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Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle
BACKGROUND: Gastrointestinal nematodes (GIN), liver flukes (Fasciola hepatica) and bovine lungworms (Dictyocaulus viviparus) are the most important parasitic agents in pastured dairy cattle. Endoparasite infections are associated with reduced milk production and detrimental impacts on female fertili...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454736/ https://www.ncbi.nlm.nih.gov/pubmed/30961534 http://dx.doi.org/10.1186/s12864-019-5659-4 |
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author | May, Katharina Scheper, Carsten Brügemann, Kerstin Yin, Tong Strube, Christina Korkuć, Paula Brockmann, Gudrun A. König, Sven |
author_facet | May, Katharina Scheper, Carsten Brügemann, Kerstin Yin, Tong Strube, Christina Korkuć, Paula Brockmann, Gudrun A. König, Sven |
author_sort | May, Katharina |
collection | PubMed |
description | BACKGROUND: Gastrointestinal nematodes (GIN), liver flukes (Fasciola hepatica) and bovine lungworms (Dictyocaulus viviparus) are the most important parasitic agents in pastured dairy cattle. Endoparasite infections are associated with reduced milk production and detrimental impacts on female fertility, contributing to economic losses in affected farms. In quantitative-genetic studies, the heritabilities for GIN and F. hepatica were moderate, encouraging studies on genomic scales. Genome-wide association studies (GWAS) based on dense single nucleotide polymorphism (SNP) marker panels allow exploration of the underlying genomic architecture of complex disease traits. The current GWAS combined the identification of potential candidate genes with pathway analyses to obtain deeper insights into bovine immune response and the mechanisms of resistance against endoparasite infections. RESULTS: A 2-step approach was applied to infer genome-wide associations in an endangered dual-purpose cattle subpopulation [Deutsches Schwarzbuntes Niederungsrind (DSN)] with a limited number of phenotypic records. First, endoparasite traits from a population of 1166 Black and White dairy cows [including Holstein Friesian (HF) and DSN] naturally infected with GIN, F. hepatica and D. viviparus were precorrected for fixed effects using linear mixed models. Afterwards, the precorrected phenotypes were the dependent traits (rFEC-GIN, rFEC-FH, and rFLC-DV) in GWAS based on 423,654 SNPs from 148 DSN cows. We identified 44 SNPs above the genome-wide significance threshold (p(Bonf) = 4.47 × 10(− 7)), and 145 associations surpassed the chromosome-wide significance threshold (range: 7.47 × 10(− 6) on BTA 1 to 2.18 × 10(− 5) on BTA 28). The associated SNPs identified were annotated to 23 candidate genes. The DAVID analysis inferred four pathways as being related to immune response mechanisms or involved in host-parasite interactions. SNP effect correlations considering specific chromosome segments indicate that breeding for resistance to GIN or F. hepatica as measured by fecal egg counts is genetically associated with a higher risk for udder infections. CONCLUSIONS: We detected a large number of loci with small to moderate effects for endoparasite resistance. The potential candidate genes regulating resistance identified were pathogen-specific. Genetic antagonistic associations between disease resistance and productivity were specific for specific chromosome segments. The 2-step approach was a valid methodological approach to infer genetic mechanisms in an endangered breed with a limited number of phenotypic records. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5659-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6454736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64547362019-04-19 Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle May, Katharina Scheper, Carsten Brügemann, Kerstin Yin, Tong Strube, Christina Korkuć, Paula Brockmann, Gudrun A. König, Sven BMC Genomics Research Article BACKGROUND: Gastrointestinal nematodes (GIN), liver flukes (Fasciola hepatica) and bovine lungworms (Dictyocaulus viviparus) are the most important parasitic agents in pastured dairy cattle. Endoparasite infections are associated with reduced milk production and detrimental impacts on female fertility, contributing to economic losses in affected farms. In quantitative-genetic studies, the heritabilities for GIN and F. hepatica were moderate, encouraging studies on genomic scales. Genome-wide association studies (GWAS) based on dense single nucleotide polymorphism (SNP) marker panels allow exploration of the underlying genomic architecture of complex disease traits. The current GWAS combined the identification of potential candidate genes with pathway analyses to obtain deeper insights into bovine immune response and the mechanisms of resistance against endoparasite infections. RESULTS: A 2-step approach was applied to infer genome-wide associations in an endangered dual-purpose cattle subpopulation [Deutsches Schwarzbuntes Niederungsrind (DSN)] with a limited number of phenotypic records. First, endoparasite traits from a population of 1166 Black and White dairy cows [including Holstein Friesian (HF) and DSN] naturally infected with GIN, F. hepatica and D. viviparus were precorrected for fixed effects using linear mixed models. Afterwards, the precorrected phenotypes were the dependent traits (rFEC-GIN, rFEC-FH, and rFLC-DV) in GWAS based on 423,654 SNPs from 148 DSN cows. We identified 44 SNPs above the genome-wide significance threshold (p(Bonf) = 4.47 × 10(− 7)), and 145 associations surpassed the chromosome-wide significance threshold (range: 7.47 × 10(− 6) on BTA 1 to 2.18 × 10(− 5) on BTA 28). The associated SNPs identified were annotated to 23 candidate genes. The DAVID analysis inferred four pathways as being related to immune response mechanisms or involved in host-parasite interactions. SNP effect correlations considering specific chromosome segments indicate that breeding for resistance to GIN or F. hepatica as measured by fecal egg counts is genetically associated with a higher risk for udder infections. CONCLUSIONS: We detected a large number of loci with small to moderate effects for endoparasite resistance. The potential candidate genes regulating resistance identified were pathogen-specific. Genetic antagonistic associations between disease resistance and productivity were specific for specific chromosome segments. The 2-step approach was a valid methodological approach to infer genetic mechanisms in an endangered breed with a limited number of phenotypic records. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5659-4) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-08 /pmc/articles/PMC6454736/ /pubmed/30961534 http://dx.doi.org/10.1186/s12864-019-5659-4 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article May, Katharina Scheper, Carsten Brügemann, Kerstin Yin, Tong Strube, Christina Korkuć, Paula Brockmann, Gudrun A. König, Sven Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title | Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title_full | Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title_fullStr | Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title_full_unstemmed | Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title_short | Genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native German Black Pied cattle |
title_sort | genome-wide associations and functional gene analyses for endoparasite resistance in an endangered population of native german black pied cattle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454736/ https://www.ncbi.nlm.nih.gov/pubmed/30961534 http://dx.doi.org/10.1186/s12864-019-5659-4 |
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