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Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds
BACKGROUND: Traditionally, Chinese indigenous sheep were classified geographically and morphologically into three groups: Mongolian, Kazakh and Tibetan. Herein, we aimed to evaluate the population structure and genome selection among 140 individuals from ten representative Chinese indigenous sheep b...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404018/ https://www.ncbi.nlm.nih.gov/pubmed/25888314 http://dx.doi.org/10.1186/s12864-015-1384-9 |
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author | Wei, Caihong Wang, Huihua Liu, Gang Wu, Mingming Cao, Jiaxve Liu, Zhen Liu, Ruizao Zhao, Fuping Zhang, Li Lu, Jian Liu, Chousheng Du, Lixin |
author_facet | Wei, Caihong Wang, Huihua Liu, Gang Wu, Mingming Cao, Jiaxve Liu, Zhen Liu, Ruizao Zhao, Fuping Zhang, Li Lu, Jian Liu, Chousheng Du, Lixin |
author_sort | Wei, Caihong |
collection | PubMed |
description | BACKGROUND: Traditionally, Chinese indigenous sheep were classified geographically and morphologically into three groups: Mongolian, Kazakh and Tibetan. Herein, we aimed to evaluate the population structure and genome selection among 140 individuals from ten representative Chinese indigenous sheep breeds: Ujimqin, Hu, Tong, Large-Tailed Han and Lop breed (Mongolian group); Duolang and Kazakh (Kazakh group); and Diqing, Plateau-type Tibetan, and Valley-type Tibetan breed (Tibetan group). RESULTS: We analyzed the population using principal component analysis (PCA), STRUCTURE and a Neighbor-Joining (NJ)-tree. In PCA plot, the Tibetan and Mongolian groups were clustered as expected; however, Duolang and Kazakh (Kazakh group) were segregated. STRUCTURE analyses suggested two subpopulations: one from North China (Kazakh and Mongolian groups) and the other from the Southwest (Tibetan group). In the NJ-tree, the Tibetan group formed an independent branch and the Kazakh and Mongolian groups were mixed. We then used the d(i) statistic approach to reveal selection in Chinese indigenous sheep breeds. Among the 599 genome sequence windows analyzed, sixteen (2.7%) exhibited signatures of selection in four or more breeds. We detected three strong selection windows involving three functional genes: RXFP2, PPP1CC and PDGFD. PDGFD, one of the four subfamilies of PDGF, which promotes proliferation and inhibits differentiation of preadipocytes, was significantly selected in fat type breeds by the Rsb (across pairs of populations) approach. Two consecutive selection regions in Duolang sheep were obviously different to other breeds. One region was in OAR2 including three genes (NPR2, SPAG8 and HINT2) the influence growth traits. The other region was in OAR 6 including four genes (PKD2, SPP1, MEPE, and IBSP) associated with a milk production quantitative trait locus. We also identified known candidate genes such as BMPR1B, MSRB3, and three genes (KIT, MC1R, and FRY) that influence lambing percentage, ear size and coat phenotypes, respectively. CONCLUSIONS: Based on the results presented here, we propose that Chinese native sheep can be divided into two genetic groups: the thin type (Tibetan group), and the fat type (Mongolian and Kazakh group). We also identified important genes that drive valuable phenotypes in Chinese indigenous sheep, especially PDGFD, which may influence fat deposition in fat type sheep. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1384-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4404018 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44040182015-04-21 Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds Wei, Caihong Wang, Huihua Liu, Gang Wu, Mingming Cao, Jiaxve Liu, Zhen Liu, Ruizao Zhao, Fuping Zhang, Li Lu, Jian Liu, Chousheng Du, Lixin BMC Genomics Research Article BACKGROUND: Traditionally, Chinese indigenous sheep were classified geographically and morphologically into three groups: Mongolian, Kazakh and Tibetan. Herein, we aimed to evaluate the population structure and genome selection among 140 individuals from ten representative Chinese indigenous sheep breeds: Ujimqin, Hu, Tong, Large-Tailed Han and Lop breed (Mongolian group); Duolang and Kazakh (Kazakh group); and Diqing, Plateau-type Tibetan, and Valley-type Tibetan breed (Tibetan group). RESULTS: We analyzed the population using principal component analysis (PCA), STRUCTURE and a Neighbor-Joining (NJ)-tree. In PCA plot, the Tibetan and Mongolian groups were clustered as expected; however, Duolang and Kazakh (Kazakh group) were segregated. STRUCTURE analyses suggested two subpopulations: one from North China (Kazakh and Mongolian groups) and the other from the Southwest (Tibetan group). In the NJ-tree, the Tibetan group formed an independent branch and the Kazakh and Mongolian groups were mixed. We then used the d(i) statistic approach to reveal selection in Chinese indigenous sheep breeds. Among the 599 genome sequence windows analyzed, sixteen (2.7%) exhibited signatures of selection in four or more breeds. We detected three strong selection windows involving three functional genes: RXFP2, PPP1CC and PDGFD. PDGFD, one of the four subfamilies of PDGF, which promotes proliferation and inhibits differentiation of preadipocytes, was significantly selected in fat type breeds by the Rsb (across pairs of populations) approach. Two consecutive selection regions in Duolang sheep were obviously different to other breeds. One region was in OAR2 including three genes (NPR2, SPAG8 and HINT2) the influence growth traits. The other region was in OAR 6 including four genes (PKD2, SPP1, MEPE, and IBSP) associated with a milk production quantitative trait locus. We also identified known candidate genes such as BMPR1B, MSRB3, and three genes (KIT, MC1R, and FRY) that influence lambing percentage, ear size and coat phenotypes, respectively. CONCLUSIONS: Based on the results presented here, we propose that Chinese native sheep can be divided into two genetic groups: the thin type (Tibetan group), and the fat type (Mongolian and Kazakh group). We also identified important genes that drive valuable phenotypes in Chinese indigenous sheep, especially PDGFD, which may influence fat deposition in fat type sheep. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1384-9) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-17 /pmc/articles/PMC4404018/ /pubmed/25888314 http://dx.doi.org/10.1186/s12864-015-1384-9 Text en © Wei et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Wei, Caihong Wang, Huihua Liu, Gang Wu, Mingming Cao, Jiaxve Liu, Zhen Liu, Ruizao Zhao, Fuping Zhang, Li Lu, Jian Liu, Chousheng Du, Lixin Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title | Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title_full | Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title_fullStr | Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title_full_unstemmed | Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title_short | Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds |
title_sort | genome-wide analysis reveals population structure and selection in chinese indigenous sheep breeds |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404018/ https://www.ncbi.nlm.nih.gov/pubmed/25888314 http://dx.doi.org/10.1186/s12864-015-1384-9 |
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