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Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs

BACKGROUND: The gut microbiota influences host performance playing a relevant role in homeostasis and function of the immune system. The aim of the present work was to identify microbial signatures linked to immunity traits and to characterize the contribution of host-genome and gut microbiota to th...

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Autores principales: Ramayo-Caldas, Yuliaxis, Zingaretti, Laura M., Pérez-Pascual, David, Alexandre, Pamela A., Reverter, Antonio, Dalmau, Antoni, Quintanilla, Raquel, Ballester, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543910/
https://www.ncbi.nlm.nih.gov/pubmed/34689834
http://dx.doi.org/10.1186/s42523-021-00138-9
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author Ramayo-Caldas, Yuliaxis
Zingaretti, Laura M.
Pérez-Pascual, David
Alexandre, Pamela A.
Reverter, Antonio
Dalmau, Antoni
Quintanilla, Raquel
Ballester, Maria
author_facet Ramayo-Caldas, Yuliaxis
Zingaretti, Laura M.
Pérez-Pascual, David
Alexandre, Pamela A.
Reverter, Antonio
Dalmau, Antoni
Quintanilla, Raquel
Ballester, Maria
author_sort Ramayo-Caldas, Yuliaxis
collection PubMed
description BACKGROUND: The gut microbiota influences host performance playing a relevant role in homeostasis and function of the immune system. The aim of the present work was to identify microbial signatures linked to immunity traits and to characterize the contribution of host-genome and gut microbiota to the immunocompetence in healthy pigs. RESULTS: To achieve this goal, we undertook a combination of network, mixed model and microbial-wide association studies (MWAS) for 21 immunity traits and the relative abundance of gut bacterial communities in 389 pigs genotyped for 70K SNPs. The heritability (h(2); proportion of phenotypic variance explained by the host genetics) and microbiability (m(2); proportion of variance explained by the microbial composition) showed similar values for most of the analyzed immunity traits, except for both IgM and IgG in plasma that was dominated by the host genetics, and the haptoglobin in serum which was the trait with larger m(2) (0.275) compared to h(2) (0.138). Results from the MWAS suggested a polymicrobial nature of the immunocompetence in pigs and revealed associations between pigs gut microbiota composition and 15 of the analyzed traits. The lymphocytes phagocytic capacity (quantified as mean fluorescence) and the total number of monocytes in blood were the traits associated with the largest number of taxa (6 taxa). Among the associations identified by MWAS, 30% were confirmed by an information theory network approach. The strongest confirmed associations were between Fibrobacter and phagocytic capacity of lymphocytes (r = 0.37), followed by correlations between Streptococcus and the percentage of phagocytic lymphocytes (r = -0.34) and between Megasphaera and serum concentration of haptoglobin (r = 0.26). In the interaction network, Streptococcus and percentage of phagocytic lymphocytes were the keystone bacterial and immune-trait, respectively. CONCLUSIONS: Overall, our findings reveal an important connection between gut microbiota composition and immunity traits in pigs, and highlight the need to consider both sources of information, host genome and microbial levels, to accurately characterize immunocompetence in pigs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-021-00138-9.
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spelling pubmed-85439102021-10-26 Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs Ramayo-Caldas, Yuliaxis Zingaretti, Laura M. Pérez-Pascual, David Alexandre, Pamela A. Reverter, Antonio Dalmau, Antoni Quintanilla, Raquel Ballester, Maria Anim Microbiome Research Article BACKGROUND: The gut microbiota influences host performance playing a relevant role in homeostasis and function of the immune system. The aim of the present work was to identify microbial signatures linked to immunity traits and to characterize the contribution of host-genome and gut microbiota to the immunocompetence in healthy pigs. RESULTS: To achieve this goal, we undertook a combination of network, mixed model and microbial-wide association studies (MWAS) for 21 immunity traits and the relative abundance of gut bacterial communities in 389 pigs genotyped for 70K SNPs. The heritability (h(2); proportion of phenotypic variance explained by the host genetics) and microbiability (m(2); proportion of variance explained by the microbial composition) showed similar values for most of the analyzed immunity traits, except for both IgM and IgG in plasma that was dominated by the host genetics, and the haptoglobin in serum which was the trait with larger m(2) (0.275) compared to h(2) (0.138). Results from the MWAS suggested a polymicrobial nature of the immunocompetence in pigs and revealed associations between pigs gut microbiota composition and 15 of the analyzed traits. The lymphocytes phagocytic capacity (quantified as mean fluorescence) and the total number of monocytes in blood were the traits associated with the largest number of taxa (6 taxa). Among the associations identified by MWAS, 30% were confirmed by an information theory network approach. The strongest confirmed associations were between Fibrobacter and phagocytic capacity of lymphocytes (r = 0.37), followed by correlations between Streptococcus and the percentage of phagocytic lymphocytes (r = -0.34) and between Megasphaera and serum concentration of haptoglobin (r = 0.26). In the interaction network, Streptococcus and percentage of phagocytic lymphocytes were the keystone bacterial and immune-trait, respectively. CONCLUSIONS: Overall, our findings reveal an important connection between gut microbiota composition and immunity traits in pigs, and highlight the need to consider both sources of information, host genome and microbial levels, to accurately characterize immunocompetence in pigs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-021-00138-9. BioMed Central 2021-10-24 /pmc/articles/PMC8543910/ /pubmed/34689834 http://dx.doi.org/10.1186/s42523-021-00138-9 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/) .
spellingShingle Research Article
Ramayo-Caldas, Yuliaxis
Zingaretti, Laura M.
Pérez-Pascual, David
Alexandre, Pamela A.
Reverter, Antonio
Dalmau, Antoni
Quintanilla, Raquel
Ballester, Maria
Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title_full Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title_fullStr Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title_full_unstemmed Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title_short Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
title_sort leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543910/
https://www.ncbi.nlm.nih.gov/pubmed/34689834
http://dx.doi.org/10.1186/s42523-021-00138-9
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