Development and evaluation of a low-density single-nucleotide polymorphism chip specific to Bos indicus cattle
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , , |
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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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 |
_version_ |
1813546572961546240 |