumeyer Research Achievement Award

Thank you to all those who have contributed to this work, and to those agencies that have

recognized its significance with the commendations above.