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Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot, Israel

Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

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Page 1: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Lengths, Energies and Time Scales in

Photosynthesis.Implications for Artificial

Systems. Dror Noy

Plant Sciences Dept.Weizmann Institute of Science

Rehovot, Israel

Page 2: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

How does Nature exploits fundamental physical

principles in the construction of biological

energy conversion systems?

Page 3: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

How can we implement the Natural strategies in

man-made energy conversion systems?

Page 4: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Oxygenic PhotosynthesisThe best characterized

Natural energy conversion scheme

Carbon fixation

Photosystem II

Page 5: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Spatial Resolution: 2-3 ÅTemporal Resolution < 0.1 ps

Oxygenic PhotosynthesisThe best characterized

Natural energy conversion scheme

Page 6: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

The fundamental processes

Light drivenLight drivenElectron transfer(Tunneling, Diffusion)

Proton pumping

Chemical transformation

2 x 2H+

2H+

NADP+ NADPHH+

2H+

We focus on the primary photosynthetic reactions because these are by-far the best characterized and probably the best understood biological energy conversion processes

We focus on the primary photosynthetic reactions because these are by-far the best characterized and probably the best understood biological energy conversion processes

Page 7: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

QuickTime™ and aMicrosoft Video 1 decompressorare needed to see this picture.

PSII PSI

A simpler view

Cartoon by Richard Walker, from “Energy Plants & Man” by David Walker

B6F

• Support the catalytic turnover rates

• Exceed the rates of inherent relaxation processes and back-reactions

• Energy and electron transfer rates between functional elements should be fast enough to:

• Each transfer rate has a distinctive dependence ondistance, and energy.

Page 8: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Time (Rates), Length, and

Energy Scales

Membrane Potential 0.1 - 0.01 s-1

Page 9: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Length and Energy Scales of Light Absorption

• Given an incoming photon flux, the absorption cross-sections defines a length scale

• The driving force of the redox reactions define an energy scale by limiting the number of useful photons

Page 10: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

A typical organic chromophore can support up to 5 catalytic cycles/second

Page 11: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Pigment Composition of Photosynthtetic

EnzymesLH2 FMO PCP PSI PSII

LHCII

LH1-RC

Protein

72%

86% 83% 73% 89% 86% 62%

(B)Chls

18%

14% 4% 23% 10% 14% 30%

Carotenoid

s

10%

- 13% 4% 1% - 8%

Total28%

14% 17% 27% 11% 14% 38%

Page 12: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Different distance and energy dependence for electron and

energy transfer

Membrane Potential 0.1 - 0.01 s-1

Electron tunneling

EnergytransferElectron Transfer ∝ 10^(-0.6r-3.1⋅(ΔG+λ)2/λ)

Energy Transfer ∝ (ro/r)6

Page 13: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Implications for the “natural leaf”

τmax

(Amax

) ΔGo [V] rmax

[Å]

PSI12 μs

(100%)+0.45 0

PSII12 μs (18%)

-0.27 18

Bacterial

25 ms (9%)

+0.07 24

Purple Bacteria

PSII

PSI HeliobacteriaGreen Sulfur Bacteria

Side view

Page 14: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Conclusions

The basic physics of the transfer processes allow for a large degree of

tolerance

The basic physics of the transfer processes allow for a large degree of

tolerance

In photosystems, natural selection favors robust design with the

predominant parameter being control over cofactor distances

In photosystems, natural selection favors robust design with the

predominant parameter being control over cofactor distances

Page 15: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

However...

Page 16: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Implications for the “artificial leaf”

6.1 Å

10.6 Å

15.5 Å

160 μs180 ns

360 ps

31 Å

ΔG = -0.35 eVλ = 0.7 eV

Energy transfer 10 ps

Distances must be controlled with sub nanometric accuracy

Page 17: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Concentration Quenching

70

60

50

40

30

20

10

0

Counts

302520151050Distance [Å]

40

30

20

10

0

Counts

302520151050Distance [Å]

25

20

15

10

5

0

Counts

302520151050Distance [Å]

20

15

10

5

0

Counts

50403020100Distance [Å]

LHI-RC PSII

LHCI-PSI

PSI

Page 18: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

LH2LH2LH1LH1

FMOFMO LHC2LHC2 PSIIPSII

PSI

Chlorophyll ProteinsPSIPSI

Page 19: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

•Rudimentary structures

•Iterative design

•High resolution structural information, only a bonus

Non-natural Systems

Page 20: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

De Novo Designed Protein Building

Blocks for Energy and Electron

Transfer Relays

Page 21: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Hybrid Modular Design

Page 22: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

De Novo Design of a Non-Natural Fold for

an Iron-Sulfur Protein

Page 23: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

PSIPSIBacterial FerredoxinBacterial FerredoxinComplex IComplex I

Complex IIComplex II Fe2 HydrogenaseFe2 Hydrogenase NiFe HydrogenaseNiFe Hydrogenase

Iron-Sulfur Clusters Proteins

Page 24: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Incorporating an Iron-Sulfur Cluster Center into the

Hydrophobic Core of a Coiled Coil Protein

Grzyb et al. BBA-Bioenergetics 1797 (2010) pp. 406-413

Page 25: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

CCIS1:Coiled Coil Iron Sulfur

Protein I

CCIS1

All C->S

Grzyb et al. BBA-Bioenergetics 1797 (2010) pp. 406-413

Page 26: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Ferredoxin Loop Interface to CCIS

CCIS1

CCIS-Fdx

Page 27: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

De Novo Design of a Water Soluble

Analog of Transmembranal

Chlorophyll Proteins

Page 28: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

LH2LH2LH1LH1

FMOFMO LHC2LHC2 PSIIPSII

PSIPSI

PSI

Chlorophyll Proteins

Page 29: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

PSIIPSI

Multi-Chl Protein by Redesign of a Common

Natural MotifPSI

Page 30: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Converting a Transmembranal Motif into a Water-Soluble

Protein

Step 1: Identify External ResiduesStep 2: Build Connecting LoopStep 3: Replace Hydrophobic Residues with Hydrophylic Ones

Page 31: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Phytyl

HO

Water-Soluble BChls

H

Mg

Bacteriochlorophyll a

132-OH-Bacteriochlorophyll a

HO

Zn

132-OH-Bacteriopheophorbide a

132-OH-Zn-Bacteriochlorophyllide aZnBChlide

H

H

Page 32: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

PS3H2:PhotoSystem 3 Helix

Protein 2Dimers

Monomers

PS3H2

Page 33: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

PS3H2:PhotoSystem 3 Helix

Protein 2

PS3H2

PS3H2H62A

Page 34: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

ConclusionsTwo examples of designing de novo protein cofactor complexes were presented:•An iron-sulfur cluster with a non-natural fold•A multi-Chl binding protein that is a water-soluble analog of a highly conserved transmembranal Chl-binding motifThese examples demonstrate: •The viability of protein de novo design for making novel functional proteins•The effectivity of the iterative design approach in identifying and correcting design flaws

Page 35: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

Conclusions

Protein de novo design is a useful way of constructing the relays that will provide building blocks for energy conversion systems

By focusing on simple and robust energy and electron transfer relays we can achieve functional variability by “mixing and matching” a few unique catalytic centers

Page 36: Lengths, Energies and Time Scales in Photosynthesis. Implications for Artificial Systems. Dror Noy Plant Sciences Dept. Weizmann Institute of Science Rehovot,

• Funding$Human Frontiers

Science Program Organization

$Weizmann InstituteNew Scientists Center

Acknowledgments

Les Dutton•Chris Moser

Israel Proteomics Center• Shira Albeck,Yoav Peleg,Tamar Unger

Wolfgang Lubitz• Maurice van Gastel

CollaborationAvigdor Scherz• Alex Brandis• Oksana Shlyk-Kerner

Zxab

Noy Group•Ilit Cohen-Ofri•Joanna Grzyb•Jebasingh Tennyson•Iris Margalit

Zxab

Lev Weiner, Daniella Goldfarb

Ron Koder

Vik Nanda

Noam Adir, Technion