Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems

The aim of the present study was to detect significant SNP (single-nucleotide polymorphism) effects and to annotate potential candidate genes for novel udder health traits in two different farming systems. We focused on specific mastitis pathogens and differential somatic cell fractions from 2198 ud...

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Main Authors: Patricia Wagner, Tong Yin, Kerstin Brügemann, Petra Engel, Christina Weimann, Karen Schlez, Sven König
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Animals
Subjects:
Online Access:https://www.mdpi.com/2076-2615/11/6/1839
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spelling doaj-9d35f83d05af4196b9ee852a3871000e2021-07-01T00:44:29ZengMDPI AGAnimals2076-26152021-06-01111839183910.3390/ani11061839Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming SystemsPatricia Wagner0Tong Yin1Kerstin Brügemann2Petra Engel3Christina Weimann4Karen Schlez5Sven König6Institute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyInstitute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyInstitute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyInstitute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyInstitute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyLandesbetrieb Hessisches Landeslabor, Schubertstraße 60, D-35392 Gießen, GermanyInstitute of Animal Breeding and Genetics, Justus-Liebig-University of Gießen, Ludwigstr. 21b, 35390 Giessen, GermanyThe aim of the present study was to detect significant SNP (single-nucleotide polymorphism) effects and to annotate potential candidate genes for novel udder health traits in two different farming systems. We focused on specific mastitis pathogens and differential somatic cell fractions from 2198 udder quarters of 537 genotyped Holstein Friesian cows. The farming systems comprised compost-bedded pack and conventional cubicle barns. We developed a computer algorithm for genome-wide association studies allowing the estimation of main SNP effects plus consideration of SNPs by farming system interactions. With regard to the main effect, 35 significant SNPs were detected on 14 different chromosomes for the cell fractions and the pathogens. Six SNPs were significant for the interaction effect with the farming system for most of the udder health traits. We inferred two possible candidate genes based on significant SNP interactions. <i>HEMK1</i> plays a role in the development of the immune system, depending on environmental stressors. <i>CHL1</i> is regulated in relation to stress level and influences immune system mechanisms. The significant interactions indicate that gene activity can fluctuate depending on environmental stressors. Phenotypically, the prevalence of mastitis indicators differed between systems, with a notably lower prevalence of minor bacterial indicators in compost systems.https://www.mdpi.com/2076-2615/11/6/1839genome-wide associationsgenotype by environment interactionnew free walk housingdifferential somatic cell fractionsudder health
collection DOAJ
language English
format Article
sources DOAJ
author Patricia Wagner
Tong Yin
Kerstin Brügemann
Petra Engel
Christina Weimann
Karen Schlez
Sven König
spellingShingle Patricia Wagner
Tong Yin
Kerstin Brügemann
Petra Engel
Christina Weimann
Karen Schlez
Sven König
Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
Animals
genome-wide associations
genotype by environment interaction
new free walk housing
differential somatic cell fractions
udder health
author_facet Patricia Wagner
Tong Yin
Kerstin Brügemann
Petra Engel
Christina Weimann
Karen Schlez
Sven König
author_sort Patricia Wagner
title Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
title_short Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
title_full Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
title_fullStr Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
title_full_unstemmed Genome-Wide Associations for Microscopic Differential Somatic Cell Count and Specific Mastitis Pathogens in Holstein Cows in Compost-Bedded Pack and Cubicle Farming Systems
title_sort genome-wide associations for microscopic differential somatic cell count and specific mastitis pathogens in holstein cows in compost-bedded pack and cubicle farming systems
publisher MDPI AG
series Animals
issn 2076-2615
publishDate 2021-06-01
description The aim of the present study was to detect significant SNP (single-nucleotide polymorphism) effects and to annotate potential candidate genes for novel udder health traits in two different farming systems. We focused on specific mastitis pathogens and differential somatic cell fractions from 2198 udder quarters of 537 genotyped Holstein Friesian cows. The farming systems comprised compost-bedded pack and conventional cubicle barns. We developed a computer algorithm for genome-wide association studies allowing the estimation of main SNP effects plus consideration of SNPs by farming system interactions. With regard to the main effect, 35 significant SNPs were detected on 14 different chromosomes for the cell fractions and the pathogens. Six SNPs were significant for the interaction effect with the farming system for most of the udder health traits. We inferred two possible candidate genes based on significant SNP interactions. <i>HEMK1</i> plays a role in the development of the immune system, depending on environmental stressors. <i>CHL1</i> is regulated in relation to stress level and influences immune system mechanisms. The significant interactions indicate that gene activity can fluctuate depending on environmental stressors. Phenotypically, the prevalence of mastitis indicators differed between systems, with a notably lower prevalence of minor bacterial indicators in compost systems.
topic genome-wide associations
genotype by environment interaction
new free walk housing
differential somatic cell fractions
udder health
url https://www.mdpi.com/2076-2615/11/6/1839
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