Accuracy of genomic selection: Comparing theory and results

B J Hayes; H D Daetwyler; P Bowman; G Moser; Bruce Tier; Ronald Crump; M Khatkar; H W Raadsma; M E Goddard

Accuracy of genomic selection: Comparing theory and results

B J Hayes
, H D Daetwyler
, P Bowman
, G Moser
, Bruce Tier
, Ronald Crump
, M Khatkar
, H W Raadsma
, M E Goddard

Animal Genetics and Breeding Unit

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Deterministic predictions of the accuracy of genomic breeding values in selection candidates with no phenotypes have been derived based on the heritability of the trait, number of phenotyped and genotyped animals in the reference population where the marker effects are estimated, the effective population size and the length of the genome. We assessed the value of these deterministic predictions given the results that have been achieved in Holstein and Jersey dairy cattle. We conclude that the deterministic predictions are useful guide for establishing the size of the reference populations which must be assembled in order to predict genomic breeding values at a desired level of accuracy in selection candidates.

Original language	English
Title of host publication	Proceedings of the Association for the Advancement of Animal Breeding and Genetics
Editors	Alex Safari, Bill Pattie, Barrie Restall
Place of Publication	Armidale, Australia
Publisher	Association for the Advancement of Animal Breeding and Genetics (AAABG)
Pages	34-37
Volume	18
ISBN (Print)	9780646521039
Publication status	Published - 2009
Event	AAABG 2009: 18th Conference of the Association for the Advancement of Animal Breeding and Genetics - Barossa Valley, Australia Duration: 27 Sept 2009 → 2 Oct 2009

Conference

Conference	AAABG 2009: 18th Conference of the Association for the Advancement of Animal Breeding and Genetics
City	Barossa Valley, Australia
Period	27/09/09 → 2/10/09

Keywords

Genomics
Animal Breeding

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Hayes, B. J., Daetwyler, H. D., Bowman, P., Moser, G., Tier, B., Crump, R., Khatkar, M., Raadsma, H. W., & Goddard, M. E. (2009). Accuracy of genomic selection: Comparing theory and results. In A. Safari, B. Pattie, & B. Restall (Eds.), Proceedings of the Association for the Advancement of Animal Breeding and Genetics (Vol. 18, pp. 34-37). Association for the Advancement of Animal Breeding and Genetics (AAABG). https://hdl.handle.net/1959.11/5252

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title = "Accuracy of genomic selection: Comparing theory and results",

abstract = "Deterministic predictions of the accuracy of genomic breeding values in selection candidates with no phenotypes have been derived based on the heritability of the trait, number of phenotyped and genotyped animals in the reference population where the marker effects are estimated, the effective population size and the length of the genome. We assessed the value of these deterministic predictions given the results that have been achieved in Holstein and Jersey dairy cattle. We conclude that the deterministic predictions are useful guide for establishing the size of the reference populations which must be assembled in order to predict genomic breeding values at a desired level of accuracy in selection candidates.",

keywords = "Genomics, Animal Breeding",

author = "Hayes, \{B J\} and Daetwyler, \{H D\} and P Bowman and G Moser and Bruce Tier and Ronald Crump and M Khatkar and Raadsma, \{H W\} and Goddard, \{M E\}",

year = "2009",

language = "English",

isbn = "9780646521039",

volume = "18",

pages = "34--37",

editor = "Alex Safari and Bill Pattie and Barrie Restall",

booktitle = "Proceedings of the Association for the Advancement of Animal Breeding and Genetics",

publisher = "Association for the Advancement of Animal Breeding and Genetics (AAABG)",

note = "AAABG 2009: 18th Conference of the Association for the Advancement of Animal Breeding and Genetics ; Conference date: 27-09-2009 Through 02-10-2009",

}

Hayes, BJ, Daetwyler, HD, Bowman, P, Moser, G, Tier, B, Crump, R, Khatkar, M, Raadsma, HW & Goddard, ME 2009, Accuracy of genomic selection: Comparing theory and results. in A Safari, B Pattie & B Restall (eds), Proceedings of the Association for the Advancement of Animal Breeding and Genetics. vol. 18, Association for the Advancement of Animal Breeding and Genetics (AAABG), Armidale, Australia, pp. 34-37, AAABG 2009: 18th Conference of the Association for the Advancement of Animal Breeding and Genetics, Barossa Valley, Australia, 27/09/09. <https://hdl.handle.net/1959.11/5252>

Accuracy of genomic selection: Comparing theory and results. / Hayes, B J; Daetwyler, H D; Bowman, P et al.
Proceedings of the Association for the Advancement of Animal Breeding and Genetics. ed. / Alex Safari; Bill Pattie; Barrie Restall. Vol. 18 Armidale, Australia: Association for the Advancement of Animal Breeding and Genetics (AAABG), 2009. p. 34-37.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Hayes, B J

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AU - Bowman, P

AU - Moser, G

AU - Tier, Bruce

AU - Crump, Ronald

AU - Khatkar, M

AU - Raadsma, H W

AU - Goddard, M E

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AB - Deterministic predictions of the accuracy of genomic breeding values in selection candidates with no phenotypes have been derived based on the heritability of the trait, number of phenotyped and genotyped animals in the reference population where the marker effects are estimated, the effective population size and the length of the genome. We assessed the value of these deterministic predictions given the results that have been achieved in Holstein and Jersey dairy cattle. We conclude that the deterministic predictions are useful guide for establishing the size of the reference populations which must be assembled in order to predict genomic breeding values at a desired level of accuracy in selection candidates.

KW - Genomics

KW - Animal Breeding

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UR - http://trove.nla.gov.au/work/36420775

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SN - 9780646521039

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BT - Proceedings of the Association for the Advancement of Animal Breeding and Genetics

A2 - Safari, Alex

A2 - Pattie, Bill

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PB - Association for the Advancement of Animal Breeding and Genetics (AAABG)

CY - Armidale, Australia

Y2 - 27 September 2009 through 2 October 2009

ER -

Hayes BJ, Daetwyler HD, Bowman P, Moser G, Tier B, Crump R et al. Accuracy of genomic selection: Comparing theory and results. In Safari A, Pattie B, Restall B, editors, Proceedings of the Association for the Advancement of Animal Breeding and Genetics. Vol. 18. Armidale, Australia: Association for the Advancement of Animal Breeding and Genetics (AAABG). 2009. p. 34-37

Accuracy of genomic selection: Comparing theory and results

Abstract

Conference

Keywords

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