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Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice President Business Development

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Page 1: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Increased Crop Yield ThroughImproved Photosynthesis

4th International Conference on Agriculture and HorticultureBeijing, July 14, 2015

Andy Renz, Vice President Business Development

Page 2: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

100% Increase in Productivity Required by 2050

Required yield increases are significantly higher than historical yield increases.

Ray et al, 2013, PLoS ONE

Page 3: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

2nd Generation Ag Biotech – Abiotic Stress Tolerance & Yield Increase

Yield traits represent the largest opportunity in ag biotech

2025

1st generation traits

2nd generation traits

Page 4: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

2nd Generation Ag Biotech – Abiotic Stress Tolerance & Yield Increase

• Excellent results and products from molecular breeding– AQUAmax™ corn from Pioneer– Artesian™ corn from Syngenta– Droght tolerant rice from IRRI

• Opportunity and Challenge for GM approaches:– Monsanto/BASF: largest partnership in the history of Ag Biotech

R&D: $2.5 billion(!)• HTP screens in model and crop plats• Field testing in crops (commercial germplasm)• First prducts: Droughtgard™ corn launched in 2013 (CspB)

– Benson Hill Biosystems:• Focus on yield improvement through improved photosynthesis

Page 5: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Far belowthreshold limits

Quite optimizedthrough breeding

Can Improvement in Photosynthesis Increase Crop Yields?

Long et al. (2006) Plant Cell Envir 29:315-30

Yield Potential: Y = 0.487 * St * ɛi * ɛp* ɛc

• 0.487: percentage of photosynthetically active radiation• St : total incident solar radiation across the growing season

• Ɛi: : light interception efficiency, i.e. ability of canopy to capture sunlight

• Ɛp : partitioning efficiency, i.e. harvest index

• Ɛc : conversion efficiency, i.e. combined gross photosynthesis of the canopy, less all plant respiratory losses

YES, by > 50% !

Page 6: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Recent Publications Confirming this Hypothesis (1)

Simkin et al (2015) J Exp Bot 66:4075-90

Page 7: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Recent Publications Confirming this Hypothesis (2)

Ambavaram et al (2014) Nature Communications 5:5302-16

Page 8: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Photosynthesis is the Most Promising Target to Increase Crop Productivity

I. Enhance photosynthetic efficiencyII. Increase overall energy availabilityIII. Increase photosynthetic productivity in a canopyIV. Maintain photosynthesis during abiotic stresses

Focus on rate-limiting steps of primary

metabolism

“fine tuning” to provide genetic variability that

otherwise would never occur

Benson-Calvin cycle

Carbon shuttle

Starch production

Light Harvesting

ATP + NADPH

Sugars

Energy

Requires use of multi-genic approaches and precisely controlled gene expression

Page 9: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Benson Hill Biosystems – Company Summary

• The Photosynthesis Company TM

• Focus: Increased Crop Yield through Improved Photosynthesis• Discovery: Integrated, systems-based approach to engineering plant primary

metabolism• One platform – multiple product opportunities:

corn, sugarcane, soybean, rice, wheat, cotton, oil palm, canola, Eucalyptus,…• GM- and non-GM product concepts• World-class plant growth and genomics facility licensed and in use• Pre-Series A company; more partnership revenues than venture capital• Partnerships with global leaders

Page 10: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Benson Hill Biosystems – Integrated Platform with Focus on Photosynthesis

Deep knowledge about photosynthesis

PSKbase TM – Unique omics and computational platform

State of the artphenotyping

Cropmodels

Gene regulatorynetworks

Gene-based ModificationsTransgenic &

Non-GM

Synthetic ChemistryCrop performance &

Crop protection

BiologicalsStimulants &

microbes

Field testing in crops

Aerial imaging

Network plasticityanalysis

Genomeediting

Genomic selection &Computational breeding

Page 11: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Partnership with Donald Danforth Plant Science Center

• IP/license access to labs of Tom Brutnell and Todd Mockler– 35+ FTEs working on photosynthesis, computational and systems biology, transcriptional

regulatory networks, novel targets and promoters, etc.

• Enablement of CapEx Lite with access to:– Tissue Culture and Transformation Facility (2,000ft2)– Potting area with soils handling room (1,900ft2)– 33 Conviron chambers and 18 Conviron rooms (3,000ft2)– 36 Greenhouses (44,000ft2)– Bioinformatics Core: 800+ processors, 3 TB memory, and a

single, high-performance 204 TB storage area network– Other Cores: Proteomics, Mass Spectrometry, Integrated Microscopy, X-Ray Crystallography– High-throughput robotics assay platforms– High-throughput plant phenotyping system

Page 12: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Iterative Lead Identification and Optimization

___ Lead________Transcriptomics

Association mappingGenomic selection

PhysiologyModeling

Mode of Action__Reverse geneticsOver-expression

Cell biology

Optimization__Expression profile

Protein modificationLocalization

PSKbase™

Setaria viridis as modelfor C4 crops,

rice and Brachypodiumfor C3 crops

PSKbase™ is BHB’s central vehicle for integrating and interpreting data, and a

tool for rapid curation, prioritization, and

selection of promising trait candidates

Page 13: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Pipeline Summary

PSKbase™: Various datasets(proprietary and publicly available)

Proprietary algorithm-based approaches

to integrate datasets

Target identification(PSKbase™ prioritization)

Lead prioritization:validation assays and in planta validation

Crop plant validation

Yield field trials

Trait Candidates Genes

>800

321 38

140 12

Licensed Genes

Page 14: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Discovery: PSKbaseTM and Computational Biology Platform

PSKbase™: Various datasets(proprietary and publicly available)

Proprietary algorithm-based approaches

to integrate datasets

Target identification(PSKbase™ prioritization)

Lead prioritization:validation assays and in planta validation

Crop plant validation

Yield field trials

Trait Candidates Genes

>800

321 38

140 12

Licensed Genes

Page 15: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Leaf development

Setaria

Section A Section B Section C

Mesophyll Bundle sheath

Example 1: C4 Bundle-Sheath and Mesophyll Cell Photosynthesis Gene Networks

Illumina RNA-seq, 3 reps for each cell population

Page 16: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Example 2: Wheat Leaf CO2-responsive Gene Expression Atlas

Low [CO2]

Ambient[CO2]

High [CO2]

baseline developmental and metabolic

gene expression

[CO2] – responsive functional gene candidates

Page 17: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Example 2: Photosynthesis Target Identification from Gene Networks

Gene Network

Photosynthetic Subnetwork

336 genesand

93 TFs

Samples from Wheat

Automated Proprietary Analytics Pipeline

Page 18: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Example 2: Network Plasticity Analysis Identifies Candidate Genes

[CO2]

89 wheat loci that had significant plastic gene network interactions with core photosynthesis genes

Gene X

Gene Y

Gene Z Gene A

Gene B

Our approach identifies both specific candidates and their regulatory partners that are responsive to atmospheric conditions.

Page 19: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Environmental Conditions and Photosynthesis are Linked

• Example project: used for cross-referencing with photosynthesis network analyses: 4,128 genes – cold, salt, drought, and heat-responsive

• Stress-associated regulons identifyco-expressed genes implicated inabiotic stress responsesand primary metabolism

Brown – DroughtBlack – SaltRed – HeatBlue – ColdPurple and Green – multiple interactions

Page 20: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

In planta Validation of Leads

PSKbase™: Various datasets(proprietary and publicly available)

Proprietary algorithm-based approaches

to integrate datasets

Target identification(PSKbase™ prioritization)

Lead prioritization:validation assays and in planta validation

Crop plant validation

Yield field trials

Trait Candidates Genes

>800

321 38

140 12

Licensed Genes

Page 21: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

C4-Specific Transcription Factors identified by PSKbase™

Project Objectives: Demonstrate improvements in photosynthesis, plant growth, and yield by overexpression of photosynthesis-associated transcription factors identified through developmental transcriptomics and bioinformatic analyses.

Background/Rationale:• Benson Hill Biosystem’s PSKbase™ is a

proprietary tools used for identifying and prioritizing trait candidates.

• Using PSKbase™, 8 uncharacterized maize transcription factors were identified for testing in a C3 system – Brachypodium distachyon.

• To provide for diversity of expression profiles, 4 promoters were selected and combined with each of the 8 TFs, for a total of 32 constructs.

Page 22: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

C4-Specific Transcription Factors: High Hit Rate in Model Plants

In T1 Brachypodium plants, 5 of the 8 selected Transcription factors have phenotypes with significant increases in biomass

In each graphic: left plants are wild-type (non-transgenic) Brachypodium distachyon, and right plants are T1 Brachypodium

distachyon plants containing BHB candidate

Page 23: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

BH15 Enhances Carbon Availability in C3 and C4 Plants

• Significantly improved photosynthetic efficiency, WUE, and yield in soybean, tobacco, and Arabidopsis

• Soybean greenhouse and field yieldincreases of >15% and >7%, respectively

• Optimizing by:– Co-expressing with genes encoding

rate-limiting steps of photosynthesis– Employing spatial- and temporal-

specific expression profile

• Advancing into maize and rice• First constructs in maize being tested

in hybrids in 2015 field season

Multi-year soybean data

Page 24: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

BH30 Increases Water Availability and Photosynthesis

• Over-expression of BH30 results in increased hydraulic conductivity and plant growth in Arabidopsis and poplar, particularly under heat conditions

• Quantification of vessel size shows ~33% increase in vessel mean diameter

Page 25: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

BH33 is a Well Characterized Sink Strength Lead

• Naturally-occurring, well characterized enzyme in maize grain, mutated for improved thermal stability and enzyme kinetics

• Previous mutated versions have shown promise in field trials of multiple crops• Iterative mutation has resulted in BH33, which has improved characteristics relative to

enzymes previously expressed in plants

• Maize field testing in 2014 showed up to 24% increase in ear weight relative to control (null segregants with otherwise identical genetic background)

• Inbred data in greenhouse also show positive results• Hybrid seed production completed and field trials in 2015 season ongoing

• Coupling with numerous other source-focused trait candidates• Testing initiated in multiple other crops

Page 26: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

BH71: Increased Seed Yield and Nitrogen Utilization for C4 Crops

Low N High N0.00

0.20

0.40

0.60

0.80

1.00

1.20 Dry Weight

WTNull SegregantHomozygote

Dry

Wei

ght (

g)

Low N High N0.0

200.0

400.0

600.0

800.0

1000.0 Total Seed Weight

WTNull SegregantHomozygote

Tota

l See

d W

eigh

t (m

g)

>130%increase >400%

increase

• Significant increase of biomass and seed yield, in particular under N-limiting conditions;• Strong Lead for sugarcane, corn and sorghum;

Page 27: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

CORNSOYBEANSCOTTONCANOLAPOTATO

SUGARCANEWHEAT

RICEALFALFA

OIL PALMTOBACCO

Computational and systems-biology

Setaria (C4),Brachypodium & rice (C3)

model plant platforms

Genetic “toolbox” for manipulating primary

metabolismPhotosynthesis

know-how and focus

PLATFORM

SORGHUMENERGY GRASSES

POPLAREUCALYPTUSOTHER TREES

TOMATOYAMS

SWEET POTATOESSUGAR BEET

CASSAVAMILLET

OTHER VEGETABLESALGAE

Product Opportunities

Improving Photosynthesis is Broadly Applicable & Enables Many Product Opportunities

Page 28: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Path to Commercialization – “Go to Partner”

• Seed market is consolidated,with high barriers to entry– Elite germplasm, i.e. plant genetics

• Biotech trait discovery and development is entry point for participating in the most valuable and high-growth segment

• To monetize traits, seed are used as value capture mechanism– Premium pricing for seed containing biotech trait(s)– Value sharing via royalties, which can be pre-calculated (flat rate) or based on percentage of

trait value retained by seed company

• Benson Hill Biosystems is partnering on a crop-by-crop basis– Non-exclusive deal structures in corn and soybean– Exclusive and alternative deal structures in other crops

REQUIRES PARTNERSHIPS

Page 29: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

Thank You

Page 30: Increased Crop Yield Through Improved Photosynthesis 4 th International Conference on Agriculture and Horticulture Beijing, July 14, 2015 Andy Renz, Vice

• Prerequisite: most BHB lead genes are derived from crops• Validate targets identified through PSKbase™• Platform agnostic: CRISPR/Cas, TALEN, Meganucleases• Precise introduction of foreign genes• Modification of target gene expression• Replacement of genes by improved versions• Uniform expression levels (only few events required)• Modification of native genes through small insertions

– Regulatory motifs to modify gene expression– Specific base pair changes to modify activity/specificity of native enzymes

• Potential Non-GMO approach– Of particular relevance for wheat, rice, etc.

• USDA confirms BHB’s approach as non-regulated, i.e. non-GM products

Non-GM Product Concept: Genome Editing Technology