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Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds
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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552183/ https://www.ncbi.nlm.nih.gov/pubmed/36238155 http://dx.doi.org/10.3389/fgene.2022.974787 |
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author | Naji, Maulana M. Jiang, Yifan Utsunomiya, Yuri T. Rosen, Benjamin D. Sölkner, Johann Wang, Chuduan Jiang, Li Zhang, Qin Zhang, Yi Ding, Xiangdong Mészáros, Gábor |
author_facet | Naji, Maulana M. Jiang, Yifan Utsunomiya, Yuri T. Rosen, Benjamin D. Sölkner, Johann Wang, Chuduan Jiang, Li Zhang, Qin Zhang, Yi Ding, Xiangdong Mészáros, Gábor |
author_sort | Naji, Maulana M. |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-9552183 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95521832022-10-12 Favored single nucleotide variants identified using whole genome Re-sequencing of Austrian and Chinese cattle breeds Naji, Maulana M. Jiang, Yifan Utsunomiya, Yuri T. Rosen, Benjamin D. Sölkner, Johann Wang, Chuduan Jiang, Li Zhang, Qin Zhang, Yi Ding, Xiangdong Mészáros, Gábor Front Genet Genetics 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. Frontiers Media S.A. 2022-09-27 /pmc/articles/PMC9552183/ /pubmed/36238155 http://dx.doi.org/10.3389/fgene.2022.974787 Text en Copyright © 2022 Naji, Jiang, Utsunomiya, Rosen, Sölkner, Wang, Jiang, Zhang, Zhang, Ding and Mészáros. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Naji, Maulana M. Jiang, Yifan Utsunomiya, Yuri T. Rosen, Benjamin D. Sölkner, Johann Wang, Chuduan Jiang, Li Zhang, Qin Zhang, Yi Ding, Xiangdong Mészáros, Gábor 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 |
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_short | 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 |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552183/ https://www.ncbi.nlm.nih.gov/pubmed/36238155 http://dx.doi.org/10.3389/fgene.2022.974787 |
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