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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
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.
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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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