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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/