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G.R. Wiggans Animal Improvement Programs Laboratory Agricultural Research Service, USDA Beltsville, MD G.R. WiggansCouncil.

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Presentation on theme: "G.R. Wiggans Animal Improvement Programs Laboratory Agricultural Research Service, USDA Beltsville, MD G.R. WiggansCouncil."— Presentation transcript:

1 G.R. Wiggans Animal Improvement Programs Laboratory Agricultural Research Service, USDA Beltsville, MD george.wiggans@ars.usda.gov G.R. WiggansCouncil meeting April 2010 (1) Improved reliability of genomic evaluations

2 G.R. Wiggans Council meeting April 2010 (2) What is reliability l Squared correlation of PTA with true breeding value l Increases with amount of relevant information l Initially derived from the inverse of coefficient matrix l Approximation needed as number of genotyped animals got large

3 G.R. Wiggans Council meeting April 2010 (3) Change implemented in April l Initial approximation assumed all animals received the same amount of information from genomics l Genomic relationship of each animal with the predictor animals routinely calculated l These relationships weighted by reliability and summed now are basis for calculating contribution of genomics to Reliability

4 G.R. Wiggans Council meeting April 2010 (4) Reliability for young HO Bulls 0 500 1000 1500 2000 2500 3000 3500 4000 52535455565758596061626364656667686970717273747576777879 Milk REL Number of Bulls N = 15,226

5 G.R. Wiggans Council meeting April 2010 (5) Reliabilities for HO born ≥ 2005 No Traditional EvaluationWith Traditional Evaluation TraitMaleFemaleMaleFemale N1522675367523191 Milk (lb)73.973.785.877.9 Protein (lb)73.973.785.877.8 PL (mo)64.063.670.167.0 SCS69.769.578.173.0 DPR (%)61.661.266.564.6 PTAT70.470.178.374.5 Sire CE64.961.780.863.5 Daughter CE60.259.069.561.8 Sire SB59.858.766.259.6 Daughter SB58.357.664.959.6 Net Merit ($)68.668.377.872.0

6 G.R. Wiggans Council meeting April 2010 (6) Bulls First Traditional Eval. Jan., 2010 Genomic AugustJanuary TraitNPTARELPTARELDiff PTA Milk70353376.347583.4-58 Protein70317.676.317.083.6-0.6 PTAT4711.070.41.077.50.0 Traditional AugustJanuary TraitNPARELPTARELDiff PTA Milk70365742.047874.9-179 Protein70322.142.017.074.9-5.1 PTAT4711.040.90.965.1-0.1

7 G.R. Wiggans Council meeting April 2010 (7) Cows First Traditional Eval. Jan., 2010 Genomic AugustJanuary TraitNPTARELPTARELDiff PTA Milk59477274.484575.473 Protein57025.574.429.475.13.9 PTAT2941.769.41.871.60.1 Traditional AugustJanuary TraitNPARELPTARELDiff PTA Milk59477435.694351.1167 Protein57026.235.232.949.86.7 PTAT2941.636.81.748.90.1

8 G.R. Wiggans Council meeting April 2010 (8) Adapting to more genotypes l Calculating Genomic Matrix may be too time consuming with many 3K genotypes l May sum the allele content of predictor population l Reliability then based on sum of reliabilities of trad PTA and fraction of alleles in common with predictor population

9 G.R. Wiggans Council meeting April 2010 (9) Conclusions l Contribution of genomics to reliability calculated individually l Based on relationship to predictor population and their Rel of Trad PTA l Mode Rel is 74-75 for bulls without a trad evaluation


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