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HILIC Analysis for Polar Modifications of mAbs
Barry Boyes, Ph.D.Chief Technology OfficerAdvanced Materials Technology, Inc.Wilmington, Delaware, [email protected]
Outline
• Monoclonal antibody structure• Post-translational modifications
– Polar PTMs• Glycosylation• Deamidation• Oxidation
• Conclusions
2
IgG1 Monoclonal Antibody Structure
• ~ 150 kDa• Two heavy chains, 50 kDa each• Two light chains, 25 kDa each• Disulfide bridges connect the heavy
chains to the light chains and the heavy chains to each other
• Glycans attached at Asn297 of each heavy chain
3
Heavy Chain 1
Heavy Chain 2
Light Chain 1
Light Chain 2
Binding Region
Glycan Glycan
Binding Region
Disulfide Bridges
Polar PTMs discussed today will include:
• N- and O-linked glycosylation, adding one or many carbohydrate residues to the protein
• Deamidation and isomerization at Asn and Gln• Oxidation
Protein Polar Post Translational Modifications (PTMs)
4
GLYCOSYLATION
5
Protein Glycosylation
• Carbohydrates/sugars linked to a protein• Why is glycosylation important for mAbs?
– Impacts the safety/immunogenicity– Influences the efficacy and clearance– Impacts the stability and solubility– As a critical quality attribute, must be characterized
6
LC-MS
m/z 1536.8
m/z 1683.0m/z 1004.0
10 15 20 25 30 35 40 45 50 55 60 min0.20.30.40.50.60.70.80.91.01.11.21.31.41.5
(x10,000)
FA2G
0-Gl
cNAc
A2G0
(G0)
FA2G
0-(G
0F)
Man
5
A2G1
-(G1
)
A2BG
FA2G
1-(G
1F)
A2G2
-(G2
)
FA2G
2-(G
2F)
FA2G
1S1
FA2G
2S1
Glycosylation Variants of Trastuzumab
Galactose (Gal)
Mannose (Man)
N-Acetyl-D-glucosamine (GlcNAc)
Fucose (Fuc)
Sialic acid (Sia)
• HILIC with PNGase F released N-linked glycans reductively aminated by procainamide• Great peak shape and great resolution of compositional isomers• Covers the entire range of N-linked glycovariants that are present in mAbs
7
Column – HALO 90 Å Glycan, 2.7 µm, 2.1 x 150 mm; 0.35 mL/min; 40°C. Gradient Eluents: A –50 mM ammonium formate (pH 4.5); B – ACN Gradient: 75% to 68% ACN in 75 min
O
O-
O P O-
• O-GlcNAc reversibly modifies protein Ser and Thr residues.• O-GlcNAc is a modifier of biological activity, in some cases, with competition for phosphorylation.• Multiple independent sites on a particular protein can be modified by –P or –GlcNAc, near-by or far apart.
Hundreds to thousands of proteins central to biological process and diseases such as cancer, diabetes and neurodegeneration are O-GlcNAcylated.
OHO
HOOH
O
AcHNOHOGT
O-GlcNAcase
Kinase
Phosphorylase
β-O-(N-acetylglucosamine) Modifications of Proteins (O-GlcNAc)
8
LC/MS of O-GlcNAcylated Peptides: RP vs HILICAPP695-14GPep VPTT(OGlcNAc)AASTPDAVDKAPP695-14Pep VPTTAASTPDAVDK
Conditions: Columns - 2.1 x 100 mm HALO 90 Å Penta-HILIC or HALO 160 Å ES-C18; 0.4 mL/min; 60°C. Gradient Eluents: A – 0.1% formic acid/10 mM ammonium formate; B – 90% AcN in A. RP Gradient - 4% to 34% AcN/30 min (1%/min); HILIC Gradient - 90% to 60% AcN/30 min (-1%/min).
RP HILIC
A210
MS
APP695-GP APP695-PepAPP695-Pep
APP695-GP
0.0 2.5 5.0 7.5 10.0 12.5 min
0
50
100
150
200
250
300
350
400
450
500mV
0.48
60.
608
0.68
80.
854
5.86
66.
108
15.0 17.5 20.0 22.5 25.0 27.5 min
0
50
100
150
200
250
300
350
400
450
500mV
19.4
85
21.5
46
22.9
88
0.0 2.5 5.0 7.5 10.0 12.5 min0
2500000
5000000
7500000
10000000
12500000
15000000
17500000
20000000
22500000
25000000
27500000
30000000 TIC(+)
5.90
7/78
9
6.15
6/68
7
15.0 17.5 20.0 22.5 25.0 27.5 min0
2500000
5000000
7500000
10000000
12500000
15000000
17500000
20000000
22500000
25000000
27500000
30000000 TIC(+)
19.5
10/6
87
20.3
10/7
23
21.5
88/7
89
9
HILIC conditions using HALO Penta-HILICRP conditions using HALO 160 Å ES-C18
This sample of 12 peptides and 14 glycopeptides reveals:
HILIC shows higher resolution (3X), at lower variance (2X), compared to RP
Driven by better separation selectivityof this polar modification
Note results for O-GalNAc in modified peptides, so these averages actually refer to O-HexNAc effects.
Peptide DescriptionSequenceMass
(neutral) Rt RP (min)∆ Rt RP (GP-P) Rs RP Rt HILIC (min)
∆Rt HILIC (GP-P) Rs HILIC
APP695-14GPep VPTT(OGlcNAc)AASTPDAVDK 1574.8 5.87 21.55APP695-14Pep VPTTAASTPDAVDK 1371.7 6.11 -0.24 1.90 19.49 2.07 9.41MUC5AC GTTPSPVPTTSTTSAP 1501.6 9.28 16.41MUC5AC-3 GTT(OGalNAc)PSPVPTTSTTSAP 1704.6 8.45 -0.83 6.88 18.68 2.27 13.40MUC5AC-13 GTTPSPVPTTSTT(OGalNAc)SAP 1704.6 8.53 -0.75 5.82 18.51 2.10 10.72MUC5AC3/13 GTT(OGalNAc)PSPVPTTSTT(OGalNAc)SAP 1908.1 7.76 -1.52/2 11.84 20.48 4.07/2 23.35GP-41 Ac-CSTFRPRT(OGlcNAc)SSNAST 1758.8 7.09 18.59P-42 Ac-CSTFRPRTSSNAST 1555.7 7.03 0.06 0.44 17.03 1.56 11.58GP-78 Ac-CQHPPVT(OGlcNAc)NGDTVK 1639.8 6.47 20.32P-84 Ac-CQHPPVTNGDTVK 1436.7 6.56 -0.10 0.66 18.72 1.61 11.23GP-79 Ac-CKIADFGLS(OGlcNAc)KIVEHQ 1932.0 19.36 19.15P-85 Ac-CKIADFGLSKIVEHQ 1728.9 20.80 -1.44 8.16 17.21 1.94 14.76GP-17s CTLHTKAS(OGlcNAc)GMALLHQ 1854.9 13.62 17.29P-20s CTLHTKASGMALLHQ 1651.8 14.23 -0.61 3.06 15.15 2.14 15.38GP-15 Ac-CFELLPT(O-GlcNAc)PPLSP 1557.8 25.16 5.64P-18 Ac-CFELLPTPPLSP 1354.7 27.16 -2.00 8.88 2.71 2.93 20.11GP-46 Ac-CRSSHYGGS(OGlcNAc)LPNVNQI 1975.9 12.48 17.32P-47 Ac-CRSSHYGGSLPNVNQI 1772.8 12.96 -0.48 3.83 15.43 1.89 13.91GP-51 Ac-CSALNRTS(OGlcNAc)SDSALHT 1806.8 9.08 17.23P-52 Ac-CSALNRTSSDSALHT 1603.7 9.55 -0.47 3.85 15.55 1.69 12.42GP-16 Ac-CKIPGVS(OGlcNAc)TPQTL 1487.7 16.41 13.27P-19 Ac-CKIPGVSTPQTL 1284.6 16.98 -0.58 3.74 10.59 2.68 21.63GP-2-p53 Ac-CQLWVDS(OGlcNAc)TPPPG 1543.7 16.43 12.72P-3-p53 Ac-CQLWVDSTPPPG 1340.6 17.66 -1.23 7.23 10.41 2.31 10.28GP-17r Ac-CLHTKAS(OGlcNAc)GMALL 1488.7 16.21 10.59P-20r Ac-CLHTKASGMALL 1285.6 16.98 -0.77 2.79 7.45 3.14 24.73
Average 13.01 -0.73 4.93 15.29 2.17 15.21
Standard Deviation 5.95 0.54 3.32 4.74 0.47 5.13
% RSD 45.7 74.3 67.3 31.0 21.8 33.7
LC/MS of O-GlcNAcylated Peptides: RP vs HILICHILIC ResultsRP Results
10
2.1 mm ID x 100 mm, 0.35 mL/min, 40 C, MS: SQ TIC (+ 300-2000 m/z) @ 0.35/s20 µg Bovine Ribonuclease B tryptic digest (CAM)
RP: 2-58.2%B in B in 45 min (1% AcN/min)B-80%AcN/0.1% FA/10 mM AmmFormA-0.1% FA/10 mM AmmForm
0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 25.0 27.5 30.0 32.5 min0
250000
500000
750000
1000000
1250000
1500000
1170.40(+)(10.00)1089.40(+)(10.00)1008.40(+)(10.00)927.40(+)(10.00)846.45(+)(10.00)TIC(+)
0.92
5/60
8
1.57
1/59
11.
957/
475
2.13
0/92
8
2.32
8/84
72.
622/
451
2.89
0/39
3 5.00
9/75
1 6.83
2/45
8
8.10
9/80
9
9.23
2/67
69.
783/
536 9.
988/
552
10.2
19/6
10
11.1
75/1
184 11
.331
/104
611
.513
/778
11.6
42/7
7812
.510
/117
5 12.7
04/8
4312
.983
/836
13.8
49/5
4314
.330
/651
14.7
57/1
144
14.9
30/1
145
16.9
76/9
61
19.6
63/8
41
19.8
59/8
4020
.421
/744
20.8
30/8
4121
.217
/841
21.3
89/8
3521
.919
/927
22.6
52/1
080
22.8
19/8
35
23.6
31/8
3523
.926
/835
24.8
20/8
35
HALO 160 Å ES-C18No resolution of high
mannose variant glycopeptide
kml
HILIC: 100-10%B in 45 min (-1% AcN/min)B-90%AcN/0.1% FA/10 mM AmmFormA-40%AcN/0.1% FA/10 mM AmmForm
0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 25.0 27.5 30.0 32.5 min0
250000
500000
750000
1000000
1250000
1500000
1170.40(+)(20.00)1089.40(+)(20.00)1008.40(+)(20.00)927.40(+)(20.00)846.45(+)(20.00)TIC(+)
0.62
7/66
41.
030/
484
5.81
9/12
14
6.49
8/13
91
9.88
1/52
4
11.1
19/7
12
13.2
45/6
16
13.8
99/5
1514
.047
/543
15.2
83/4
5115
.647
/458
14.7
43/4
75
16.5
19/5
9117
.047
/107
117
.453
/746
18.1
85/1
080
18.5
39/6
32
19.2
37/6
6219
.593
/454
20.0
33/6
63
20.3
36/6
08
20.9
80/8
3521
.468
/835
21.7
68/8
3622
.057
/360
22.9
69/8
4023
.645
/118
4 23.8
60/8
4124
.253
/118
4 24.5
10/1
184
24.9
47/7
95
25.6
23/8
47
26.5
92/9
28
27.4
90/1
009
28.3
09/1
090
31.7
77/1
456
33.9
42/5
74
28.9
43/1
171
HALO Penta-HILIC
Good resolution of high mannose variant
glycopeptide
HILIC Strongly Retains and Resolves N-linked Glycopeptides
11
HILIC SRM analysis of human serum IgGs demonstrating the ability to resolve isomeric glycopeptide glycoforms.
Comparison released N-glycans and glycopeptides of Fetuin. (A) Procainamide labeled released N-glycans. (B) Glycopeptides with the same peptide backbone.
IgG 2/3 (EEQFNSTFR) IgG 4 (EEQFNSTYR) IgG 1 (EEQYNSTYR)
Conditions: Column – 2.1 x 150 mm HALO Penta-HILIC; 0.4 mL/min; 60°C. Gradient Eluents: A –50 mM ammonium formate (pH 4.4)/5% AcN; B – AcNGradient – RG: 80% to 62% AcN/60 min (-1%/min); GP 85% to 48%B 75 min
Huang, Y., Nie, Y., Boyes, B., and Orlando, R. (2016) J. Biomol. Technol., 27, 98-104. Tao, S.J., Huang, Y., Boyes, B.E., and Orlando, R. (2014) Anal. Chem., 86, 10584-10590.
LC-MS/MS of N-Linked Glycans ON and OFF Peptide by HILIC/SRM
12
Separation of Glycopeptides of Hemopexin2.1 mm x 150 mm, A: 0.1% formic acid in water; B: 0.1% formic acid in ACN
Gradient conditions same for Penta-HILIC and BEH Amide; shallower for ZIC-HILIC, 0.3 mL/min, 40 °C
Molecules 2020, 25, 4655
• Increased retention for Penta-HILIC for the di-sialylated glycopeptides
• Reduced retention of sialylatedglycans on ZIC-HILIC may be due to ion repulsion between the negatively charged sulfobetaine functional group and the negatively charged sialic groups of the glycans
• Reduced elution range observed on the BEH amide (< 2 min)
13
Separation of Fucosylated Glycopeptide Isomers
Molecules 2020, 25, 4655
2.1 mm x 150 mm, A: 0.1% formic acid in water; B: 0.1% formic acid in ACNGradient conditions same for Penta-HILIC and BEH Amide; shallower for ZIC-HILIC, 0.3 mL/min, 40 °C
• Normalized EIC chromatograms of A2G2F1 glycoforms of SWPAVGN187CSSALR (PEP1) (A–C) and ALPQPQN453VTSLLGCTH (PEP2) (D–F) on 3 different HILIC columns
• HALO Penta-HILIC resolves the glycoforms of both PEP1 and PEP2
• BEH Amide resolves the glycoformsof PEP1, but not PEP2 while ZIC-HILIC shows complete coelution of the glycoforms of PEP1 and PEP2
14
Separation of Sialylated Glycopeptide Isomers
Molecules 2020, 25, 4655
2.1 mm x 150 mm, A: 0.1% formic acid in water; B: 0.1% formic acid in ACNGradient conditions same for Penta-HILIC and BEH Amide; shallower for ZIC-HILIC, 0.3 mL/min, 40 °C
• Normalized EIC chromatograms of A2G2F1 glycoforms of SWPAVGN187CSSALR (PEP1) (A–C) and ALPQPQN453VTSLLGCTH (PEP2) (D–F) on 3 different HILIC columns
• HALO Penta-HILIC shows baseline resolution of the glycoforms of both PEP1 and PEP2
• BEH Amide is starting to resolve the glycoforms of PEP1 and PEP2 while ZIC-HILIC shows coelutions of the glycoforms of PEP1 and PEP2
15
Separation of Glycopeptides of IgG
Molecules 2020, 25, 4655
2.1 mm x 150 mm, A: 0.1% formic acid in water; B: 0.1% formic acid in ACNGradient conditions same for Penta-HILIC and BEH Amide; shallower for ZIC-HILIC, 0.3 mL/min, 40 °C
• Different selectivity observed across the 3 HILIC phases studied
• Increased resolution for Penta-HILIC compared to the other 2 HILIC phases
16
DEAMIDATION
17
Deamidation/Isomerization of Asparagine• Deamidation of asparagine (N) and glutamine (Q) residues occurs in both peptides and in intact proteins• Rate of these deamidation reactions is strongly condition (pH, T) and sequence dependent (C-terminal G)• Mechanism of ammonium loss is understood to occur as an irreversible reaction through a 5 membered (N) or 6
membered (Q) cyclic intermediate – shown below for Asn with intermediate cyclic succinimidyl structure (sN)• Symmetrical intermediate will hydrolyze to Asp (D) or, via polypeptide backbone rearrangement, to iAsp (iD)• Asp/iAsp dehydration to the cyclic intermediate is reversible, resulting in an equilibrium distribution of Asp/iAsp
containing peptides or polypeptides• Formation of Asp or iAsp results in a more polar modified peptide or polypeptide, amenable to HILIC resolution.
At pH >3 ionization of the carboxylate occurs.
N D
iD
sN
Badgett, M.J., Boyes, B.E., Orlando, R.C. Am. Soc. Mass Spectrom. 28: 818 (2017)
18
Why is Deamidation of mAbs Important?
• Could alter the mAb structure and function– Reduced bioactivity– Change to pharmacokinetics– Change to antigenicity
• Could change the stability, leading to degradation
19
Selected Tryptic Peptides from TrastuzumabIgG Peptides Studied
IgG Peptide with Multiple Asn as a Model System:
GFYPSDIAVEWESN388GQPEN393N394YK
Trastuzumab Light Chain25 ASQDVNTAVAWYQQKPGK 42 N30T
Trastuzumab Heavy Chain76 NTAYLQMNSLR 86 N83S99 WGGDGFYAMDYWGQGTLVTVSSASTK 124 D102G
279 FNWYVDGVEVHNAK 292 D284G306 VVSVLTVLHQDWLNGK 321 N319G375 GFYPSDIAVEWESNGQPENNYK 396 N388G--NN393N394Y421 WQQGNVFSCSVMHEALHNHYTQK 443 N425V--N438H
20
Comparison of HILIC and RP for ResolvingDeamidated and Isomerized Asn Peptides
GFYPSDIAVEWESNGQPENNYKGFYPSDIAVEWESDGQPENNYKGFYPSDIAVEWESiDGQPENNYK
Three peptides from IgG1 – variant at position 14 (IgG N388)
Columns: 2.1 x 150 mm HALO 160 Å ES-C18, 2.7 µm or HALO 90 Å Penta-HILIC, 2.7 µm; Flow rate: 0.4 mL/min; Temp: 60 oC; Mobile Phase A: water/50 mM Ammonium Formate, pH 4.4; Mobile Phase B: acetonitrile/0.1% Formic acidGradient: HILIC – 80%-46.2% in 60 min.; RP - 10-70% B in 60 min; Injection Volume: 4 µL (0.1 µg)
M+2 peptide ions M+2 peptide ions
• The same mobile phase conditions and temperature were employed, reversing the direction of the acetonitrile gradient to effect elution on RP and HILIC columns.
• Note the greater selectivity difference for resolving these peptides in HILIC, compared to RP.• Unlike RP, HILIC reliably resolves Asn/Asp/iAsp, with the retention order shown above
21
Deamidation/Isomerization of Asparagine at pH 9, 37 °C
22
Column: 0.5 x 150 mm Halo Penta-HILIC; Flow rate: 12 µL/min; Temp: 60 oC; Detection: Abs (220 nm) or Orbitrap Velos Pro MS Mobile Phase A: water/50 mM Ammonium Formate, pH4.4; Mobile Phase B: acetonitrile/0.1% Formic acid; Gradient: Hold 80%B for 4 min.; 80%-48% in 64 min.
N388G
D388G iD388GUV
A
B
C
N388G
N388G
D388G
iD388G
N388GD388G
iD388G
iD388G—iD393N
UV
MS
• Mass analysis and MS/MS fragmentation identifies the N388G—(D/iD)393N peptide at 29.8 min.• Degradation of iD388G—N393N rapidly formed two peptides with 1 Da shift at 31.69 and 32.80 min, confirmed as
deamidations to D or iD at position 393, and eventually all peptides degraded to predominantly 34.53 minutes, the iD388G—iD393N peptide. Supported by mass analysis, using CID and ETD fragmentation.
• No evidence of the formation of a triple deamidation was obtained (N394).
Deamidation/Isomerization of Asparagine at pH 9, 37 °C
+1 Da
+2 Da
23
N388G
iD388GD388GN388G
N388G—D/iD393N
Column: 0.5 x 150 mm Halo Penta-HILIC; Flow rate: 12 µL/min; Temp: 60 oC; Detection: Abs (220 nm) or Orbitrap Velos Pro MS Mobile Phase A: water/50 mM Ammonium Formate, pH4.4; Mobile Phase B: acetonitrile/0.1% Formic acid; Gradient: Hold 80%B for 4 min.; 80%-48% in 64 min.
C
D
E
F
• Trastuzumab– Tryptic digest of both native and stressed by incubation in Tris-HCl
pH 9.0 for 7 days at 4 mg/mL• Reduced and alkylated proteins digested 4 hrs in 50 mM Tris-HCl (pH 7.8)/1.5 M
Guanidine-HCl
– Analysis via HILIC capillary LC/MS using the Orbitrap/IT• Extracted ions at the monoisotopic masses of the target sequences were integrated• Reported sequences were confirmed by CID MS/MS fragmentation
Method Conditions for IgG Tryptic Digests
24
Deamidation and Isomerization in IgG Tryptic DigestsGFYPSDIAVEWESNGQPENNYK in Trastuzumab Digest
Native Stressed• 9 sites of potential modification were
analyzed• 3 Asn sites with significant
deamidation, and subsequent isomerization.
25
*JASMS, 28 (2017) 818-826 J Chromatogr A, 1537 (2018) 58-65
Deamidation and Isomerization in IgG Tryptic DigestsGFYPSDIAVEWESNGQPENNYK in Trastuzumab Digest
Native Stressed
WGGDGFYAMDYWGQGTLVTVSSASTK in Trastuzumab Digest
Native Stressed
• 9 sites of potential modification were analyzed
• 3 Asn sites with significant deamidation, and subsequent isomerization.
• 2 sites showed presence of D/iDpairs, neither were strongly affected by “stress”
• All susceptible sites exhibited the cyclic intermediate sN, whether formed from D or N in the native sequence.
26JASMS, 28 (2017) 818-826 J Chromatogr A, 1537 (2018) 58-65
OXIDATION
27
Oxidation of Methionine Mechanism
• Methionine (Met-S) oxidizes to form methionine sulfoxide (Met-SO)• Methionine sulfoxide (Met-SO) can further oxidize to form methionine sulfone (Met-SO2)• Met-SO can be reduced back to methionine using methionine sulfoxide reductase A (MsrA)
28
Why is Oxidation of mAbs Important?
• Met oxidation in mAbs linked to– Function loss– Folding stability decrease– Increase in propensity to aggregate
• Could happen at various development stages– Production– Formulation– Storage
29
Reversed-Phase Separations of Oxidized Peptides
• Tryptic peptides from BSA• Example in A is not resolved well
enough for quantitation
30J. Am. Soc. Mass Spectrom. (2017) 28:818-826
Reversed-Phase Separations of Oxidized Peptides
• Tryptic peptides from BSA• Example in A is not resolved well
enough for quantitation• Example in B is resolved well
enough for quantitation• No consistent resolution with
separation using reversed-phase so cannot be easily predicted
Column: 0.2 x 150 mm HALO 160 Å ES-C18, 5 µm; Flow rate: 2 µL/min; Temp: room temperature; Mobile Phase A: water/0.1% formic acid and 10 mM ammonium formate; Mobile Phase B: acetonitrile/0.1% formic acid and 10 mM ammonium formate; Gradient: 5%-75% B in 120 min.
31J. Am. Soc. Mass Spectrom. (2017) 28:818-826
HILIC Separation of IgG Oxidized Peptide
• IgG oxidized peptide is well resolved from the unmodified form and can easily be quantified
Column: 0.2 x 150 mm HALO 90 Å Penta-HILIC; Flow rate: 2 µL/min; Temp: room temperature; Mobile Phase A: 50 mM Ammonium Formate/0.1% formic acid; Mobile Phase B: acetonitrile/0.1% formic acidGradient: 95%-30% B in 90 min.
32J. Am. Soc. Mass Spectrom. (2017) 28:818-826
(-) DIQMTQSPSSLSASVGDRVTITC(Carbamidomethyl)R(A)-1305
HILIC Separation of IgG Oxidized Peptide from NISTmAb digest
Column: 0.5 x 150 mm HALO 90 Å Penta-HILIC; Flow rate: 50 µL/min; Temp: 60 oC; Mobile Phase A: 50 mM Ammonium Formate, pH 4.4; Mobile Phase B: acetonitrile/0.1% formic acidGradient: 80%-48% B in 55 min. 33
Conclusions
• Detailed characterization of PTMs continues to grow, particularly for therapeutic mAbs
• HILIC separations show increased resolution of polar PTMs of mAbs compared to reversed-phase separations
• HALO Penta-HILIC is well suited for separations of glycovariants and analysis of site occupancy
• HALO Penta-HILIC can yield quantitative details on protein deamidations and other chemical modifications
34
Acknowledgements
• Advanced Materials Technology, Inc.– Barry Boyes, Ph.D.– Andrew Harron, Ph.D.– Arianne Soliven, Ph.D.– Ben Libert– Conner McHale– Stephanie Rosenberg
• Professor Ron Orlando and students at the CCRC, UGA
35
Questions
36