Cargando…
Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data
Bovine paratuberculosis (PTB), caused by Mycobacterium avium subsp. paratuberculosis (MAP), is a chronic granulomatous enteritis that affects cattle worldwide. According to their severity and extension, PTB-associated histological lesions have been classified into the following groups; focal, multif...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505495/ https://www.ncbi.nlm.nih.gov/pubmed/34635747 http://dx.doi.org/10.1038/s41598-021-99672-4 |
_version_ | 1784581545350135808 |
---|---|
author | Canive, Maria Badia-Bringué, Gerard Vázquez, Patricia González-Recio, Oscar Fernández, Almudena Garrido, Joseba M. Juste, Ramón A. Alonso-Hearn, Marta |
author_facet | Canive, Maria Badia-Bringué, Gerard Vázquez, Patricia González-Recio, Oscar Fernández, Almudena Garrido, Joseba M. Juste, Ramón A. Alonso-Hearn, Marta |
author_sort | Canive, Maria |
collection | PubMed |
description | Bovine paratuberculosis (PTB), caused by Mycobacterium avium subsp. paratuberculosis (MAP), is a chronic granulomatous enteritis that affects cattle worldwide. According to their severity and extension, PTB-associated histological lesions have been classified into the following groups; focal, multifocal, and diffuse. It is unknown whether these lesions represent sequential stages or divergent outcomes. In the current study, the associations between host genetic and pathology were explored by genotyping 813 Spanish Holstein cows with no visible lesions (N = 373) and with focal (N = 371), multifocal (N = 33), and diffuse (N = 33) lesions in gut tissues and regional lymph nodes. DNA from peripheral blood samples of these animals was genotyped with the bovine EuroG MD Bead Chip, and the corresponding genotypes were imputed to whole-genome sequencing (WGS) data using the 1000 Bull genomes reference population. A genome-wide association study (GWAS) was performed using the WGS data and the presence or absence of each type of histological lesion in a case–control approach. A total of 192 and 92 single nucleotide polymorphisms (SNPs) defining 13 and 9 distinct quantitative trait loci (QTLs) were highly-associated (P ≤ 5 × 10(−7)) with the multifocal (heritability = 0.075) and the diffuse (heritability = 0.189) lesions, respectively. No overlap was seen in the SNPs controlling these distinct pathological outcomes. The identified QTLs overlapped with some QTLs previously associated with PTB susceptibility, bovine tuberculosis susceptibility, clinical mastitis, somatic cell score, bovine respiratory disease susceptibility, tick resistance, IgG level, and length of productive life. Pathway analysis with candidate genes overlapping the identified QTLs revealed a significant enrichment of the keratinization pathway and cholesterol metabolism in the animals with multifocal and diffuse lesions, respectively. To test whether the enrichment of SNP variants in candidate genes involved in the cholesterol metabolism was associated with the diffuse lesions; the levels of total cholesterol were measured in plasma samples of cattle with focal, multifocal, or diffuse lesions or with no visible lesions. Our results showed reduced levels of plasma cholesterol in cattle with diffuse lesions. Taken together, our findings suggested that the variation in MAP-associated pathological outcomes might be, in part, genetically determined and indicative of distinct host responses. |
format | Online Article Text |
id | pubmed-8505495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85054952021-10-13 Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data Canive, Maria Badia-Bringué, Gerard Vázquez, Patricia González-Recio, Oscar Fernández, Almudena Garrido, Joseba M. Juste, Ramón A. Alonso-Hearn, Marta Sci Rep Article Bovine paratuberculosis (PTB), caused by Mycobacterium avium subsp. paratuberculosis (MAP), is a chronic granulomatous enteritis that affects cattle worldwide. According to their severity and extension, PTB-associated histological lesions have been classified into the following groups; focal, multifocal, and diffuse. It is unknown whether these lesions represent sequential stages or divergent outcomes. In the current study, the associations between host genetic and pathology were explored by genotyping 813 Spanish Holstein cows with no visible lesions (N = 373) and with focal (N = 371), multifocal (N = 33), and diffuse (N = 33) lesions in gut tissues and regional lymph nodes. DNA from peripheral blood samples of these animals was genotyped with the bovine EuroG MD Bead Chip, and the corresponding genotypes were imputed to whole-genome sequencing (WGS) data using the 1000 Bull genomes reference population. A genome-wide association study (GWAS) was performed using the WGS data and the presence or absence of each type of histological lesion in a case–control approach. A total of 192 and 92 single nucleotide polymorphisms (SNPs) defining 13 and 9 distinct quantitative trait loci (QTLs) were highly-associated (P ≤ 5 × 10(−7)) with the multifocal (heritability = 0.075) and the diffuse (heritability = 0.189) lesions, respectively. No overlap was seen in the SNPs controlling these distinct pathological outcomes. The identified QTLs overlapped with some QTLs previously associated with PTB susceptibility, bovine tuberculosis susceptibility, clinical mastitis, somatic cell score, bovine respiratory disease susceptibility, tick resistance, IgG level, and length of productive life. Pathway analysis with candidate genes overlapping the identified QTLs revealed a significant enrichment of the keratinization pathway and cholesterol metabolism in the animals with multifocal and diffuse lesions, respectively. To test whether the enrichment of SNP variants in candidate genes involved in the cholesterol metabolism was associated with the diffuse lesions; the levels of total cholesterol were measured in plasma samples of cattle with focal, multifocal, or diffuse lesions or with no visible lesions. Our results showed reduced levels of plasma cholesterol in cattle with diffuse lesions. Taken together, our findings suggested that the variation in MAP-associated pathological outcomes might be, in part, genetically determined and indicative of distinct host responses. Nature Publishing Group UK 2021-10-11 /pmc/articles/PMC8505495/ /pubmed/34635747 http://dx.doi.org/10.1038/s41598-021-99672-4 Text en © The Author(s) 2021, corrected publication 2021 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/) . |
spellingShingle | Article Canive, Maria Badia-Bringué, Gerard Vázquez, Patricia González-Recio, Oscar Fernández, Almudena Garrido, Joseba M. Juste, Ramón A. Alonso-Hearn, Marta Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title | Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title_full | Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title_fullStr | Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title_full_unstemmed | Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title_short | Identification of loci associated with pathological outcomes in Holstein cattle infected with Mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
title_sort | identification of loci associated with pathological outcomes in holstein cattle infected with mycobacterium avium subsp. paratuberculosis using whole-genome sequence data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505495/ https://www.ncbi.nlm.nih.gov/pubmed/34635747 http://dx.doi.org/10.1038/s41598-021-99672-4 |
work_keys_str_mv | AT canivemaria identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT badiabringuegerard identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT vazquezpatricia identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT gonzalezreciooscar identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT fernandezalmudena identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT garridojosebam identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT justeramona identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata AT alonsohearnmarta identificationoflociassociatedwithpathologicaloutcomesinholsteincattleinfectedwithmycobacteriumaviumsubspparatuberculosisusingwholegenomesequencedata |