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© 2013 Illumina, Inc. All rights reserved. Illumina, IlluminaDx, BaseSpace, BeadArray, BeadXpress, cBot, CSPro, DASL, DesignStudio, Eco, GAIIx, Genetic Energy, Genome Analyzer, GenomeStudio, GoldenGate, HiScan, HiSeq, Infinium, iSelect, MiSeq, Nextera, NuPCR, SeqMonitor, Solexa, TruSeq, TruSight, VeraCode, the pumpkin orange color, and the Genetic Energy streaming bases design are trademarks or registered trademarks of Illumina, Inc. All other brands and names contained herein are the property of their respective owners. Breeding To Plan Using Marker Technology Michael Thompson, Ph.D. May, 2014

Breeding To Plan Using Marker Technology · 2019. 3. 22. · Drought-resistant corn developed in RTP shows promise Cyrulik, who grows corn and beans on his nearly 5,000-acre farm

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  • © 2013 Illumina, Inc. All rights reserved.

    Illumina, IlluminaDx, BaseSpace, BeadArray, BeadXpress, cBot, CSPro, DASL, DesignStudio, Eco, GAIIx, Genetic Energy, Genome Analyzer, GenomeStudio, GoldenGate, HiScan, HiSeq, Infinium,

    iSelect, MiSeq, Nextera, NuPCR, SeqMonitor, Solexa, TruSeq, TruSight, VeraCode, the pumpkin orange color, and the Genetic Energy streaming bases design are trademarks or registered trademarks

    of Illumina, Inc. All other brands and names contained herein are the property of their respective owners.

    Breeding To Plan Using Marker

    TechnologyMichael Thompson, Ph.D.

    May, 2014

  • 2

    Focus Areas For Today’s Presentation

    Genomic

    Selection

    [ GS ]

    The Vision & Mission

    Tools

    Impact

  • 3

    Information Is PowerWinning the genetic lottery – Luck or Skill?

    Luck

    Genomics

    Information

  • 4

    Genomics: A Powerful Tool In The Tool BoxAdvancing our understanding & harnessing of complex traits

  • 5

    Tools Are Driving Paradigm ChangeGenomics enables understanding and harnessing of complex traits

    Timeline

    Paradigm DiscoveryAssisted

    Discovery

    Predictive

    Discovery

    Predictive

    Breeding

  • 6

    Unlocking the power of the genome to

    Improve human health through agriculture

    Our VisionInnovating for the Future of Human Health

  • 7

    Our ProductsComplete Solutions for Unlocking the Power of the Genome

    Apps

    Complete Workflows for Genetic Analysis Applications

    Consumables InstrumentsSoftware &

    Informatics

  • 8

    ARRAYSBeadArray, Infinium, GoldenGate, DASL

    SEQUENCINGSequencing by Synthesis (SBS) Powered by TruSeq Chemistry

    Our PlatformsAdvancing the Understanding of Genetics

    POPULATIONPOWER

    $1,000 human genome and extreme

    throughput for population-scale

    sequencing

    PRODUCTIONPOWER

    Power and efficiency for large-

    scale genomics

    FLEXIBLEPOWER

    Speed and simplicity for whole-

    genome, exome, and transcriptome

    sequencing

    FOCUSED DxPOWER

    The first and only FDA-cleared in vitro diagnostic next-generation

    sequencing

    FOCUSEDPOWER

    Speed and simplicity for

    targeted and small-genome

    sequencing

    FROM GENOME-WIDE DISCOVERY TO TARGETING VALIDATION AND SCREENING

    POWERFUL ARRAY

    SCANNER

    Optimized for high-density HumanOmniBeadChips

    * The HiSeq X™ Ten is a set of ten sequencers.

    CUTTING-EDGE ARRAY

    SCANNER

    Process up to 96

    multi-sample BeadChips

    per day

    HiSeq® 2500HiSeq X™ Ten* NextSeq™ 500 MiSeqDx™ MiSeq® HiScan® iScan

  • 9

    Species Identification Classification Provider Consortium # SNPs

    Potato Potato Public Illumina SolCAP 8,303

    Tomato Tomato Public Illumina SolCAP 7,720

    Apple Apple Public Illumina RosBREED 8,788

    Peach Peach Public Illumina RosBREED 8,144

    Cherry Cherry Public Illumina RosBREED 5,696

    Maize MaizeSNP50 Commercial Illumina Commercial 56,110

    Chicken Chicken Private: Public Sale Illumina Cobb Vantress-Hendrix-USDA 57,636

    Cat Feline Private: Public Sale Illumina Morris Animal Foundation 62,897

    Horse Equine Private: Public Sale Illumina Neogen(GeneSeek) 65,157

    Sheep Ovine Private: Public Sale Illumina AgResearch 5,409

    Cattle BovineHD Commercial Illumina Various 777,962

    Cattle BovineSNP50v2 Commercial Illumina Various 54,609

    Sheep OvineSNP50 Commercial Illumina Various 52,241

    Cattle BovineLD Commercial Illumina Various 6,909

    Pig PorcineSNP60 Commercial Illumina Various 62,163

    Dog CanineHD Commercial Illumina Various 173,662

    Wheat Wheat 9k Public Illumina Australia/USWheat Consortium 8,632

    Brassica Brassica 50k Public Illumina Intl Brassica SNP Consortium In manufacturing

    Pu

    blic

    Co

    ns

    ort

    ia-D

    eve

    lop

    ed

    Ag

    ric

    ult

    ure

    Arr

    ays

  • 10

    Variant

    Discovery

    Genomic

    Selection

    Marker

    Assisted

    Selection

    [ MAS ]

    Marker

    Assisted

    Backcrossing

    QTL

    Mapping

    GMO

    Testing

    Genetic

    Purity

    Transformation

    & Event Purity

    Parentage

    Verification

    Plants

    Both

    Animals

    Fingerprinting

    KEY

    Genetic

    Merit

    Genotyping

    Technology

    Discover. Develop. Deploy.Access to multiple applications

    Pathogen

    Detection

  • 11

    Genomics: Accelerating The Rate Of Genetic Progress

    (Falconer, 1989)

    Selection Intensity(population size and proportion selected)

    Accuracy(reference population size)

    Genetic Variation(within population)

    Generation IntervalShorter

    generation

    interval

    Larger

    reference

    populations

    Larger

    breeding

    populations

    More robust

    quantification

    of variationGi r σA

    =L

  • 12

    Genomics-Based Breeding – An Example From

    Syngenta

    Breeding for improved yield stability through drought

    protection

  • 13

    Drought tolerance is one of the most challenging areas of research in agriculture, says

    Monsanto drought and water utilization lead Mark Edge. In recent years, technologies that

    allow more rapid screening for promising raw genetic material have

    helped advance both traditional breeding and genetic modification

    programs in this area

    http://www.technologyreview.com/news/429100/drought-

    puts-modified-corn-seed-to-the-test/

  • 14

    No Drought Of Headlines (2012)

  • 15

  • 16

    Nature 469, 144 (2011) | doi:10.1038/469144a

    News

    Drought-tolerant maize gets US debut

    Seed companies race to tap multibillion-dollar market.

    Jeff Tollefson

    When the planting season arrives later this year, farmers in the United States

    will have a new way to safeguard their crops from drought. Last week, DuPont

    subsidiary Pioneer Hi-Bred International, headquartered in Johnston, Iowa,

    announced plans to release a series of hybrid maize (corn) strains that can

    flourish with less water. The seeds will compete with another maize strain

    unveiled last July by Swiss agribusiness Syngenta. Both companies

    used conventional breeding rather than genetic

    engineering to produce their seeds.Pioneer says that field studies show its new hybrids will increase maize yields

    by 5% in water-limited environments, such as the western states of the

    intensively agricultural Corn Belt region. That compares with the 15% yield

    gain promised by Syngenta for its maize. Both companies, as well as seed

    firm Monsanto, based in St Louis, Missouri, are also working on transgenic

    maize varieties, hoping to tap into a multibillion-dollar market (see Nature 466,

    548–551; 2010).

    http://www.nature.com/news/author/Jeff+Tollefson/index.htmlhttp://www.nature.com/uidfinder/10.1038/466548a

  • 17

    Breeding Goal

    Higher Yield Potential through drought tolerance– Sub-optimal water

    – Optimal water

    – Variable water

  • 18

    All-In Candidate Gene ApproachGenomics for hypothesis-based lead selection

    Sequence lines to characterize extensive germplasm diversity & ID

    variants

    Scan genome to identify trait-associated genomic regions

    ID & rank candidate genes

    – Known (previously characterized) biological function

    – Positional candidate: Located in LD with QTL-identified chromosomal

    segment

    – Comparative structural & functional genomics

    Test candidate genes in as many combinations as resources allow

    Picture courtesy of Joe Clarke, Syngenta

  • 19

    Syngenta Has Confidence In It’s Drought-Tolerant

    Hybrids

    Confidence in drought-tolerant corn performance

    Rich Keller, Editor, Ag Professional | August 6, 2012

    Syngenta has confidence in its drought-tolerant hybrids with

    Agrisure Artesian technology outperforming standard hybrids and

    other drought-tolerant hybrids on the market, according to Wayne

    Fithian, Syngenta technical product lead for Agrisure Artesian

    technology.

  • 20

    PUBLISHED SAT, SEP 08, 2012

    Drought-resistant corn developed in RTP shows

    promise

    Cyrulik, who grows corn and beans on his nearly 5,000-acre farm about 20 miles south of

    Bloomington, Ill., wasn’t anticipating abnormally dry weather. He just wanted to see how

    Syngenta’s new Agrisure Artesian corn would stack up in a typical year. That plan was

    thwarted by the record-setting drought that has plagued the Midwest this summer.

    But the parched conditions didn’t ruin the 220 acres that Cyrulik planted with Agrisure

    Artesian. Although it won’t be harvested until later this month, he estimates Agrisure

    Artesian will end up producing between 30 and 50 bushels more per

    acre than the other hybrid corn he planted.

    Read more here: http://www.newsobserver.com/2012/09/08/2326723/drought-resistant-

    corn-developed.html#storylink=cpy

  • 21

    Record drought puts Agrisure Artesian corn technology

    from Syngenta to the test – trials show yield advantage of

    16.8%12.04.12

    Drought-resistant hybrid corn seed outperforms trial averages by 16.8%, or an additional 10.9 bushels/acre, in severe and extreme drought conditions, as observed in

    1,100 field trials in 2012

    Increases crop yields during water-stressed growing conditions all season long

    Effective risk management tool that helps growers stabilize yield and grow more corn

    Minnetonka, Minn., U.S.A. - Syngenta announced today that results from extensive field

    trials during 2012 confirmed that under severe and extreme drought conditions, hybrids with

    Agrisure ArtesianTM technology produced 16.8% higher yields compared to the plot average.

    The trial database included competitor hybrids with and without drought tolerance technology.

    In a widespread drought like the one experienced in the 2012 season, one quarter of the corn

    crop could have conceivably been affected by at least severe and extreme level drought. A

    16.8% yield increase on these acres would translate to enough corn to fill a train of railcars

    more than 1,315 miles long, or long enough to span the entire Corn Belt – from Ohio to

    Colorado.

    http://www.syngenta.com/

  • 22

    Agrisure Artesian™: strong performance in

    drought conditions

    PR NewswirePress Release: Syngenta – Tue, Dec 4, 2012 1:00 AM EST

    BASEL, Switzerland, Dec. 4, 2012 /PRNewswire/ -- Syngenta announced

    today that results from expanded US field trials in 2012 have confirmed that

    corn hybrids with the Agrisure Artesian™ native trait outperform comparable

    hybrids. An average yield advantage of around 17 percent was observed

    across severe and extreme drought conditions.

    In areas of severe drought stress, Agrisure Artesian hybrids increased yields

    by 12 percent. The yield gain in extreme drought

    conditions reached 48 percent.

  • 23

    Agrisure Artesian™ Technology – Performance Summary1

    Classification: Public

    1 Data is based on 2010-13 Syngenta on-farm strip trials

    Slide courtesy of Syngenta

  • 24

    Gene Modes of Action:

    Improve water and nutrient

    uptake

    Maintain normal growth

    and development longer

    into the stress event

    Control how resources are

    allocated in the plant

    Optimize health of

    developing shoot and floral

    tissues

    Agrisure Artesian Increases Yield Under Stress

    159 bu/A

    56.3 Test Weight130 bu/A

    56.0 Test Weight

    Seward, NE Dryland Hybrid Advancement Trial, September 14, 2010

    Isoline hybrid without

    Artesian trait

    Classification: Public Slide courtesy of Syngenta

  • 25

    Genomic SelectionRepeated cycles of recombining & selecting favorable alleles using genome-wide markers in linkage disequilibrium with every QTL

    Genomic

    Selection

    [ GS ]

    Achieve more genetic gain faster with genomic selection

    Field performance

    Selection

    RecombinationBREEDER

    Sample

    Extract DNA

    Marker analysis

    Data analysis

    GENOTYPING

    LAB

    MODEL

    Reference

    population

    Phenotype

    Genotype

  • 26

    Enabling an AgriGenomics Revolution

    http://www.technologyreview.com/news/429100/drought-

    puts-modified-corn-seed-to-the-test/