Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , |
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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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:29462024-08-05T14:33:13.049112Repositório 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 |
|
_version_ |
1808128377268207616 |