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Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program
BACKGROUND: Understanding the evolutionary forces related to climate changes that have been shaped genetic variation within species has long been a fundamental pursuit in biology. In this study, we generated whole-genome sequence (WGS) data from 65 cross-bred and 45 Mongolian cattle. Together with 6...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080750/ https://www.ncbi.nlm.nih.gov/pubmed/37024818 http://dx.doi.org/10.1186/s12864-023-09235-2 |
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author | Tian, Rugang Asadollahpour Nanaie, Hojjat Wang, Xiao Dalai, Baolige Zhao, Meng Wang, Fenf Li, Hui Yang, Ding Zhang, Hao Li, Yuan Wang, Tingyue Luan, Tu Wu, Jianghong |
author_facet | Tian, Rugang Asadollahpour Nanaie, Hojjat Wang, Xiao Dalai, Baolige Zhao, Meng Wang, Fenf Li, Hui Yang, Ding Zhang, Hao Li, Yuan Wang, Tingyue Luan, Tu Wu, Jianghong |
author_sort | Tian, Rugang |
collection | PubMed |
description | BACKGROUND: Understanding the evolutionary forces related to climate changes that have been shaped genetic variation within species has long been a fundamental pursuit in biology. In this study, we generated whole-genome sequence (WGS) data from 65 cross-bred and 45 Mongolian cattle. Together with 62 whole-genome sequences from world-wide cattle populations, we estimated the genetic diversity and population genetic structure of cattle populations. In addition, we performed comparative population genomics analyses to explore the genetic basis underlying variation in the adaptation to cold climate and immune response in cross-bred cattle located in the cold region of China. To elucidate genomic signatures that underlie adaptation to cold climate, we performed three statistical measurements, fixation index (FST), log(2) nucleotide diversity (θπ ratio) and cross population composite likelihood ratio (XP-CLR), and further investigated the results to identify genomic regions under selection for cold adaptation and immune response-related traits. RESULTS: By generating WGS data, we investigated the population genetic structure and phylogenetic relationship of studied cattle populations. The results revealed clustering of cattle groups in agreement with their geographic distribution. We detected noticeable genetic diversity between indigenous cattle ecotypes and commercial populations. Analysis of population structure demonstrated evidence of shared genetic ancestry between studied cross-bred population and both Red-Angus and Mongolian breeds. Among all studied cattle populations, the highest and lowest levels of linkage disequilibrium (LD) per Kb were detected in Holstein and Rashoki populations (ranged from ~ 0.54 to 0.73, respectively). Our search for potential genomic regions under selection in cross-bred cattle revealed several candidate genes related with immune response and cold shock protein on multiple chromosomes. We identified some adaptive introgression genes with greater than expected contributions from Mongolian ancestry into Molgolian x Red Angus composites such as TRPM8, NMUR1, PRKAA2, SMTNL2 and OXR1 that are involved in energy metabolism and metabolic homeostasis. In addition, we detected some candidate genes probably associated with immune response-related traits. CONCLUSION: The study identified candidate genes involved in responses to cold adaptation and immune response in cross-bred cattle, including new genes or gene pathways putatively involved in these adaptations. The identification of these genes may clarify the molecular basis underlying adaptation to extreme environmental climate and as such they might be used in cattle breeding programs to select more efficient breeds for cold climate regions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09235-2. |
format | Online Article Text |
id | pubmed-10080750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100807502023-04-08 Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program Tian, Rugang Asadollahpour Nanaie, Hojjat Wang, Xiao Dalai, Baolige Zhao, Meng Wang, Fenf Li, Hui Yang, Ding Zhang, Hao Li, Yuan Wang, Tingyue Luan, Tu Wu, Jianghong BMC Genomics Research BACKGROUND: Understanding the evolutionary forces related to climate changes that have been shaped genetic variation within species has long been a fundamental pursuit in biology. In this study, we generated whole-genome sequence (WGS) data from 65 cross-bred and 45 Mongolian cattle. Together with 62 whole-genome sequences from world-wide cattle populations, we estimated the genetic diversity and population genetic structure of cattle populations. In addition, we performed comparative population genomics analyses to explore the genetic basis underlying variation in the adaptation to cold climate and immune response in cross-bred cattle located in the cold region of China. To elucidate genomic signatures that underlie adaptation to cold climate, we performed three statistical measurements, fixation index (FST), log(2) nucleotide diversity (θπ ratio) and cross population composite likelihood ratio (XP-CLR), and further investigated the results to identify genomic regions under selection for cold adaptation and immune response-related traits. RESULTS: By generating WGS data, we investigated the population genetic structure and phylogenetic relationship of studied cattle populations. The results revealed clustering of cattle groups in agreement with their geographic distribution. We detected noticeable genetic diversity between indigenous cattle ecotypes and commercial populations. Analysis of population structure demonstrated evidence of shared genetic ancestry between studied cross-bred population and both Red-Angus and Mongolian breeds. Among all studied cattle populations, the highest and lowest levels of linkage disequilibrium (LD) per Kb were detected in Holstein and Rashoki populations (ranged from ~ 0.54 to 0.73, respectively). Our search for potential genomic regions under selection in cross-bred cattle revealed several candidate genes related with immune response and cold shock protein on multiple chromosomes. We identified some adaptive introgression genes with greater than expected contributions from Mongolian ancestry into Molgolian x Red Angus composites such as TRPM8, NMUR1, PRKAA2, SMTNL2 and OXR1 that are involved in energy metabolism and metabolic homeostasis. In addition, we detected some candidate genes probably associated with immune response-related traits. CONCLUSION: The study identified candidate genes involved in responses to cold adaptation and immune response in cross-bred cattle, including new genes or gene pathways putatively involved in these adaptations. The identification of these genes may clarify the molecular basis underlying adaptation to extreme environmental climate and as such they might be used in cattle breeding programs to select more efficient breeds for cold climate regions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09235-2. BioMed Central 2023-04-06 /pmc/articles/PMC10080750/ /pubmed/37024818 http://dx.doi.org/10.1186/s12864-023-09235-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Tian, Rugang Asadollahpour Nanaie, Hojjat Wang, Xiao Dalai, Baolige Zhao, Meng Wang, Fenf Li, Hui Yang, Ding Zhang, Hao Li, Yuan Wang, Tingyue Luan, Tu Wu, Jianghong Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title | Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title_full | Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title_fullStr | Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title_full_unstemmed | Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title_short | Genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
title_sort | genomic adaptation to extreme climate conditions in beef cattle as a consequence of cross-breeding program |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080750/ https://www.ncbi.nlm.nih.gov/pubmed/37024818 http://dx.doi.org/10.1186/s12864-023-09235-2 |
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