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Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs
Genetic variation in the pig genome partially modulates the composition of porcine gut microbial communities. Previous studies have been focused on the association between single nucleotide polymorphisms (SNPs) and the gut microbiota, but little is known about the relationship between structural var...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10433821/ https://www.ncbi.nlm.nih.gov/pubmed/37255458 http://dx.doi.org/10.1128/spectrum.05271-22 |
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author | Ramayo-Caldas, Yuliaxis Crespo-Piazuelo, Daniel Morata, Jordi González-Rodríguez, Olga Sebastià, Cristina Castello, Anna Dalmau, Antoni Ramos-Onsins, Sebastian Alexiou, Konstantinos G. Folch, Josep M. Quintanilla, Raquel Ballester, Maria |
author_facet | Ramayo-Caldas, Yuliaxis Crespo-Piazuelo, Daniel Morata, Jordi González-Rodríguez, Olga Sebastià, Cristina Castello, Anna Dalmau, Antoni Ramos-Onsins, Sebastian Alexiou, Konstantinos G. Folch, Josep M. Quintanilla, Raquel Ballester, Maria |
author_sort | Ramayo-Caldas, Yuliaxis |
collection | PubMed |
description | Genetic variation in the pig genome partially modulates the composition of porcine gut microbial communities. Previous studies have been focused on the association between single nucleotide polymorphisms (SNPs) and the gut microbiota, but little is known about the relationship between structural variants and fecal microbial traits. The main goal of this study was to explore the association between porcine genome copy number variants (CNVs) and the diversity and composition of pig fecal microbiota. For this purpose, we used whole-genome sequencing data to undertake a comprehensive identification of CNVs followed by a genome-wide association analysis between the estimated CNV status and the fecal bacterial diversity in a commercial Duroc pig population. A CNV predicted as gain (DUP) partially harboring ABCC2-DNMBP loci was associated with richness (P = 5.41 × 10(−5), false discovery rate [FDR] = 0.022) and Shannon α-diversity (P = 1.42 × 10(−4), FDR = 0.057). The in silico predicted gain of copies was validated by real-time quantitative PCR (qPCR), and its segregation, and positive association with the richness and Shannon α-diversity of the porcine fecal bacterial ecosystem was confirmed in an unrelated F1 (Duroc × Iberian) cross. Our results advise the relevance of considering the role of host-genome structural variants as potential modulators of microbial ecosystems and suggest the ABCC2-DNMBP CNV as a host-genetic factor for the modulation of the diversity and composition of the fecal microbiota in pigs. IMPORTANCE A better understanding of the environmental and host factors modulating gut microbiomes is a topic of greatest interest. Recent evidence suggests that genetic variation in the pig genome partially controls the composition of porcine gut microbiota. However, since previous studies have been focused on the association between single nucleotide polymorphisms and the fecal microbiota, little is known about the relationship between other sources of genetic variation, like the structural variants and microbial traits. Here, we identified, experimentally validated, and replicated in an independent population a positive link between the gain of copies of ABCC2-DNMBP loci and the diversity and composition of pig fecal microbiota. Our results advise the relevance of considering the role of host-genome structural variants as putative modulators of microbial ecosystems and open the possibility of implementing novel holobiont-based management strategies in breeding programs for the simultaneous improvement of microbial traits and host performance. |
format | Online Article Text |
id | pubmed-10433821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-104338212023-08-18 Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs Ramayo-Caldas, Yuliaxis Crespo-Piazuelo, Daniel Morata, Jordi González-Rodríguez, Olga Sebastià, Cristina Castello, Anna Dalmau, Antoni Ramos-Onsins, Sebastian Alexiou, Konstantinos G. Folch, Josep M. Quintanilla, Raquel Ballester, Maria Microbiol Spectr Research Article Genetic variation in the pig genome partially modulates the composition of porcine gut microbial communities. Previous studies have been focused on the association between single nucleotide polymorphisms (SNPs) and the gut microbiota, but little is known about the relationship between structural variants and fecal microbial traits. The main goal of this study was to explore the association between porcine genome copy number variants (CNVs) and the diversity and composition of pig fecal microbiota. For this purpose, we used whole-genome sequencing data to undertake a comprehensive identification of CNVs followed by a genome-wide association analysis between the estimated CNV status and the fecal bacterial diversity in a commercial Duroc pig population. A CNV predicted as gain (DUP) partially harboring ABCC2-DNMBP loci was associated with richness (P = 5.41 × 10(−5), false discovery rate [FDR] = 0.022) and Shannon α-diversity (P = 1.42 × 10(−4), FDR = 0.057). The in silico predicted gain of copies was validated by real-time quantitative PCR (qPCR), and its segregation, and positive association with the richness and Shannon α-diversity of the porcine fecal bacterial ecosystem was confirmed in an unrelated F1 (Duroc × Iberian) cross. Our results advise the relevance of considering the role of host-genome structural variants as potential modulators of microbial ecosystems and suggest the ABCC2-DNMBP CNV as a host-genetic factor for the modulation of the diversity and composition of the fecal microbiota in pigs. IMPORTANCE A better understanding of the environmental and host factors modulating gut microbiomes is a topic of greatest interest. Recent evidence suggests that genetic variation in the pig genome partially controls the composition of porcine gut microbiota. However, since previous studies have been focused on the association between single nucleotide polymorphisms and the fecal microbiota, little is known about the relationship between other sources of genetic variation, like the structural variants and microbial traits. Here, we identified, experimentally validated, and replicated in an independent population a positive link between the gain of copies of ABCC2-DNMBP loci and the diversity and composition of pig fecal microbiota. Our results advise the relevance of considering the role of host-genome structural variants as putative modulators of microbial ecosystems and open the possibility of implementing novel holobiont-based management strategies in breeding programs for the simultaneous improvement of microbial traits and host performance. American Society for Microbiology 2023-05-31 /pmc/articles/PMC10433821/ /pubmed/37255458 http://dx.doi.org/10.1128/spectrum.05271-22 Text en Copyright © 2023 Ramayo-Caldas et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Ramayo-Caldas, Yuliaxis Crespo-Piazuelo, Daniel Morata, Jordi González-Rodríguez, Olga Sebastià, Cristina Castello, Anna Dalmau, Antoni Ramos-Onsins, Sebastian Alexiou, Konstantinos G. Folch, Josep M. Quintanilla, Raquel Ballester, Maria Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title | Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title_full | Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title_fullStr | Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title_full_unstemmed | Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title_short | Copy Number Variation on ABCC2-DNMBP Loci Affects the Diversity and Composition of the Fecal Microbiota in Pigs |
title_sort | copy number variation on abcc2-dnmbp loci affects the diversity and composition of the fecal microbiota in pigs |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10433821/ https://www.ncbi.nlm.nih.gov/pubmed/37255458 http://dx.doi.org/10.1128/spectrum.05271-22 |
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