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Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising...

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Michelle A. O’Malley Exploiting Anaerobes for Biomass Breakdown and Sustainable Chemical Production Michelle A. O’Malley Assistant Professor Department of Chemical Engineering University of California, Santa Barbara
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Page 1: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Michelle A. O’Malley

Exploiting Anaerobes for Biomass Breakdown and Sustainable Chemical Production

Michelle A. O’MalleyAssistant Professor

Department of Chemical Engineering University of California, Santa Barbara

Page 2: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Recalcitrant Biomass Hinders Production of Valuable Products from Cellulose

Rubin, E. M. Nature 454 (2008) 841- 845.

Cellulosic biomass is an attractive renewable resource for biofuels, bioplastics, etc.

3 enzymatic components required: Endoglucanases Exoglucanases β-glucosidases

Crystalline cellulose

Cellulose-rich Feedstock

Sugar Value-added Product

FermentationPretreatment, Enzymatic Hydrolysis

cellulose

Purified cellulases(i.e. from T. reesi, A. niger)

Major Roadblocks: Recalcitrant nature of crude biomass

(presence of lignin and other inhibitors) Costs associated with enzyme production

and catalytic performance 2

Page 3: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

What can we learn from nature?

Several microbiomes degrade biomass

Anaerobes are promising understudied microbes They populate the guts of animals,

regulating immune function, nutrition, and other functions

Each microbe has a unique “job” within the community

New culture, sequencing, and proteomics tools allow us to understand and engineer these systems

R. Doi, Ann. N.Y. Acad. Sci. 1125:267-279 (2008).

100 µm

Anaerobic Fungi Colonizing Wheat Straw

Life Cycle of an Anaerobic FungusO’Malley MA, Theodorou MK, Kaiser CA. Environmental Progress, 31(1): 37-46 (2012).

3Haitjema CH, et al, Biotechnology and Bioengineering, 111(8): 1471-1482 (2014).

Page 4: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Objectives

Overall Goal: Accelerate the development of renewable lignocellulosic biofuels and value-added products

Approach: Learn from nature to engineer cellulases and anaerobes with novel functions

Isolate gut microbes from their native microbiomes and integrate ‘omics’-based tools to understand function

Engineer anaerobic consortia for bioprocessing

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Page 5: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Finding Fungi in the Muck…

Fecal materials from Santa Barbara Zoo

Elephant Goat Sheep

Roll tube isolation of unique fungal strains

Characterize biomass-degrading capacity

5John Henske

Giraffe

Neocallimastix sp G1

Anaeromyces sp S4

Piromyces sp finn Neocallimastix sp S3

Page 6: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Fungi were extracted from a horse named “Finn” from Verrill Farm (Concord, MA) Fungal isolate renamed Piromyces sp finn and supported on reed canary grass

Full growth cycle is seen in 5 – 6 days Active growth is characterized by fermentation gas accumulation Pressure accumulation allows substrate preference to be determined

Inoculation 2 – 4 days 5 – 6 days > 6 days

Fungal Isolates Exhibit Substrate Preference in Batch Culture

Finn(courtesy of Verrill Farm)

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Page 7: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Famous Gut Fungi (Be careful what you wish for…)

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Page 8: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Enzyme Discovery: Why Sequencing a Genome is Not Enough

DNA mRNA Proteintranscription translation

In order to identify the most powerful enzymes, it is critical to examine the transcriptome from a growing organism.

Transcriptomeacquisition with

NGS

RNA isolation &

strand specific

cDNA library generation

BioinformaticAnalysis

• Annotation

• Transcript quantification

• Reconstitution of metabolism

Hypothesis: Cellulosic substrates activate transcription of cellulolytic enzymes and cellulolytic complexes (cellulosomes) while sugars repress transcription 8

Page 9: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Piromyces sp finn is Rich in Several GH Enzymes and Dockerin-tagged Proteins

9Kevin Solomon & John Henske

Gut fungi are rich in polysaccharide deacetylases, β–glucosidases (GH5, GH9), and endoxylanases (GH10, GH11)

Sequencing reveals hundreds of new enzymes within one strain!

Page 10: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Objectives

Overall Goal: Accelerate the development of renewable lignocellulosic biofuels and value-added products

Approach: Learn from nature to engineer cellulases and anaerobes with novel functions

Isolate gut microbes from their native microbiomes and integrate ‘omics’-based tools to understand function

Engineer anaerobic consortia for bioprocessing

10

Page 11: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Anaerobic Syntrophy: Controlling H2 and CH4 Production

11Jessica Sexton

Metabolism of anaerobic fungi and methanogens is linked

Products depend on the microbes present in a culture

Fungi – acetate, CO2, H2 Fungi+Methanogens – CO2, methane

Page 12: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Accelerating Biomass Breakdown through Anaerobic Co-culture

12Jessica Sexton

Fungal/methanogen co-cultures accelerate biomass breakdown Metabolic underpinnings of the interaction are unknown Potential applications:

Synthetic systems for biogas production Microbiome engineering to control carbon cycling

Page 13: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Where else can we go from here?

13

Transfer enzymes to model microbe for Consolidated

Bioprocessing

Develop new genetic engineering strategies to

control gut fungi

Combine microbes in synthetic co-culture

Page 14: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

“Compartmentalize” Biomass Breakdown and Product Conversion with Two Microbes

14John Henske

Goal: Metabolically link a model facultative anaerobe to released fungal sugars.

Saccharification Fermentation

Commodity chemicalsSugar

Gut Fungi Yeast/E. coli

Gut fungi produce more sugars than they need to grow and divide Model microbes like yeast and E. coli are easy to metabolically engineer “One pot” strategy to convert hydrolyzed sugars into value-added chemicals

Page 15: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

“Compartmentalize” Biomass Breakdown and Product Conversion with Two Microbes

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Pre

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Time (hrs)

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John Henske

Up to 5-7 g/L glucose accumulates in spent fungal cultures

Both E. coli and S. cerevisiae can grow and divide in spent cultures

Current Targets: Develop an anaerobic fluorescent

protein to confirm “hand-off” of carbon to the model microbe

Measure production of n-butanol in an anaerobic co-culture process

Flavin-based Mononucleotide

Fluorescent Protein (FbFP)

Page 16: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

Summary and Perspectives

Understudied anaerobes are powerful degraders of crude, non-food lignocellulosic materials

Advances in sequencing technologies make it possible to pinpoint nature’s key enzyme cocktails

Natural partnerships between anaerobes can accelerate crude biomass processing

By leveraging this understanding, we can engineer novel, stable microbial consortia for targeted value-added production

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Page 17: Exploiting Anaerobes for Biomass Breakdown and Sustainable ... · Anaerobes are promising understudied microbes They populate the guts of animals, regulating immune function, nutrition,

AcknowledgementsBroad Institute:Prof. Aviv RegevDr. Dawn ThompsonDiego Borges-RiveraHarper Adams (UK):Dr. Mike TheodorouUniv. of Delaware:Prof. Kelvin Lee Dr. Leila Choe

USDA:Dr. Paul WeimerChris Odt

Verrill FarmSanta Barbara ZooJGI:Dr. Igor GrigorievDr. Kerrie Barry

O’Malley Lab: Dr. Kevin SolomonDr. Charles HaitjemaDr. Jessica SextonDr. Monica RiethDr. Susanna SeppalaNikki SchonenbachJennifer GuerreroJohn HenskeSean GilmoreJustin Yoo

Undergraduates:Josie TresselElisa OvadiaNatalie BanakisErich BrodbeckSarah MaxelWen-Kang ChouCharlotte Abrahamson

Funding and Support:

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PNNL:Dr. Aaron WrightSam PurvineDr. Scott BakerArgonne NL:Dr. Andrzej JoachimiakDr. Gyorgi BabniggNREL:Dr. Steve DeckerDr. Mike HimmelLarry TaylorMichael ReschMIT:Prof. Kristala Prather


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