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Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population
BACKGROUND: Runs of homozygosity (ROHs) are homozygous segments of the genome where the two haplotypes inherited from the parents are identical. The current availability of genotypes for a very large number of single nucleotide polymorphisms (SNPs) is leading to more accurate characterization of ROH...
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/PMC7187514/ https://www.ncbi.nlm.nih.gov/pubmed/32355558 http://dx.doi.org/10.1186/s40104-020-00447-0 |
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author | Shi, Liangyu Wang, Ligang Liu, Jiaxin Deng, Tianyu Yan, Hua Zhang, Longchao Liu, Xin Gao, Hongmei Hou, Xinhua Wang, Lixian Zhao, Fuping |
author_facet | Shi, Liangyu Wang, Ligang Liu, Jiaxin Deng, Tianyu Yan, Hua Zhang, Longchao Liu, Xin Gao, Hongmei Hou, Xinhua Wang, Lixian Zhao, Fuping |
author_sort | Shi, Liangyu |
collection | PubMed |
description | BACKGROUND: Runs of homozygosity (ROHs) are homozygous segments of the genome where the two haplotypes inherited from the parents are identical. The current availability of genotypes for a very large number of single nucleotide polymorphisms (SNPs) is leading to more accurate characterization of ROHs in the whole genome. Here, we investigated the occurrence and distribution of ROHs in 3,692 Large White pigs and compared estimates of inbreeding coefficients calculated based on ROHs (F(ROH)), homozygosity (F(HOM)), genomic relationship matrix (F(GRM)) and pedigree (F(PED)). Furthermore, we identified genomic regions with high ROH frequencies and annotated their candidate genes. RESULTS: In total, 176,182 ROHs were identified from 3,569 animals, and all individuals displayed at least one ROH longer than 1 Mb. The ROHs identified were unevenly distributed on the autosomes. The highest and lowest coverages of Sus scrofa chromosomes (SSC) by ROH were on SSC14 and SSC13, respectively. The highest pairwise correlation among the different inbreeding coefficient estimates was 0.95 between F(ROH_total) and F(HOM), while the lowest was − 0.083 between F(GRM) and F(PED). The correlations between F(PED) and F(ROH) using four classes of ROH lengths ranged from 0.18 to 0.37 and increased with increasing ROH length, except for ROH > 10 Mb. Twelve ROH islands were located on four chromosomes (SSC1, 4, 6 and 14). These ROH islands harboured genes associated with reproduction, muscular development, fat deposition and adaptation, such as SIRT1, MYPN, SETDB1 and PSMD4. CONCLUSION: F(ROH) can be used to accurately assess individual inbreeding levels compared to other inbreeding coefficient estimators. In the absence of pedigree records, F(ROH) can provide an alternative to inbreeding estimates. Our findings can be used not only to effectively increase the response to selection by appropriately managing the rate of inbreeding and minimizing the negative effects of inbreeding depression but also to help detect genomic regions with an effect on traits under selection. |
format | Online Article Text |
id | pubmed-7187514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71875142020-04-30 Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population Shi, Liangyu Wang, Ligang Liu, Jiaxin Deng, Tianyu Yan, Hua Zhang, Longchao Liu, Xin Gao, Hongmei Hou, Xinhua Wang, Lixian Zhao, Fuping J Anim Sci Biotechnol Research BACKGROUND: Runs of homozygosity (ROHs) are homozygous segments of the genome where the two haplotypes inherited from the parents are identical. The current availability of genotypes for a very large number of single nucleotide polymorphisms (SNPs) is leading to more accurate characterization of ROHs in the whole genome. Here, we investigated the occurrence and distribution of ROHs in 3,692 Large White pigs and compared estimates of inbreeding coefficients calculated based on ROHs (F(ROH)), homozygosity (F(HOM)), genomic relationship matrix (F(GRM)) and pedigree (F(PED)). Furthermore, we identified genomic regions with high ROH frequencies and annotated their candidate genes. RESULTS: In total, 176,182 ROHs were identified from 3,569 animals, and all individuals displayed at least one ROH longer than 1 Mb. The ROHs identified were unevenly distributed on the autosomes. The highest and lowest coverages of Sus scrofa chromosomes (SSC) by ROH were on SSC14 and SSC13, respectively. The highest pairwise correlation among the different inbreeding coefficient estimates was 0.95 between F(ROH_total) and F(HOM), while the lowest was − 0.083 between F(GRM) and F(PED). The correlations between F(PED) and F(ROH) using four classes of ROH lengths ranged from 0.18 to 0.37 and increased with increasing ROH length, except for ROH > 10 Mb. Twelve ROH islands were located on four chromosomes (SSC1, 4, 6 and 14). These ROH islands harboured genes associated with reproduction, muscular development, fat deposition and adaptation, such as SIRT1, MYPN, SETDB1 and PSMD4. CONCLUSION: F(ROH) can be used to accurately assess individual inbreeding levels compared to other inbreeding coefficient estimators. In the absence of pedigree records, F(ROH) can provide an alternative to inbreeding estimates. Our findings can be used not only to effectively increase the response to selection by appropriately managing the rate of inbreeding and minimizing the negative effects of inbreeding depression but also to help detect genomic regions with an effect on traits under selection. BioMed Central 2020-04-28 /pmc/articles/PMC7187514/ /pubmed/32355558 http://dx.doi.org/10.1186/s40104-020-00447-0 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 Shi, Liangyu Wang, Ligang Liu, Jiaxin Deng, Tianyu Yan, Hua Zhang, Longchao Liu, Xin Gao, Hongmei Hou, Xinhua Wang, Lixian Zhao, Fuping Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title | Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title_full | Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title_fullStr | Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title_full_unstemmed | Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title_short | Estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a Large White pig population |
title_sort | estimation of inbreeding and identification of regions under heavy selection based on runs of homozygosity in a large white pig population |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7187514/ https://www.ncbi.nlm.nih.gov/pubmed/32355558 http://dx.doi.org/10.1186/s40104-020-00447-0 |
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