Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds

Detalhes bibliográficos
Autor(a) principal: Naji, Maulana M.
Data de Publicação: 2022
Outros Autores: Jiang, Yifan, Utsunomiya, Yuri T. [UNESP], Rosen, Benjamin D., Sölkner, Johann, Wang, Chuduan, Jiang, Li, Zhang, Qin, Zhang, Yi, Ding, Xiangdong, Mészáros, Gábor
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3389/fgene.2022.974787
http://hdl.handle.net/11449/246045
Resumo: Cattle have been essential for the development of human civilization since their first domestication few thousand years ago. Since then, they have spread across vast geographic areas following human activities. Throughout generations, the cattle genome has been shaped with detectable signals induced by various evolutionary processes, such as natural and human selection processes and demographic events. Identifying such signals, called selection signatures, is one of the primary goals of population genetics. Previous studies used various selection signature methods and normalized the outputs score using specific windows, in kbp or based on the number of SNPs, to identify the candidate regions. The recent method of iSAFE claimed for high accuracy in pinpointing the candidate SNPs. In this study, we analyzed whole-genome resequencing (WGS) data of ten individuals from Austrian Fleckvieh (Bos taurus) and fifty individuals from 14 Chinese indigenous breeds (Bos taurus, Bos taurus indicus, and admixed). Individual WGS reads were aligned to the cattle reference genome of ARS. UCD1.2 and subsequently undergone single nucleotide variants (SNVs) calling pipeline using GATK. Using these SNVs, we examined the population structure using principal component and admixture analysis. Then we refined selection signature candidates using the iSAFE program and compared it with the classical iHS approach. Additionally, we run Fst population differentiation from these two cattle groups. We found gradual changes of taurine in north China to admixed and indicine to the south. Based on the population structure and the number of individuals, we grouped samples to Fleckvieh, three Chinese taurines (Kazakh, Mongolian, Yanbian), admixed individuals (CHBI_Med), indicine individuals (CHBI_Low), and a combination of admixed and indicine (CHBI) for performing iSAFE and iHS tests. There were more significant SNVs identified using iSAFE than the iHS for the candidate of positive selection and more detectable signals in taurine than in indicine individuals. However, combining admixed and indicine individuals decreased the iSAFE signals. From both within-population tests, significant SNVs are linked to the olfactory receptors, production, reproduction, and temperament traits in taurine cattle, while heat and parasites tolerance in the admixed individuals. Fst test suggests similar patterns of population differentiation between Fleckvieh and three Chinese taurine breeds against CHBI. Nevertheless, there are genes shared only among the Chinese taurine, such as PAX5, affecting coat color, which might drive the differences between these yellowish coated breeds, and those in the greater Far East region.
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spelling Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breedsbos indicusBos tauruscattlefstIHSiSAFEselection signaturewhole-genome sequence (WGS)Cattle have been essential for the development of human civilization since their first domestication few thousand years ago. Since then, they have spread across vast geographic areas following human activities. Throughout generations, the cattle genome has been shaped with detectable signals induced by various evolutionary processes, such as natural and human selection processes and demographic events. Identifying such signals, called selection signatures, is one of the primary goals of population genetics. Previous studies used various selection signature methods and normalized the outputs score using specific windows, in kbp or based on the number of SNPs, to identify the candidate regions. The recent method of iSAFE claimed for high accuracy in pinpointing the candidate SNPs. In this study, we analyzed whole-genome resequencing (WGS) data of ten individuals from Austrian Fleckvieh (Bos taurus) and fifty individuals from 14 Chinese indigenous breeds (Bos taurus, Bos taurus indicus, and admixed). Individual WGS reads were aligned to the cattle reference genome of ARS. UCD1.2 and subsequently undergone single nucleotide variants (SNVs) calling pipeline using GATK. Using these SNVs, we examined the population structure using principal component and admixture analysis. Then we refined selection signature candidates using the iSAFE program and compared it with the classical iHS approach. Additionally, we run Fst population differentiation from these two cattle groups. We found gradual changes of taurine in north China to admixed and indicine to the south. Based on the population structure and the number of individuals, we grouped samples to Fleckvieh, three Chinese taurines (Kazakh, Mongolian, Yanbian), admixed individuals (CHBI_Med), indicine individuals (CHBI_Low), and a combination of admixed and indicine (CHBI) for performing iSAFE and iHS tests. There were more significant SNVs identified using iSAFE than the iHS for the candidate of positive selection and more detectable signals in taurine than in indicine individuals. However, combining admixed and indicine individuals decreased the iSAFE signals. From both within-population tests, significant SNVs are linked to the olfactory receptors, production, reproduction, and temperament traits in taurine cattle, while heat and parasites tolerance in the admixed individuals. Fst test suggests similar patterns of population differentiation between Fleckvieh and three Chinese taurine breeds against CHBI. Nevertheless, there are genes shared only among the Chinese taurine, such as PAX5, affecting coat color, which might drive the differences between these yellowish coated breeds, and those in the greater Far East region.National Key Research and Development Program of ChinaOeAD-GmbHUniversity of Natural Resources and Life SciencesChina Agricultural UniversityDepartment of Production and Animal Health School of Veterinary Medicine São Paulo State University (Unesp)Animal Genomics and Improvement Laboratory USDA‐ARSDepartment of Production and Animal Health School of Veterinary Medicine São Paulo State University (Unesp)National Key Research and Development Program of China: 2019YFE0106800OeAD-GmbH: CN 08/2020University of Natural Resources and Life SciencesChina Agricultural UniversityUniversidade Estadual Paulista (UNESP)USDA‐ARSNaji, Maulana M.Jiang, YifanUtsunomiya, Yuri T. [UNESP]Rosen, Benjamin D.Sölkner, JohannWang, ChuduanJiang, LiZhang, QinZhang, YiDing, XiangdongMészáros, Gábor2023-07-29T12:30:15Z2023-07-29T12:30:15Z2022-09-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3389/fgene.2022.974787Frontiers in Genetics, v. 13.1664-8021http://hdl.handle.net/11449/24604510.3389/fgene.2022.9747872-s2.0-85139556924Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers in Geneticsinfo:eu-repo/semantics/openAccess2023-07-29T12:30:16Zoai:repositorio.unesp.br:11449/246045Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-07-29T12:30:16Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
title Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
spellingShingle Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
Naji, Maulana M.
bos indicus
Bos taurus
cattle
fst
IHS
iSAFE
selection signature
whole-genome sequence (WGS)
title_short Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
title_full Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
title_fullStr Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
title_full_unstemmed Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
title_sort Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
author Naji, Maulana M.
author_facet Naji, Maulana M.
Jiang, Yifan
Utsunomiya, Yuri T. [UNESP]
Rosen, Benjamin D.
Sölkner, Johann
Wang, Chuduan
Jiang, Li
Zhang, Qin
Zhang, Yi
Ding, Xiangdong
Mészáros, Gábor
author_role author
author2 Jiang, Yifan
Utsunomiya, Yuri T. [UNESP]
Rosen, Benjamin D.
Sölkner, Johann
Wang, Chuduan
Jiang, Li
Zhang, Qin
Zhang, Yi
Ding, Xiangdong
Mészáros, Gábor
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv University of Natural Resources and Life Sciences
China Agricultural University
Universidade Estadual Paulista (UNESP)
USDA‐ARS
dc.contributor.author.fl_str_mv Naji, Maulana M.
Jiang, Yifan
Utsunomiya, Yuri T. [UNESP]
Rosen, Benjamin D.
Sölkner, Johann
Wang, Chuduan
Jiang, Li
Zhang, Qin
Zhang, Yi
Ding, Xiangdong
Mészáros, Gábor
dc.subject.por.fl_str_mv bos indicus
Bos taurus
cattle
fst
IHS
iSAFE
selection signature
whole-genome sequence (WGS)
topic bos indicus
Bos taurus
cattle
fst
IHS
iSAFE
selection signature
whole-genome sequence (WGS)
description Cattle have been essential for the development of human civilization since their first domestication few thousand years ago. Since then, they have spread across vast geographic areas following human activities. Throughout generations, the cattle genome has been shaped with detectable signals induced by various evolutionary processes, such as natural and human selection processes and demographic events. Identifying such signals, called selection signatures, is one of the primary goals of population genetics. Previous studies used various selection signature methods and normalized the outputs score using specific windows, in kbp or based on the number of SNPs, to identify the candidate regions. The recent method of iSAFE claimed for high accuracy in pinpointing the candidate SNPs. In this study, we analyzed whole-genome resequencing (WGS) data of ten individuals from Austrian Fleckvieh (Bos taurus) and fifty individuals from 14 Chinese indigenous breeds (Bos taurus, Bos taurus indicus, and admixed). Individual WGS reads were aligned to the cattle reference genome of ARS. UCD1.2 and subsequently undergone single nucleotide variants (SNVs) calling pipeline using GATK. Using these SNVs, we examined the population structure using principal component and admixture analysis. Then we refined selection signature candidates using the iSAFE program and compared it with the classical iHS approach. Additionally, we run Fst population differentiation from these two cattle groups. We found gradual changes of taurine in north China to admixed and indicine to the south. Based on the population structure and the number of individuals, we grouped samples to Fleckvieh, three Chinese taurines (Kazakh, Mongolian, Yanbian), admixed individuals (CHBI_Med), indicine individuals (CHBI_Low), and a combination of admixed and indicine (CHBI) for performing iSAFE and iHS tests. There were more significant SNVs identified using iSAFE than the iHS for the candidate of positive selection and more detectable signals in taurine than in indicine individuals. However, combining admixed and indicine individuals decreased the iSAFE signals. From both within-population tests, significant SNVs are linked to the olfactory receptors, production, reproduction, and temperament traits in taurine cattle, while heat and parasites tolerance in the admixed individuals. Fst test suggests similar patterns of population differentiation between Fleckvieh and three Chinese taurine breeds against CHBI. Nevertheless, there are genes shared only among the Chinese taurine, such as PAX5, affecting coat color, which might drive the differences between these yellowish coated breeds, and those in the greater Far East region.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-27
2023-07-29T12:30:15Z
2023-07-29T12:30:15Z
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/10.3389/fgene.2022.974787
Frontiers in Genetics, v. 13.
1664-8021
http://hdl.handle.net/11449/246045
10.3389/fgene.2022.974787
2-s2.0-85139556924
url http://dx.doi.org/10.3389/fgene.2022.974787
http://hdl.handle.net/11449/246045
identifier_str_mv Frontiers in Genetics, v. 13.
1664-8021
10.3389/fgene.2022.974787
2-s2.0-85139556924
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Frontiers in Genetics
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
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