Technologies to drive maize yield improvement
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Technologies to drive maize yield improvement. Neal Gutterson
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Technologies to drive maize yield improvement
- 1. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved1 Technologies to drive maize yield improvement Neal Gutterson Chief Technology Officer 13th Asian Maize Conference and Expert Consultation on “Maize for Food, Feed, Nutrition and Environmental Security” Ludhiana, India October 8th-10th, 2018
- 2. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved Our Purpose: To enrich the lives of who produce and those who consume, ensuring progress for generations to come
- 3. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved Corteva AgriscienceTM by the Numbers people strong 22,000 countries 130+ crops 10+ active ingredients 65+ EMEA ~20% Asia Pacific ~10% North America ~50% Latin America ~20% seeds crop protection $14B in sales* * Excludes revenue associated with remedies
- 4. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 4 Providing Complete Solutions for farmers Offering farmers superior solutions, expanded choice and greater value Delivered through customer-centric sales channels Solving customer challenges with a broader product and service offering World-class unified R&D capabilities driving agricultural innovation, promising new technologies and a robust pipeline DIGITAL BREEDING DIGITAL SOLUTIONS BIOTECH SEED APPLIED & BIOLOGICAL TECHNOLOGY CROP PROTECTION AGRONOMIC SOLUTIONS TARGETED BREEDING Seed Crop Protection
- 5. Agriculture Division of DowDuPont™ Corteva AgriscienceTM R&D Footprint in APAC Plant Breeding Integrated Field Sciences Regulatory Sciences Trait Development Data Science and Informatics
- 6. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Research Operations Technology Deployment Rice Product Development Maize Product Development Millet Product Development Mustard Product Development Research Competencies in Corteva Plant Breeding in APAC Marker Technology Lab Double Haploids Production Lab Rice Grain quality lab Pathology lab Mechanization support Targeted Drought Research NRSP & Inbred Management Molecular Breeding Facilities and Operations Data Science and Informatics Precision Phenotyping Native Traits Introgression
- 7. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved 7 Advanced Phenotyping Systems Digital Solutions Genome Editing via CRISPR-Cas9 Germplasm insight, genomics Driving Maize improvement through new technologies
- 8. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Advanced Phenotyping Systems Examples: Plant height, disease • Advanced phenotyping deployed broadly in regions and crops • Enabled by data analytics, AI • Developed internally and through collaborations
- 9. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Specialized Phenotyping Managed Env. UAS Imaging Exp. Design Ear Photometry Disease Screens Standability Specialized & real time phenotyping Advanced engineering to scale phenotyping Advanced Phenotyping Frameworks Cross-functional teams of: - Plant Breeders - Computer scientists - Engineers - Data Scientists - Statisticians
- 10. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 10 Soy Maturity Time Greenness ** f(x) Foliar Disease UAS Remote Sensing Plant Height DJI Matrice 600DJI Phantom 4 Pro Early Stand & Vigor Field Variability Plant Count Scouting
- 11. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 11 Digital Solutions Example: Encirca Pro Imagery • Capitalizes on satellite imagery and data analytics • Monitors crop health down to a 5-meter resolution • Refreshes every 3-10 days, depending on cloud cover • Provides crop health alerts and directed scouting • Enables precise, real-time on-the-farm decisions
- 12. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Nebraska Nitrogen Stabilization Trial 2018 In-Season Evaluation • Comparison of plots with and without Instinct HLTM on same day • Real-time crop-health monitoring via satellite remote sensing, delivered via digital mobile platform. • Differences in plant health clearly evident (June 15, 2018)
- 13. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 13 Germplasm Insight, Genomics Example: Inbred reference genome quality • Latest sequencing technologies integrated to best-in- class reference genome capability • High quality reference genomes, haplotype pedigrees
- 14. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Key infrastructure: One Illumina Novaseq 6000, One Illumina HiSeq 4000, three Illumina HiSeq 2500, three NextSeq, and eight MiSeq sequencing instruments and supporting automation systems Corteva Genomics 2018 core infrastructure ONT MinIon & PromethIon Bionano Saphyr PacBio Sequel x 3 Illumina sequencing platform: Short-read technology (50-250bp) Single-molecule, Long-read technologies (10,000bp+)
- 15. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved Corteva advances in chromosome reconstruction 15 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 2016* 2017 2018300 200 100 0 Length(Mbp) 504 scaffolds 101 scaffolds 24 scaffolds CSB8V Data collection: 9 days Cost: $35,000 GR84Z Data collection: 21 days Cost: $55,000 ED85E Data collection: 180 days Cost: $142,000
- 16. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved P3511 P3592 P3388 P3552 30 industry leading products in INDIA in 15 years Kharif Professional Team Industry Yield & Market Leader Prediction Success Best Germplasm Strong Processes & Testing 2003 2004 2005 2007 2009 2010 2011 20132012 P3401 30V92 30B07 30R77 P3785 3501 P3396 P1864 P337730B11 P3540 P3502 P3441 P3400 P353331Y45 P3522 P3542P3546 P3550P3580 Rabi All Season 2014 2015 2016 2017 P1844 P3377 P3399 P3535 P3355 P1855 P1866 • More Food for Growing Population – • 9% yield increase from 2002-2015 • Pioneer has 22% market share with reliable brand image with farmer in Corn • More Farmer Income – • DuPont Pioneer corn hybrids generated more income per unit area • Market leading products in millet, mustard and rice The Impact
- 17. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 17 Germplasm, Traits & Seed Applied Technology Example: Gene Editing Including CRISPR-Cas Potential for: • higher yield on less land • less waste through reduced browning • Improved tolerance to pests and disease caused by climate warming • Ability to tackle citrus greening and other pathogens
- 18. Agriculture Division of DowDuPont™ Required Competencies for CRISPR-CasTargeted Breeding 18 Understanding Elite Genetics High quality DNA sequencing Informatics tools and infrastructure Advancing CRISPR-Cas Technology Tool with superior activity and targeting specificity Incorporating in-house & collaborators’ expertise Delivery into Elite Genetics Ability to directly introduce targeted improvements to already high-quality varieties
- 19. Agriculture Division of DowDuPont™ We have deep genomic understanding of germplasm 19
- 20. Agriculture Division of DowDuPont™ 18.7 15.4 9 29 45.5 34.2 20 0.6 4.8 6 2.6 Transformation frequency Percent 20 Germplasm-independent transformation
- 21. Agriculture Division of DowDuPont™ Transgenic trait development txn stage C stage D stage E stage F Year 13 1st commercial planting Year 1 Year 13Year 11Year 9Year 7Year 5Year 3 Year 5 1st commercial planting Next Generation Waxy corn edit test R4-R5 event characterization & selection advanced testing & regulatory submissions pre-launch Edited variety development can be very efficient TC1/2 R1-R5 testing Traditional plant breeding Year 8 1st commercial planting DH
- 22. Agriculture Division of DowDuPont™ Next Generation Waxy Corn 22 Waxy Corn • Non-functional wx1 • Candlewax-like appearance • Food / industrial >97% Amylopectin Starch • Functional wx1 • Translucent appearance • Feed / ethanol / food No. 2 Yellow Dent Corn 75% Amylopectin 25% Amylose Starch Pioneer’s first commercial product through targeted breeding Rationale: Familiar to market; identity preserved; technically simple; precedent-setting
- 23. Agriculture Division of DowDuPont™ Technical approach to waxy product development 23 100% conserved GuideRNAs from NGS allele models • Particle Gun >> whole gene deletion(s) • 4kb D – Reg Roadmap and Lead Product Concept • 6kb D – Alternative Product Concept • Recapitulate in ~1doz. elite inbreds (1yr !) • Quality variants for field testing / commercialization • Target: BC1F2 generation from CE > NRSP (F2016)
- 24. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 4kb deletion junction sequence alignment Molecular Advancement - NGS
- 25. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Next gen waxy performance Non-waxy Conv. waxy Next Gen waxy * indicates significance; p value <0.05 + indicates significance; p value <0.1 Yield advantage of Next Gen Waxy Vs TI-Waxy Plans: 2019 commercial pilot; 2020 commercial launch
- 26. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 26 Beyond waxy with targeted breeding through CRISPR Broadest CRISPR patent estate in the agriculture industry – leading the global dialogue Broad agricultural applications of CRISPR Near-term product to market Disease resistance Yield & Yield Stability Drought Tolerance Output Traits Maturity Corn Soybean Canola Rice Wheat Sunflower Next product in pipeline focused on oil quality First commercial agricultural product Waxy corn hybrids Addressing healthier oil demand – and processor needs for more stable oil High oleic – low linoleic soybean
- 27. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved Partnering: To enrich the lives of who produce and those who consume, ensuring progress for generations to come
- 28. Agriculture Division of DowDuPont™ Corteva AgriscienceTM - All rights reserved 28 Sparking New Solutions Through Open Innovation
- 29. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved Collaborating to assure broad technology adoption Sorghum and millet improvement with ICRISATCIMMYT & Corteva addressing MLN Cassava and sorghum improvement with Danforth Center
- 30. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved 30
- 31. Agriculture Division of DowDuPont™ Corteva AgrisciencesTM - All rights reserved Supporting graduate programs, research centers and meetings The Plant Sciences Symposia Series 2008-2018 Wageningen University University of Hohenheim AgroParisTech/Paris-Sud University of Edinburgh University of Minnesota University of Wisconsin Cornell University University of California Davis University of Nebraska Iowa State University Texas A&M University Purdue University University of Illinois University of California Berkeley University of Florida Colorado State University University of Georgia Washington State University University of Missouri University of Guelph CIMMYT American Society of Agronomy Sorghum ICNA University of Hawaii University of Manitoba The Ohio State University Clemson University North-West University University of Pretoria SAPB Symposium University of Queensland/TropAg Huazhong Ag University Northwest AAF University Shandong Ag University Sichuan Ag University Henan Ag University JAAS, Changchun CIAT Federal University of Viçosa Federal University of Lavras University of Sao Paolo Piracicaba Federal University of Brasilia Brazilian Plant Breeding Congress University of Norte Fulminense Embrapa Arroz e Feijao Punjab Agriculture University University of Bangalore PJT State Ag University IARI ICRISAT IRRI Since 2008: >128 events hosted by >50 institutions representing 13 countries on 6 continents; >20,000 participants
Editor's Notes
- To enrich the lives of those who produce and those who consume, ensuring progress for generations to come
- Our collective strength as the DowDuPont Agriculture division will be aligned around a common Purpose. This is: “To enrich the lives of those who produce and those who consume, ensuring progress for generations to come.” [PAUSE] Our Purpose is our overall reason for being. It’s the basic reason we do what we do – WHY we come to work every day. It will function as our north star - that will orient us as we grow our business and engage in the world over the long term. Our purpose is expansive – it distinguishes us from our competitors and commits us to mission which is ambitious and aspirational. [NEXT SLIDE]
- Together, these digital solutions and the digital expertise we are building across our business space help to support a broader transition toward our goal of shaping a more connected, sustainable agriculture industry. By partnering with customers and consumers, we are focused on engaging in the conversation around the continuously evolving nutritional needs and preferences that are driving innovation and change across the food value chain, while at the same time innovating with our customers and partnering with society to address the most pressing challenges facing our industry and those served by it. Here, we remain focused on responsible stewardship – integrating sustainability criteria early in the product development phase to lower the environmental impact of our product portfolio over time, while also leveraging the power of digital to enhance the stewardship of these existing and emerging portfolios.
- Facilitator Note:
- Improving throughput and accuracy of plant phenotyping is core to continued advances in breeding to ensure genetic gain to meet global food demand. Current manual phenotyping requires enormous investments in time, cost, and labor as quantitative values are required for thousands of genetic varieties across different environments presents a huge challenge in scalability. Low cost unmanned aerial systems (UAS) have a great potential for rapid and high-throughput phenotypic plant measurements. Coreva Agriscience has developed, validated and deployed a suite of high-throughput phenotyping solutions ranging from plant counting and early stand quality assessments, to quantitative assessments of soy maturity, plant height and foliar disease across 7 crop species. Moreover, we have developed and deployed field solutions for scouting and real-time assessment of crop establishment and field variability. These solutions are driven by on a large fleet of UAS, a dedicated cadre of hundreds of UAS pilots and image analysts and top level remote sensing, computer vision and full stack software engineering specialists within R&D.
- Talking points: (regulatory roadmap) Known gene and well studied Current market segment Products are identity-preserved Addressable product challenges 2-3 yr time lags compared to platform hybrids (tier 3 conversions) 3-5% yield penalty Source of waxy variation originated from non-elite corn variety
- Sequences near CR4 and CR8 are conserved in all 12 lines Sequences near CR10 are conserved in 9 lines, they are the same as in GR2HT Sequences near CR10 in HN8SY and EHM3 are the same, but slightly different from GR2HT and other 8 lines; Sequence near CR10 in ED85E has 1nt difference from the HN8SY and EHM3. Different nts are in orange font. Only the advanced variants’ junction sequences are presented here 6kb deletion junction sequences have few versions (6 in total).
- Talking points: Met or exceeded product delivery expectation Delivered equivalent amylopectin levels, i.e. functionality Delivered on overall product performance On-track for 2019 launch
- As we look to the future…. Industry-leading positions.
- Our collective strength as the DowDuPont Agriculture division will be aligned around a common Purpose. This is: “To enrich the lives of those who produce and those who consume, ensuring progress for generations to come.” [PAUSE] Our Purpose is our overall reason for being. It’s the basic reason we do what we do – WHY we come to work every day. It will function as our north star - that will orient us as we grow our business and engage in the world over the long term. Our purpose is expansive – it distinguishes us from our competitors and commits us to mission which is ambitious and aspirational. [NEXT SLIDE]