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Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models
BACKGROUND: More teats are necessary for sows to nurse larger litters to provide immunity and nutrient for piglets prior to weaning. Previous studies have reported the strong effect of an insertion mutation in the Vertebrae Development Associated (VRTN) gene on Sus scrofa chromosome 7 (SSC7) that in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7204245/ https://www.ncbi.nlm.nih.gov/pubmed/32380955 http://dx.doi.org/10.1186/s12864-020-6742-6 |
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author | Zhuang, Zhanwei Ding, Rongrong Peng, Longlong Wu, Jie Ye, Yong Zhou, Shenping Wang, Xingwang Quan, Jianping Zheng, Enqin Cai, Gengyuan Huang, Wen Yang, Jie Wu, Zhenfang |
author_facet | Zhuang, Zhanwei Ding, Rongrong Peng, Longlong Wu, Jie Ye, Yong Zhou, Shenping Wang, Xingwang Quan, Jianping Zheng, Enqin Cai, Gengyuan Huang, Wen Yang, Jie Wu, Zhenfang |
author_sort | Zhuang, Zhanwei |
collection | PubMed |
description | BACKGROUND: More teats are necessary for sows to nurse larger litters to provide immunity and nutrient for piglets prior to weaning. Previous studies have reported the strong effect of an insertion mutation in the Vertebrae Development Associated (VRTN) gene on Sus scrofa chromosome 7 (SSC7) that increased the number of thoracic vertebrae and teat number in pigs. We used genome-wide association studies (GWAS) to map genetic markers and genes associated with teat number in two Duroc pig populations with different genetic backgrounds. A single marker method and several multi-locus methods were utilized. A meta-analysis that combined the effects and P-values of 34,681 single nucleotide polymorphisms (SNPs) that were common in the results of single marker GWAS of American and Canadian Duroc pigs was conducted. We also performed association tests between the VRTN insertion and teat number in the same populations. RESULTS: A total of 97 SNPs were found to be associated with teat number. Among these, six, eight and seven SNPs were consistently detected with two, three and four multi-locus methods, respectively. Seven SNPs were concordantly identified between single marker and multi-locus methods. Moreover, 26 SNPs were newly found by multi-locus methods to be associated with teat number. Notably, we detected one consistent quantitative trait locus (QTL) on SSC7 for teat number using single-locus and meta-analysis of GWAS and the top SNP (rs692640845) explained 8.68% phenotypic variance of teat number in the Canadian Duroc pigs. The associations between the VRTN insertion and teat number in two Duroc pig populations were substantially weaker. Further analysis revealed that the effect of VRTN on teat number may be mediated by its LD with the true causal mutation. CONCLUSIONS: Our study suggested that VRTN insertion may not be a strong or the only candidate causal mutation for the QTL on SSC7 for teat number in the analyzed Duroc pig populations. The combination of single-locus and multi-locus GWAS detected additional SNPs that were absent using only one model. The identified SNPs will be useful for the genetic improvement of teat number in pigs by assigning higher weights to associated SNPs in genomic selection. |
format | Online Article Text |
id | pubmed-7204245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72042452020-05-12 Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models Zhuang, Zhanwei Ding, Rongrong Peng, Longlong Wu, Jie Ye, Yong Zhou, Shenping Wang, Xingwang Quan, Jianping Zheng, Enqin Cai, Gengyuan Huang, Wen Yang, Jie Wu, Zhenfang BMC Genomics Research Article BACKGROUND: More teats are necessary for sows to nurse larger litters to provide immunity and nutrient for piglets prior to weaning. Previous studies have reported the strong effect of an insertion mutation in the Vertebrae Development Associated (VRTN) gene on Sus scrofa chromosome 7 (SSC7) that increased the number of thoracic vertebrae and teat number in pigs. We used genome-wide association studies (GWAS) to map genetic markers and genes associated with teat number in two Duroc pig populations with different genetic backgrounds. A single marker method and several multi-locus methods were utilized. A meta-analysis that combined the effects and P-values of 34,681 single nucleotide polymorphisms (SNPs) that were common in the results of single marker GWAS of American and Canadian Duroc pigs was conducted. We also performed association tests between the VRTN insertion and teat number in the same populations. RESULTS: A total of 97 SNPs were found to be associated with teat number. Among these, six, eight and seven SNPs were consistently detected with two, three and four multi-locus methods, respectively. Seven SNPs were concordantly identified between single marker and multi-locus methods. Moreover, 26 SNPs were newly found by multi-locus methods to be associated with teat number. Notably, we detected one consistent quantitative trait locus (QTL) on SSC7 for teat number using single-locus and meta-analysis of GWAS and the top SNP (rs692640845) explained 8.68% phenotypic variance of teat number in the Canadian Duroc pigs. The associations between the VRTN insertion and teat number in two Duroc pig populations were substantially weaker. Further analysis revealed that the effect of VRTN on teat number may be mediated by its LD with the true causal mutation. CONCLUSIONS: Our study suggested that VRTN insertion may not be a strong or the only candidate causal mutation for the QTL on SSC7 for teat number in the analyzed Duroc pig populations. The combination of single-locus and multi-locus GWAS detected additional SNPs that were absent using only one model. The identified SNPs will be useful for the genetic improvement of teat number in pigs by assigning higher weights to associated SNPs in genomic selection. BioMed Central 2020-05-07 /pmc/articles/PMC7204245/ /pubmed/32380955 http://dx.doi.org/10.1186/s12864-020-6742-6 Text en © The Author(s). 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Article Zhuang, Zhanwei Ding, Rongrong Peng, Longlong Wu, Jie Ye, Yong Zhou, Shenping Wang, Xingwang Quan, Jianping Zheng, Enqin Cai, Gengyuan Huang, Wen Yang, Jie Wu, Zhenfang Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title | Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title_full | Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title_fullStr | Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title_full_unstemmed | Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title_short | Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models |
title_sort | genome-wide association analyses identify known and novel loci for teat number in duroc pigs using single-locus and multi-locus models |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7204245/ https://www.ncbi.nlm.nih.gov/pubmed/32380955 http://dx.doi.org/10.1186/s12864-020-6742-6 |
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