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Barley – Molecular Breeding IAMZ 2015 Patrick Hayes Dept. Crop and Soil Science Oregon State University Corvallis, Oregon USA www.barleyworld.org
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Class Outline 1.General considerations for molecular breeding 2.Selection tools and molecular breeding 3.Barley traits and targets for molecular breeding 4.The framework for climate change – a molecular breeding strategy 5.Putting it together – a collaborative exercise in breeding program design
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Where to start? DNA RNA Protein Metabolite Phenotype Epigenetics General considerations
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Don’t forget the all-important environment “natural” and “human-made” And the even more important: Genotype x Environment interaction General considerations
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Technology and targets DNA RNA Protein Metabolite Phenotype Epigenetics General considerations
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Starting at the beginning DNA The barley genome sequence and the Plant Breeder General considerations
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Ending at the end Phenotype Breeding goals and the Plant Breeder General considerations
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“When to rely on genotype to predict phenotype?” General considerations
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“When to rely on genotype to predict phenotype?” Needs Resources General considerations
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Needs Molecular breeding: 1- 2 % per year gain from phenotypic selection: is it enough? Choosing between a new and better way vs. grabbing the latest fashion. A problem demanding new technology vs. technology in search of a problem? General considerations
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Resources Knowledge Is knowing the genetic basis sufficient? Data access Time “Throughput” Money 50 vs. 2,000 50 vs. 50 50 vs. 10 General considerations
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“Ready to take the molecular breeding plunge?” 1.Necessary outcomes 2.Tools 3.Traits 4.Resource allocation General considerations
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“Ready to take the molecular breeding plunge?” Outcomes Public vs. private sector Fundamental knowledge vs. varieties Tools Traits Resource allocation General considerations
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“Ready to take the molecular breeding plunge?” Tools Marker assisted selection Genomic selection Transgenics/Cisgenics Genome editing Traits Resource allocation General considerations
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“Ready to take the molecular breeding plunge?” Traits Prior knowledge: genes/QTLs/GxE/germplasm Heritability Cost/ease/accuracy of phenotyping Resource allocation General considerations
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“Ready to take the molecular breeding plunge?” Resource allocation Time: Design, Implementation, Data Management, Application, Validation $: Low per unit costs BUT scale dependent General considerations
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Molecular breeding - selection tools 1.Phenotypic (yes, it is an essential component!) 2.Genotypic (marker assisted selection) 3.Genomic (genomic selection) 4.Genic (trans/cis and editing) Selection tools
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Phenotypic All indirect selection requires direct validation The phenotype is what sells Heritability and its discontents You’ll always need to plant, grow, and harvest Cost Selection tools
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Genotypic Marker Assisted Selection Knowledge (vacuums) The more you want, the worse it gets: how many genes can your target? Validation and reasonable expectations: “germplasm specificity” Technology and obsolescence Cost Selection tools
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Genomic Genomic selection The simple beauty of a black box: from cows to barley Principle vs. practice: technology and algorithms Cost Selection tools
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Genic Trans, cis and editing Knowledge (vacuums) The limits of conservatism Intellectual property Cost Selection tools
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Barley traits 1.Spike type: 2-row, 6-row 2.Growth habit: Spring, winter, facultative 3.End use: Feed/Forage, Food, Malting 4.Disease resistance: Qualitative/Quantitative 5.Herbicide resistance Barley traits
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Spike type: 2-row, 6-row Single gene + 2-row dominant Many ways to achieve 6-row Fact and fiction/ Pride and prejudice A good target for molecular breeding? F1, F2, DH, pure lines….. Barley traits
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Growth habit: Spring, winter, facultative Key players: Vernalization (VRN) sensitivity, short day photoperiod (PPD) sensitivity Spring: No VRN, PPD can vary Winter: VRN, PPD can vary Facultative: No VRN, Short day PPD essential VRN – 3 genes + PPD (sd) – 1 gene + Good targets for molecular breeding? F1, F2, DH, pure lines….. Barley traits
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End use: Feed/Forage, Food, Malting Feed/Forage: most acreage worldwide Yield, high test weight Complex genetics Food: limited acreage worldwide: a prospect Naked seed, beta glucan, starch type Yield Simple to complex genetics Malt: Most $ value worldwide Balance of starch and protein Yield Complex genetics Good targets for molecular breeding? F1, F2, DH, pure lines….. Barley traits
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Disease resistance: Qualitative/Quantitative Bacterial, fungal, viral Insects, nematodes Durability One gene + …… complex inheritance Good targets for molecular breeding? F1, F2, DH, pure lines….. Barley traits
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The “genics” to come One gene + Good target for molecular breeding? F1, F2, DH, pure lines….. Barley traits
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The framework for climate change and collaboration: Performance Growth habit Value The framework for climate change
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Performance Yield Disease resistance Biotic stress resistance Abiotic stress resistance Winterhardiness/Water use efficiency Input residues The framework for climate change
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Facultative growth habit Plant anytime of year Low temperature tolerance – no cost under spring planting The framework for climate change
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Value Feed/forage - the specter of maize Food - the new horizon: 2-row/6-row Malt - meeting specifications: 2-row The framework for climate change
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Putting it together The job description The goals The tools The budget The plan Putting it together
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The job description Public sector Knowledge Instruction Varieties Putting it together
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The goals Meet or beat the check for agronomics Facultative Low temperature tolerant 2-row Malt or Food Putting it together
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The selection tools Phenotypic: $20 per plot Genotypic: $20 per haplotype; 384 minimum Genomic $20 per plant; 384 minimum Genic: $200 per positive transformant Putting it together
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The budget Your salary paid (generously) One technician paid (adequately) All equipment available (field, lab, analysis) Page charges, travel paid $300,000 per year for 5 years Putting it together
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The plan Small group breakout session Each group reports Questions for each group Conclusions Putting it together
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