Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle

Detalhes bibliográficos
Autor(a) principal: Ferraz, J. B.S.
Data de Publicação: 2020
Outros Autores: Wu, X. L., Li, H., Xu, J., Ferretti, R., Simpson, B., Walker, J., Silva, L. R., Garcia, J. F. [UNESP], Tait, R. G., Bauck, S.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1071/AN19396
http://hdl.handle.net/11449/201040
Resumo: Context: Genomic selection has been of increasing interest in the genetic improvement of Zebu cattle, particularly for quantitative traits that are difficult or expensive to measure, such as carcass traits and meat tenderness. The success of genomic selection depends on several factors, and at its core is the availability of single-nucleotide polymorphism (SNP) chips that are appropriately designed for Bos indicus cattle. However, the currently available commercial bovine SNP chips are mostly designed for Bos taurus cattle. There are two commercial Bos indicus SNP chips; namely, GeneSeek genomic profiler high-density Bos indicus (GGP-HDi) SNP chip and a low-density (LD) Bos indicus SNP chip (Z chip), but these two Bos indicus SNP chips were built with mixed contents of SNPs for Bos indicus and Bos taurus cattle, due to limited availability of genotype data from Bos indicus cattle. Aims: To develop a new GGP indicus 35 000 SNP chip specifically for Bos indicus cattle, which has a low cost, but high accuracy of imputation to Illumina BovineHD chips. Methods: The design of the chip consisted of 34 000 optimally selected SNPs, plus 1000 SNPs pre-reserved for those on the Y chromosome, 'causative' mutations for a variety of economically relevant traits, genetic health conditions and International Society for Animal Genetics globally recognised parentage markers for those breeds of cattle. Key results: The present results showed that this new indicus LD SNP chip had considerably increased minor allele frequencies in indicus breeds than the previous Z-chip. It demonstrated with high imputation accuracy to HD SNP genotypes in five indicus breeds, and with considerable predictability on 14 growth and reproduction traits in Nellore cattle. Conclusions: This new indicus LD chip represented a successful effort to leverage existing knowledge and genotype resources towards the public release of a cost-effective LD SNP chip specifically for Bos indicus cattle, which is expected to replace the previous GGP indicus LD chip and to supplement the existing GGP-HDi 80 000 SNP chip. Implications: A new SNP chip specifically designed for Bos indicus, with high power of imputation to Illumina BovineHD technology and with excellent coverage of the whole genome, is now available on the market for Bos indicus cattle, and Bos indicus and Bos taurus crosses.
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spelling Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattlegenomic predictiongrowthimputation accuracyreproductionsingle-nucleotide polymorphism panelZebu cattleContext: Genomic selection has been of increasing interest in the genetic improvement of Zebu cattle, particularly for quantitative traits that are difficult or expensive to measure, such as carcass traits and meat tenderness. The success of genomic selection depends on several factors, and at its core is the availability of single-nucleotide polymorphism (SNP) chips that are appropriately designed for Bos indicus cattle. However, the currently available commercial bovine SNP chips are mostly designed for Bos taurus cattle. There are two commercial Bos indicus SNP chips; namely, GeneSeek genomic profiler high-density Bos indicus (GGP-HDi) SNP chip and a low-density (LD) Bos indicus SNP chip (Z chip), but these two Bos indicus SNP chips were built with mixed contents of SNPs for Bos indicus and Bos taurus cattle, due to limited availability of genotype data from Bos indicus cattle. Aims: To develop a new GGP indicus 35 000 SNP chip specifically for Bos indicus cattle, which has a low cost, but high accuracy of imputation to Illumina BovineHD chips. Methods: The design of the chip consisted of 34 000 optimally selected SNPs, plus 1000 SNPs pre-reserved for those on the Y chromosome, 'causative' mutations for a variety of economically relevant traits, genetic health conditions and International Society for Animal Genetics globally recognised parentage markers for those breeds of cattle. Key results: The present results showed that this new indicus LD SNP chip had considerably increased minor allele frequencies in indicus breeds than the previous Z-chip. It demonstrated with high imputation accuracy to HD SNP genotypes in five indicus breeds, and with considerable predictability on 14 growth and reproduction traits in Nellore cattle. Conclusions: This new indicus LD chip represented a successful effort to leverage existing knowledge and genotype resources towards the public release of a cost-effective LD SNP chip specifically for Bos indicus cattle, which is expected to replace the previous GGP indicus LD chip and to supplement the existing GGP-HDi 80 000 SNP chip. Implications: A new SNP chip specifically designed for Bos indicus, with high power of imputation to Illumina BovineHD technology and with excellent coverage of the whole genome, is now available on the market for Bos indicus cattle, and Bos indicus and Bos taurus crosses.Department of Veterinary Medicine College of Animal Science and Food Engineering University of São Paulo Pirassununga, Rua Duque de Caxias Norte, 225Biostatistics and Bioinformatics Neogen GeneSeekDepartment of Animal Sciences University of WisconsinDepartment of Statistics University of NebraskaDepartment of Animal Production and Health College of Veterinary Medicine UnespDepartment of Animal Production and Health College of Veterinary Medicine UnespUniversidade de São Paulo (USP)Neogen GeneSeekUniversity of WisconsinUniversity of NebraskaUniversidade Estadual Paulista (Unesp)Ferraz, J. B.S.Wu, X. L.Li, H.Xu, J.Ferretti, R.Simpson, B.Walker, J.Silva, L. R.Garcia, J. F. [UNESP]Tait, R. G.Bauck, S.2020-12-12T02:22:36Z2020-12-12T02:22:36Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1071/AN19396Animal Production Science.1836-57871836-0939http://hdl.handle.net/11449/20104010.1071/AN193962-s2.0-85090616633Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAnimal Production Scienceinfo:eu-repo/semantics/openAccess2024-09-09T13:00:56Zoai:repositorio.unesp.br:11449/201040Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-09T13:00:56Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
title Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
spellingShingle Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
Ferraz, J. B.S.
genomic prediction
growth
imputation accuracy
reproduction
single-nucleotide polymorphism panel
Zebu cattle
title_short Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
title_full Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
title_fullStr Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
title_full_unstemmed Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
title_sort Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
author Ferraz, J. B.S.
author_facet Ferraz, J. B.S.
Wu, X. L.
Li, H.
Xu, J.
Ferretti, R.
Simpson, B.
Walker, J.
Silva, L. R.
Garcia, J. F. [UNESP]
Tait, R. G.
Bauck, S.
author_role author
author2 Wu, X. L.
Li, H.
Xu, J.
Ferretti, R.
Simpson, B.
Walker, J.
Silva, L. R.
Garcia, J. F. [UNESP]
Tait, R. G.
Bauck, S.
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Neogen GeneSeek
University of Wisconsin
University of Nebraska
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Ferraz, J. B.S.
Wu, X. L.
Li, H.
Xu, J.
Ferretti, R.
Simpson, B.
Walker, J.
Silva, L. R.
Garcia, J. F. [UNESP]
Tait, R. G.
Bauck, S.
dc.subject.por.fl_str_mv genomic prediction
growth
imputation accuracy
reproduction
single-nucleotide polymorphism panel
Zebu cattle
topic genomic prediction
growth
imputation accuracy
reproduction
single-nucleotide polymorphism panel
Zebu cattle
description Context: Genomic selection has been of increasing interest in the genetic improvement of Zebu cattle, particularly for quantitative traits that are difficult or expensive to measure, such as carcass traits and meat tenderness. The success of genomic selection depends on several factors, and at its core is the availability of single-nucleotide polymorphism (SNP) chips that are appropriately designed for Bos indicus cattle. However, the currently available commercial bovine SNP chips are mostly designed for Bos taurus cattle. There are two commercial Bos indicus SNP chips; namely, GeneSeek genomic profiler high-density Bos indicus (GGP-HDi) SNP chip and a low-density (LD) Bos indicus SNP chip (Z chip), but these two Bos indicus SNP chips were built with mixed contents of SNPs for Bos indicus and Bos taurus cattle, due to limited availability of genotype data from Bos indicus cattle. Aims: To develop a new GGP indicus 35 000 SNP chip specifically for Bos indicus cattle, which has a low cost, but high accuracy of imputation to Illumina BovineHD chips. Methods: The design of the chip consisted of 34 000 optimally selected SNPs, plus 1000 SNPs pre-reserved for those on the Y chromosome, 'causative' mutations for a variety of economically relevant traits, genetic health conditions and International Society for Animal Genetics globally recognised parentage markers for those breeds of cattle. Key results: The present results showed that this new indicus LD SNP chip had considerably increased minor allele frequencies in indicus breeds than the previous Z-chip. It demonstrated with high imputation accuracy to HD SNP genotypes in five indicus breeds, and with considerable predictability on 14 growth and reproduction traits in Nellore cattle. Conclusions: This new indicus LD chip represented a successful effort to leverage existing knowledge and genotype resources towards the public release of a cost-effective LD SNP chip specifically for Bos indicus cattle, which is expected to replace the previous GGP indicus LD chip and to supplement the existing GGP-HDi 80 000 SNP chip. Implications: A new SNP chip specifically designed for Bos indicus, with high power of imputation to Illumina BovineHD technology and with excellent coverage of the whole genome, is now available on the market for Bos indicus cattle, and Bos indicus and Bos taurus crosses.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-12T02:22:36Z
2020-12-12T02:22:36Z
2020-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1071/AN19396
Animal Production Science.
1836-5787
1836-0939
http://hdl.handle.net/11449/201040
10.1071/AN19396
2-s2.0-85090616633
url http://dx.doi.org/10.1071/AN19396
http://hdl.handle.net/11449/201040
identifier_str_mv Animal Production Science.
1836-5787
1836-0939
10.1071/AN19396
2-s2.0-85090616633
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Animal Production Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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