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Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids
BACKGROUND: CNV comprises a large proportion in cattle genome and is associated with various traits. However, there were few population-scale comparison studies on cattle CNV. RESULTS: Here, autosome-wide CNVs were called by read depth of NGS alignment result and copy number variation regions (CNVRs...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276479/ https://www.ncbi.nlm.nih.gov/pubmed/34253178 http://dx.doi.org/10.1186/s12864-021-07808-7 |
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author | Jang, Jisung Terefe, Endashaw Kim, Kwondo Lee, Young Ho Belay, Gurja Tijjani, Abdulfatai Han, Jian‑Lin Hanotte, Olivier Kim, Heebal |
author_facet | Jang, Jisung Terefe, Endashaw Kim, Kwondo Lee, Young Ho Belay, Gurja Tijjani, Abdulfatai Han, Jian‑Lin Hanotte, Olivier Kim, Heebal |
author_sort | Jang, Jisung |
collection | PubMed |
description | BACKGROUND: CNV comprises a large proportion in cattle genome and is associated with various traits. However, there were few population-scale comparison studies on cattle CNV. RESULTS: Here, autosome-wide CNVs were called by read depth of NGS alignment result and copy number variation regions (CNVRs) defined from 102 Eurasian taurine (EAT) of 14 breeds, 28 Asian indicine (ASI) of 6 breeds, 22 African taurine (AFT) of 2 breeds, and 184 African humped cattle (AFH) of 17 breeds. The copy number of every CNVRs were compared between populations and CNVRs with population differentiated copy numbers were sorted out using the pairwise statistics V(ST) and Kruskal-Wallis test. Three hundred sixty-two of CNVRs were significantly differentiated in both statistics and 313 genes were located on the population differentiated CNVRs. CONCLUSION: For some of these genes, the averages of copy numbers were also different between populations and these may be candidate genes under selection. These include olfactory receptors, pathogen-resistance, parasite-resistance, heat tolerance and productivity related genes. Furthermore, breed- and individual-level comparison was performed using the presence or copy number of the autosomal CNVRs. Our findings were based on identification of CNVs from short Illumina reads of 336 individuals and 39 breeds, which to our knowledge is the largest dataset for this type of analysis and revealed important CNVs that may play a role in cattle adaption to various environments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07808-7. |
format | Online Article Text |
id | pubmed-8276479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82764792021-07-14 Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids Jang, Jisung Terefe, Endashaw Kim, Kwondo Lee, Young Ho Belay, Gurja Tijjani, Abdulfatai Han, Jian‑Lin Hanotte, Olivier Kim, Heebal BMC Genomics Research BACKGROUND: CNV comprises a large proportion in cattle genome and is associated with various traits. However, there were few population-scale comparison studies on cattle CNV. RESULTS: Here, autosome-wide CNVs were called by read depth of NGS alignment result and copy number variation regions (CNVRs) defined from 102 Eurasian taurine (EAT) of 14 breeds, 28 Asian indicine (ASI) of 6 breeds, 22 African taurine (AFT) of 2 breeds, and 184 African humped cattle (AFH) of 17 breeds. The copy number of every CNVRs were compared between populations and CNVRs with population differentiated copy numbers were sorted out using the pairwise statistics V(ST) and Kruskal-Wallis test. Three hundred sixty-two of CNVRs were significantly differentiated in both statistics and 313 genes were located on the population differentiated CNVRs. CONCLUSION: For some of these genes, the averages of copy numbers were also different between populations and these may be candidate genes under selection. These include olfactory receptors, pathogen-resistance, parasite-resistance, heat tolerance and productivity related genes. Furthermore, breed- and individual-level comparison was performed using the presence or copy number of the autosomal CNVRs. Our findings were based on identification of CNVs from short Illumina reads of 336 individuals and 39 breeds, which to our knowledge is the largest dataset for this type of analysis and revealed important CNVs that may play a role in cattle adaption to various environments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07808-7. BioMed Central 2021-07-12 /pmc/articles/PMC8276479/ /pubmed/34253178 http://dx.doi.org/10.1186/s12864-021-07808-7 Text en © The Author(s) 2021, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Jang, Jisung Terefe, Endashaw Kim, Kwondo Lee, Young Ho Belay, Gurja Tijjani, Abdulfatai Han, Jian‑Lin Hanotte, Olivier Kim, Heebal Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title | Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title_full | Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title_fullStr | Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title_full_unstemmed | Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title_short | Population differentiated copy number variation of Bos taurus, Bos indicus and their African hybrids |
title_sort | population differentiated copy number variation of bos taurus, bos indicus and their african hybrids |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276479/ https://www.ncbi.nlm.nih.gov/pubmed/34253178 http://dx.doi.org/10.1186/s12864-021-07808-7 |
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