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Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience
BACKGROUND: Disease resilience, which is the ability of an animal to maintain performance under disease, is important for pigs in commercial herds, where they are exposed to various pathogens. Our objective was to investigate population-level gene expression profiles in the blood of 912 healthy F1 b...
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/PMC8361860/ https://www.ncbi.nlm.nih.gov/pubmed/34384354 http://dx.doi.org/10.1186/s12864-021-07912-8 |
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author | Lim, Kyu-Sang Cheng, Jian Putz, Austin Dong, Qian Bai, Xuechun Beiki, Hamid Tuggle, Christopher K. Dyck, Michael K. Canada, Pig Gen Fortin, Frederic Harding, John C. S. Plastow, Graham S. Dekkers, Jack C. M. |
author_facet | Lim, Kyu-Sang Cheng, Jian Putz, Austin Dong, Qian Bai, Xuechun Beiki, Hamid Tuggle, Christopher K. Dyck, Michael K. Canada, Pig Gen Fortin, Frederic Harding, John C. S. Plastow, Graham S. Dekkers, Jack C. M. |
author_sort | Lim, Kyu-Sang |
collection | PubMed |
description | BACKGROUND: Disease resilience, which is the ability of an animal to maintain performance under disease, is important for pigs in commercial herds, where they are exposed to various pathogens. Our objective was to investigate population-level gene expression profiles in the blood of 912 healthy F1 barrows at ~ 27 days of age for associations with performance and health before and after their exposure to a natural polymicrobial disease challenge at ~ 43 days of age. RESULTS: Most significant (q < 0.20) associations of the level of expression of individual genes in blood of young healthy pigs were identified for concurrent growth rate and subjective health scores prior to the challenge, and for mortality, a combined mortality-treatment trait, and feed conversion rate after the challenge. Gene set enrichment analyses revealed three groups of gene ontology biological process terms that were related to disease resilience: 1) immune and stress response-related terms were enriched among genes whose increased expression was unfavorably associated with both pre- and post-challenge traits, 2) heme-related terms were enriched among genes that had favorable associations with both pre- and post-challenge traits, and 3) terms related to protein localization and viral gene expression were enriched among genes that were associated with reduced performance and health traits after but not before the challenge. CONCLUSIONS: Gene expression profiles in blood from young healthy piglets provide insight into their performance when exposed to disease and other stressors. The expression of genes involved in stress response, heme metabolism, and baseline expression of host genes related to virus propagation were found to be associated with host response to disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07912-8. |
format | Online Article Text |
id | pubmed-8361860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83618602021-08-17 Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience Lim, Kyu-Sang Cheng, Jian Putz, Austin Dong, Qian Bai, Xuechun Beiki, Hamid Tuggle, Christopher K. Dyck, Michael K. Canada, Pig Gen Fortin, Frederic Harding, John C. S. Plastow, Graham S. Dekkers, Jack C. M. BMC Genomics Research Article BACKGROUND: Disease resilience, which is the ability of an animal to maintain performance under disease, is important for pigs in commercial herds, where they are exposed to various pathogens. Our objective was to investigate population-level gene expression profiles in the blood of 912 healthy F1 barrows at ~ 27 days of age for associations with performance and health before and after their exposure to a natural polymicrobial disease challenge at ~ 43 days of age. RESULTS: Most significant (q < 0.20) associations of the level of expression of individual genes in blood of young healthy pigs were identified for concurrent growth rate and subjective health scores prior to the challenge, and for mortality, a combined mortality-treatment trait, and feed conversion rate after the challenge. Gene set enrichment analyses revealed three groups of gene ontology biological process terms that were related to disease resilience: 1) immune and stress response-related terms were enriched among genes whose increased expression was unfavorably associated with both pre- and post-challenge traits, 2) heme-related terms were enriched among genes that had favorable associations with both pre- and post-challenge traits, and 3) terms related to protein localization and viral gene expression were enriched among genes that were associated with reduced performance and health traits after but not before the challenge. CONCLUSIONS: Gene expression profiles in blood from young healthy piglets provide insight into their performance when exposed to disease and other stressors. The expression of genes involved in stress response, heme metabolism, and baseline expression of host genes related to virus propagation were found to be associated with host response to disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07912-8. BioMed Central 2021-08-12 /pmc/articles/PMC8361860/ /pubmed/34384354 http://dx.doi.org/10.1186/s12864-021-07912-8 Text en © The Author(s) 2021 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 Article Lim, Kyu-Sang Cheng, Jian Putz, Austin Dong, Qian Bai, Xuechun Beiki, Hamid Tuggle, Christopher K. Dyck, Michael K. Canada, Pig Gen Fortin, Frederic Harding, John C. S. Plastow, Graham S. Dekkers, Jack C. M. Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title | Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title_full | Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title_fullStr | Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title_full_unstemmed | Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title_short | Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
title_sort | quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8361860/ https://www.ncbi.nlm.nih.gov/pubmed/34384354 http://dx.doi.org/10.1186/s12864-021-07912-8 |
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