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Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology
Pig scrotal hernia is one of the most common congenital defects triggered by both genetic and environmental factors, leading to severe economic loss as well as poor animal welfare in the pig industry. Identification and implementation of genomic regions controlling scrotal hernia in breeding is of g...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6768097/ https://www.ncbi.nlm.nih.gov/pubmed/31608119 http://dx.doi.org/10.3389/fgene.2019.00890 |
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author | Xu, Wenwu Chen, Dong Yan, Guorong Xiao, Shijun Huang, Tao Zhang, Zhiyan Huang, Lusheng |
author_facet | Xu, Wenwu Chen, Dong Yan, Guorong Xiao, Shijun Huang, Tao Zhang, Zhiyan Huang, Lusheng |
author_sort | Xu, Wenwu |
collection | PubMed |
description | Pig scrotal hernia is one of the most common congenital defects triggered by both genetic and environmental factors, leading to severe economic loss as well as poor animal welfare in the pig industry. Identification and implementation of genomic regions controlling scrotal hernia in breeding is of great appeal to reduce incidences of hernia in pig production. The aim of this study was to identify such regions or molecular markers affecting scrotal hernia in pigs. First of all, we summarized and analyzed the results of some international teams on scrotal hernia and designed a specially population which contains 246 male individuals. We then performed genome-wide association study (GWAS) in this specially designed population using two scenarios, i.e., the target panel data before and after imputation, which contain 42,365 SNPs and 18,756,672 SNPs, respectively. In addition, a series of methods including genetic differentiation analysis, linkage disequilibrium and linkage analysis (LDLA), and haplotype sharing analysis were appropriate to provide for further analysis to identify the potential gene underlying the QTL. The GWAS in this report detected a highly significant region affecting scrotal hernia within a 24.8Mb region (114.1–138.9Mb) on SSC8. And the result of genetic differentiation analysis also showed a strong genetic differentiation signal between 116.1 and 132.7Mb on SSC8. In addition, the QTL interval was refined to 2.99Mb by combining LDLA and genetic differentiation analysis. Finally, two susceptibility haplotypes were identified through haplotype sharing analysis, with one potential causal gene in it. Our study provided deeper insights into the genetic architecture of pig scrotal hernia and contributed to further fine-mapping and characterize haplotype and gene that influence scrotal hernia in pigs. |
format | Online Article Text |
id | pubmed-6768097 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67680972019-10-13 Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology Xu, Wenwu Chen, Dong Yan, Guorong Xiao, Shijun Huang, Tao Zhang, Zhiyan Huang, Lusheng Front Genet Genetics Pig scrotal hernia is one of the most common congenital defects triggered by both genetic and environmental factors, leading to severe economic loss as well as poor animal welfare in the pig industry. Identification and implementation of genomic regions controlling scrotal hernia in breeding is of great appeal to reduce incidences of hernia in pig production. The aim of this study was to identify such regions or molecular markers affecting scrotal hernia in pigs. First of all, we summarized and analyzed the results of some international teams on scrotal hernia and designed a specially population which contains 246 male individuals. We then performed genome-wide association study (GWAS) in this specially designed population using two scenarios, i.e., the target panel data before and after imputation, which contain 42,365 SNPs and 18,756,672 SNPs, respectively. In addition, a series of methods including genetic differentiation analysis, linkage disequilibrium and linkage analysis (LDLA), and haplotype sharing analysis were appropriate to provide for further analysis to identify the potential gene underlying the QTL. The GWAS in this report detected a highly significant region affecting scrotal hernia within a 24.8Mb region (114.1–138.9Mb) on SSC8. And the result of genetic differentiation analysis also showed a strong genetic differentiation signal between 116.1 and 132.7Mb on SSC8. In addition, the QTL interval was refined to 2.99Mb by combining LDLA and genetic differentiation analysis. Finally, two susceptibility haplotypes were identified through haplotype sharing analysis, with one potential causal gene in it. Our study provided deeper insights into the genetic architecture of pig scrotal hernia and contributed to further fine-mapping and characterize haplotype and gene that influence scrotal hernia in pigs. Frontiers Media S.A. 2019-09-23 /pmc/articles/PMC6768097/ /pubmed/31608119 http://dx.doi.org/10.3389/fgene.2019.00890 Text en Copyright © 2019 Xu, Chen, Yan, Xiao, Huang, Zhang and Huang http://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 Xu, Wenwu Chen, Dong Yan, Guorong Xiao, Shijun Huang, Tao Zhang, Zhiyan Huang, Lusheng Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title | Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title_full | Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title_fullStr | Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title_full_unstemmed | Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title_short | Rediscover and Refine QTLs for Pig Scrotal Hernia by Increasing a Specially Designed F(3) Population and Using Whole-Genome Sequence Imputation Technology |
title_sort | rediscover and refine qtls for pig scrotal hernia by increasing a specially designed f(3) population and using whole-genome sequence imputation technology |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6768097/ https://www.ncbi.nlm.nih.gov/pubmed/31608119 http://dx.doi.org/10.3389/fgene.2019.00890 |
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