wiggans, 2014asas-adsa-csas joint annual meeting (1) g.r. wiggans* 1, t.a. cooper 1, p.m. vanraden...

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Wiggans, 2014 ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1 , T.A. Cooper 1 , P.M. VanRaden 1 , D.J. Null 1 , J.L. Hutchison 1 , O.M. Meland 2 , M.E. Tooker 1 , and H.D. Norman 2 1 Animal Genomics and Improvement Laboratory, Agricultural Research Service, USDA, Beltsville, MD 20705-2350 2 Council on Dairy Cattle Breeding, Reynoldsburg, OH 43068 *[email protected] Calculation and delivery of US genomic evaluations for dairy cattle Abstr. 152

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Page 1: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1)

G.R. Wiggans*1, T.A. Cooper1, P.M. VanRaden1, D.J. Null1, J.L. Hutchison1, O.M. Meland2, M.E. Tooker1, and H.D. Norman2

1Animal Genomics and Improvement Laboratory, Agricultural Research Service, USDA, Beltsville, MD 20705-23502Council on Dairy Cattle Breeding, Reynoldsburg, OH 43068

*[email protected]

Calculation and delivery of US genomic evaluations for dairy cattle

Abstr. 152

Page 2: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (2)

New laboratory

Animal Improvement Programs Laboratory (AIPL) and Bovine Functional Genomics Laboratory (BFGL) were merged to form Animal Genomics and Improvement Laboratory (AGIL)

Animal Improvement Program (AIP) is one of 4 AGIL projects and continues in the same location with the same staff and some increase in funding

Dr. Erin Connor is AGIL Research Leader

Page 3: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (3)

AGIL sequencing collaborators

George Liu Steve Schroeder Tad Sonstegard Curt Van Tassell

Page 4: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (4)

Collaboration with industry

Council on Dairy Cattle Breeding (CDCB) responsible for receiving data and for computing and delivering US genetic evaluations for dairy cattle

AIP responsible for research and development to improve the evaluation system

CDCB and AIP employees co-located in Beltsville

Dr. João Dürr is CDCB CEO

Page 5: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (5)

Council on Dairy Cattle Breeding

3 board members from each organization Total of 12 voting members 2 nonvoting industry members

CDCB

PDCA NAAB DRPC DHIPurebred Dairy

Cattle AssociationNational Association of Animal Breeders

Dairy RecordsProcessing Centers

Dairy HerdInformation

Page 6: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (6)

Funding

CDCB evaluation calculation and dissemination funded by fee system Based on animals genotyped 87% of revenue from bulls Higher fees for herds that

contribute less information

AIP research and development funded by U.S. Federal Government

$

Page 7: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (7)

Accomplishments (last 12 mo)

Introduction of imputed indicators for inherited defects of dairy cattle

Introduction of genomic evaluations for Ayrshires

Discovery of additional haplotypes that affect fertility

Improved accuracy of genomic evaluations by an increase to 60,671 DNA markers

Improved weighting of cow evaluations

Multitrait traditional evaluations for heifer and cow conception rates

Page 8: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (8)

Gene tests (imputed and actual)

Bovine leucocyte adhesion deficiency (BLAD)

Complex vertebral malformation (CVM)

Deficiency of uridine monophosphate synthase (DUMPS)

Syndactyly (mulefoot)

Weaver Syndrome, spinal dismyelination (SDM), spinal muscular atrophy (SMA)

Red coat color

Polledness

Page 9: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (9)

New fertility haplotype for Jerseys (JH2)

Chromosome 26 at 8.8–9.4 Mbp

Carrier frequency 14–28% in decades before 1990 Only 2.6% now

Estimated effect on conception rate of –4.0% ± 1.5%

Additional sequencing needed to find causative genetic variant

Page 10: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (10)

Research projects

Discovery of causative genetic variants

Accounting for genomic pre-selection

Net merit update

Grazing index

Genomic mating program

Contribution of predictor population subsets

Preliminary evaluations when genotypes loaded

Page 11: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (11)

Genotypes received since July 2013

Breed Female MaleAll

animals%

femaleAyrshire 1,359 229 1,588 86Brown Swiss* 892 6,253 7,145 12Holstein 172,956 31,657 204,613 85Jersey** 26,434 4,804 31,238 85All 201,641 42,943 244,584 82

*Includes >5,000 bulls added from Interbull in June 2014**Includes 1,068 Danish bulls added in November 2013

Page 12: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (12)

Growth in bull predictor population

Breed May 2014 12-mo gainAyrshire 678 30Brown Swiss 5,862 366Holstein 25,276 2,361Jersey 4,262 1,391

Page 13: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (13)

Reliability gains

Reliability (%) AyrshireBrown Swiss Jersey Holstein

Genomic 37 54 61 70Parent average 28 30 30 30Gain 9 24 31 40

Reference bulls 680 5,767 4,207 24,547Animals genotyped 1,788 9,016 59,923 469,960Exchange partners Canada Canada,

InterbullCanada,

Denmark Canada, Italy, UK

SOURCE: VanRaden, Advancing Dairy Cattle Genetics: Genomics and Beyond presentation, Feb. 2014

Page 14: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (14)

2007 2008 2009 2010 2011 2012 20130

20

40

60

80

100

120

140SireDam

Bull birth year

Pare

nt a

ge (m

o)Parent ages for marketed Holstein bulls

Page 15: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (15)

Genetic merit of marketed Holstein bulls

00 01 02 03 04 05 06 07 08 09 10 11 12 13 14-100

0

100

200

300

400

500

600

700

800

Year entered AI

Aver

age

net m

erit

($)

Average gain:$19.77/year

Average gain:$52.00/year

Average gain:$85.60/year

Page 16: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (16)

Conclusions

Genomic evaluation has dramatically changed dairy cattle breeding

Rate of gain has increased primarily because of large reduction in generation interval

Genomic research is ongoing Detect causative genetic variants Find more haplotypes that affect fertility Improve accuracy

Page 17: Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (1) G.R. Wiggans* 1, T.A. Cooper 1, P.M. VanRaden 1, D.J. Null 1, J.L. Hutchison 1, O.M. Meland 2, M.E

Wiggans, 2014ASAS-ADSA-CSAS Joint Annual Meeting (17)

Questions?

Holstein and Jersey crossbreds graze on American Farm Land Trust’sCove Mountain Farm in south-central PennsylvaniaSource: ARS Image Gallery, image #K8587-14; photo by Bob Nichols

AIP web site:http://aipl.arsusda.gov