Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein

Abstract Background Paratuberculosis is a contagious, chronic and enteric disease in ruminants, which is caused by Mycobacterium avium subspecies paratuberculosis (MAP) infection, resulting in enormous economic losses worldwide. There is currently no effective cure for MAP infection or a vaccine, it...

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Main Authors: Yahui Gao, Jianping Jiang, Shaohua Yang, Jie Cao, Bo Han, Yachun Wang, Yi Zhang, Ying Yu, Shengli Zhang, Qin Zhang, Lingzhao Fang, Bonnie Cantrell, Dongxiao Sun
Format: Article
Language:English
Published: BMC 2018-12-01
Series:BMC Genomics
Subjects:
SNP
Online Access:http://link.springer.com/article/10.1186/s12864-018-5385-3
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author Yahui Gao
Jianping Jiang
Shaohua Yang
Jie Cao
Bo Han
Yachun Wang
Yi Zhang
Ying Yu
Shengli Zhang
Qin Zhang
Lingzhao Fang
Bonnie Cantrell
Dongxiao Sun
spellingShingle Yahui Gao
Jianping Jiang
Shaohua Yang
Jie Cao
Bo Han
Yachun Wang
Yi Zhang
Ying Yu
Shengli Zhang
Qin Zhang
Lingzhao Fang
Bonnie Cantrell
Dongxiao Sun
Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
BMC Genomics
GWAS
Paratuberculosis
SNP
Chinese Holstein
author_facet Yahui Gao
Jianping Jiang
Shaohua Yang
Jie Cao
Bo Han
Yachun Wang
Yi Zhang
Ying Yu
Shengli Zhang
Qin Zhang
Lingzhao Fang
Bonnie Cantrell
Dongxiao Sun
author_sort Yahui Gao
title Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
title_short Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
title_full Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
title_fullStr Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
title_full_unstemmed Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese Holstein
title_sort genome-wide association study of mycobacterium avium subspecies paratuberculosis infection in chinese holstein
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2018-12-01
description Abstract Background Paratuberculosis is a contagious, chronic and enteric disease in ruminants, which is caused by Mycobacterium avium subspecies paratuberculosis (MAP) infection, resulting in enormous economic losses worldwide. There is currently no effective cure for MAP infection or a vaccine, it is thus important to explore the genetic variants that contribute to host susceptibility to infection by MAP, which may provide a better understanding of the mechanisms of paratuberculosis and benefit animal genetic improvement. Herein we performed a genome-wide association study (GWAS) to identify genomic regions and candidate genes associated with susceptibility to MAP infection in dairy cattle. Results Using Illumina Bovine 50 K (54,609 SNPs) and GeneSeek HD (138,893 SNPs) chips, two analytical approaches were performed, GRAMMAR-GC and ROADTRIPS in 937 Chinese Holstein cows, among which individuals genotyped by the 50 K chip were imputed to HD SNPs with Beagle software. Consequently, 15 and 11 significant SNPs (P < 5 × 10− 5) were identified with GRAMMAR-GC and ROADTDRIPS, respectively. A total of 10 functional genes were in proximity to (i.e., within 1 Mb) these SNPs, including IL4, IL5, IL13, IRF1, MyD88, PACSIN1, DEF6, TDP2, ZAP70 and CSF2. Functional enrichment analysis showed that these genes were involved in immune related pathways, such as interleukin, T cell receptor signaling pathways and inflammatory bowel disease (IBD), implying their potential associations with susceptibility to MAP infection. In addition, by examining the publicly available cattle QTLdb, a previous QTL for MAP was found to be overlapped with one of regions detected currently at 32.5 Mb on BTA23, where the TDP2 gene was anchored. Conclusions In conclusion, we identified 26 SNPs located on 15 chromosomes in the Chinese Holstein population using two GWAS strategies with high density SNPs. Integrated analysis of GWAS, biological functions and the reported QTL information helps to detect positional candidate genes and the identification of regions associated with susceptibility to MAP traits in dairy cattle.
topic GWAS
Paratuberculosis
SNP
Chinese Holstein
url http://link.springer.com/article/10.1186/s12864-018-5385-3
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spelling doaj-4fdc93e201c04830add36167da2b9e182020-11-25T02:44:09ZengBMCBMC Genomics1471-21642018-12-0119111010.1186/s12864-018-5385-3Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese HolsteinYahui Gao0Jianping Jiang1Shaohua Yang2Jie Cao3Bo Han4Yachun Wang5Yi Zhang6Ying Yu7Shengli Zhang8Qin Zhang9Lingzhao Fang10Bonnie Cantrell11Dongxiao Sun12Key Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityCollege of Veterinary Medicine, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityDepartment of Animal and Avian Sciences, University of MarylandDepartment of Animal and Veterinary Sciences, University of VermontKey Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural UniversityAbstract Background Paratuberculosis is a contagious, chronic and enteric disease in ruminants, which is caused by Mycobacterium avium subspecies paratuberculosis (MAP) infection, resulting in enormous economic losses worldwide. There is currently no effective cure for MAP infection or a vaccine, it is thus important to explore the genetic variants that contribute to host susceptibility to infection by MAP, which may provide a better understanding of the mechanisms of paratuberculosis and benefit animal genetic improvement. Herein we performed a genome-wide association study (GWAS) to identify genomic regions and candidate genes associated with susceptibility to MAP infection in dairy cattle. Results Using Illumina Bovine 50 K (54,609 SNPs) and GeneSeek HD (138,893 SNPs) chips, two analytical approaches were performed, GRAMMAR-GC and ROADTRIPS in 937 Chinese Holstein cows, among which individuals genotyped by the 50 K chip were imputed to HD SNPs with Beagle software. Consequently, 15 and 11 significant SNPs (P < 5 × 10− 5) were identified with GRAMMAR-GC and ROADTDRIPS, respectively. A total of 10 functional genes were in proximity to (i.e., within 1 Mb) these SNPs, including IL4, IL5, IL13, IRF1, MyD88, PACSIN1, DEF6, TDP2, ZAP70 and CSF2. Functional enrichment analysis showed that these genes were involved in immune related pathways, such as interleukin, T cell receptor signaling pathways and inflammatory bowel disease (IBD), implying their potential associations with susceptibility to MAP infection. In addition, by examining the publicly available cattle QTLdb, a previous QTL for MAP was found to be overlapped with one of regions detected currently at 32.5 Mb on BTA23, where the TDP2 gene was anchored. Conclusions In conclusion, we identified 26 SNPs located on 15 chromosomes in the Chinese Holstein population using two GWAS strategies with high density SNPs. Integrated analysis of GWAS, biological functions and the reported QTL information helps to detect positional candidate genes and the identification of regions associated with susceptibility to MAP traits in dairy cattle.http://link.springer.com/article/10.1186/s12864-018-5385-3GWASParatuberculosisSNPChinese Holstein