understanding free and complexed enzyme mechanisms and ...understanding free and complexed enzyme...

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Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance Michael G. Resch SIMB SBFC Clearwater, FL 4/29/2014 NREL/PR-2700-60927 NREL is a national laboratory of the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, operated by the Alliance for Sustainable Energy, LLC.

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Page 1: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to

Cell Wall Recalcitrance

Michael G. Resch SIMB SBFC Clearwater, FL 4/29/2014

NREL/PR-2700-60927 NREL is a national laboratory of the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, operated by the Alliance for Sustainable Energy, LLC.

Page 2: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

Acknowledgements

Task Leaders Gregg Beckham Michael Himmel Steve Decker TEM and SEM Imaging Bryon Donohoe Peter Ciesielski Intern Jennifer Nill

Clean Fractionation Rui Katahira Kellene McKinney Cellulose Allomorphs and XRD Ashutosh Mittal BAT Team Techno Economic Analysis Mary Biddy

Funding

Biomass Technologies Office (BETO) Office of Science

Page 3: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

3

Economic Impact of Reducing Enzyme Loading

Humbird et al. 2011

Page 4: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Gilbert and Fontes, Ann. Rev. Biochem. 2010

Lynd et al. MMR 2002

“free” cellulases

“Free” vs. Complexed Enzymes

Page 5: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Different physical mechanisms of denconstruction

Cellulosomes “Free” Cellulases

Resch, M.G. et al. (2013) Energy and Environmental Science

Page 6: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Do Free and complexed enzymes degrade cellulose synergistically?

Avicel conversion at 10 mg/g

Resch, M.G. et al. (2013) Energy and Environmental Science

Page 7: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Enzyme Accessibility is Different

“Free” Enzymes Cellulosomes

• Cellulases are evenly distributed

• Cellulosomes are near the cell walls

Possible factors limiting cellulosome activity on DA pretreated biomass • Accessibility • Low koff compared to free cellulases • Binding to lignin

Resch, M.G. et al. (2013) Energy and Environmental Science

Page 8: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

Clean Fractionation Pretreatment (Organosolve)

Page 9: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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CEF

Solvent Temp (°C) Acid (mol/L) Lignin (%) Glucan (%) Xylan (%)

MIBK/Acetone/H2O 140 0.025 10.63 63.31 17.47 MIBK/Acetone/H2O 140 0.05 3.67 82.28 6.56 MIBK/Acetone/H2O 140 0.1 3.33 87.19 3.08

CEF Chemical Composition

Page 10: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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How does Clean Fractionation affect biomass morphology?

140°C 0.1M

Katahira, R. et al (in review)

Page 11: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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How does Clean Fractionation affect enzyme saccharification?

Resch, M. et al (in review)

Page 12: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Affect of PT Severity on Enzymatic Saccharification

10 mg/g enzyme loading, 72 hours

Resch, M. et al (in review)

Page 13: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Synergistic Combination of CTec2 and Cellulosomes

Resch, M. et al (in review)

Page 14: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Technoeconomic Results from CF Work

Mary Biddy (NREL)

Page 15: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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SEM of Digested Cellulose Enriched Fraction

Resch, M. et al (in review)

Page 16: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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TEM of Digested Cellulose Enriched Fraction

Resch, M. et al (in review)

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Model of Enzymatic Deconstruction Mechanisms

Ciesielski, P., Resch, M. et al (in review)

Page 18: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

Cellulose Allomorphs

Page 19: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Allomorph EH Study Objectives

Isolate cellulose allomorphs with identical crystallinity. How do complexed, free and a combination

perform on cellulose I, II and III? Does the crystallinity change over the course

of digestion? ? How does cellulose type effect the hydrolysis

mechanism with free, complexed and combination?

Page 20: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Crystal Structure Models

Page 21: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Cotton linters Allomorphs - XRD

10 20 30 402θ

Cellulose I

Cel I; CI - 62

PASC CL; CI - 44

PASC CL; CI - 34

Amorphous - Ball Milled - 6h

A

10 15 20 25 30 35 402θ

Cellulose II

Cel II @ 145C; CI - 57

Cel II @ 70C; CI - 49

Cel II @ 25C; CI - 40

Amorphous - Ball milled 6h

B

10 15 20 25 30 35 402θ

Cellulose III

Cel III @ 130C; CI - 60

Cel III @ 25C; CI - 49

Cel III @ -33C; CI - 32

Amorphous - Ball milled 6h

C

Allomorph Crystallinity Index (CrI)

Cellulose I 62 44 34

Cellulose II 57 49 40

Cellulose III 60 49 32 Ashutosh Mittal

Page 22: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Enzymatic Hydrolysis of Cellulose Allomorphs

Page 23: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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XRD – 50% EH with Ctec2

10 15 20 25 30 35 40

Cellulose III - Ctec2

Cellulose III

Cel III Ctec2

10 15 20 25 30 35 40

Cellulose I - Ctec2

Cellulose I

Cel I Ctec2

10 15 20 25 30 35 40

Cellulose II - Ctec2

Cellulose II

Cel II Ctec2

No change in XRD of cellulose samples after 50% digestion with Ctec2

Ashutosh Mittal

Page 24: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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XRD – 50% EH with Cellulosomes

10 15 20 25 30 35 40

Cellulose III - Cellulosomes

Cellulose III Cellulosomes

Cellulose III

10 15 20 25 30 35 40

Cellulose I - Cellulosomes

Cellulose I

Cellulose I Cellulosomes

10 15 20 25 30 35 40

Cellulose II - Cellulosomes

Cellulose II

Cellulose II Cellulosomes

XRD of cellulose II and III allomorphs change after 50% digestion with Cellulosomes • Change in the intensity of XRD from various crystal planes • Emergence of a new peak at 2θ = 24° Do cellulosomes attack crystalline regions selectively? Currently looking at the digestions of cellulose allomorphs with combination of Ctec2 and Cellulosomes

Page 25: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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I

Free Complexed

II ? ?

III ? ?

Page 26: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Conclusions

• “Free” enzymes and cellulosomes have distinct mechanisms in cellulose and biomass deconstruction

• “Free” enzymes and cellulosomes are synergistic • Biomass composition and enzyme accessibility to cellulose ends affect

cellulosomes more than “free” enzymes • Combining properties of “free” and multi-domain enzymes in

commercial enzyme cocktails could lead to enzyme cost reductions

Page 27: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

Acknowledgements

Task Leaders Gregg Beckham Michael Himmel Steve Decker TEM and SEM Imaging Bryon Donohoe Peter Ciesielski Intern Jennifer Nill

Clean Fractionation Rui Katahira Kellene McKinney Cellulose Allomorphs and XRD Ashutosh Mittal BAT Team Techno Economic Analysis Mary Biddy

Funding

Biomass Technologies Office (BETO) Office of Science

Page 28: Understanding Free and Complexed Enzyme Mechanisms and ...Understanding Free and Complexed Enzyme Mechanisms and Factors Contributing to Cell Wall Recalcitrance (Presentation), NREL

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Clean Fractionation – Xylan Conversion

Resch, M. et al (in review)