Cargando…

Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis

BACKGROUND: Swine streptococcosis has caused great economic loss in the swine industry, and the major pathogen responsible for this disease is Streptococcus Suis serotype 2 (SS2). Disease resistance breeding is a fundamental way of resolving this problem. With the development of GWAS and transcripto...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Zhe, Zhu, Haodan, Su, Yiqi, Meng, Yu, Lin, Huixing, He, Kongwang, Fan, Hongjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292034/
https://www.ncbi.nlm.nih.gov/pubmed/30541452
http://dx.doi.org/10.1186/s12864-018-5339-9
_version_ 1783380333039714304
author Ma, Zhe
Zhu, Haodan
Su, Yiqi
Meng, Yu
Lin, Huixing
He, Kongwang
Fan, Hongjie
author_facet Ma, Zhe
Zhu, Haodan
Su, Yiqi
Meng, Yu
Lin, Huixing
He, Kongwang
Fan, Hongjie
author_sort Ma, Zhe
collection PubMed
description BACKGROUND: Swine streptococcosis has caused great economic loss in the swine industry, and the major pathogen responsible for this disease is Streptococcus Suis serotype 2 (SS2). Disease resistance breeding is a fundamental way of resolving this problem. With the development of GWAS and transcriptomic microarray technology, we now have powerful research tools to identify SS2 resistance genes. RESULTS: In this research, we generated an F(2) generation of SS2 resistant C57BL/6 and SS2 susceptive A/J mice. With the F(2) generation of these two mice strains and GWAS analysis, we identified 286 significant mouse genome SNPs sites associated with the SS2 resistance trait. Gene expression profiles for C57BL/6 and A/J were analyzed under SS2 infection pressure by microarray. In total, 251 differentially expressed genes were identified between these two mouse strains during SS2 infection. After combining the GWAS and gene expression profile data, we located two genes that were significantly associated with SS2 resistance, which were the UBA domain containing 1 gene (Ubac1) and Epsin 1 gene (Epn 1). GO classification and over-representation analysis revealed nine up-regulated related to immune function, which could potentially be involved in the C57BL/6 SS2 resistance trait. CONCLUSION: This is the first study to use both SNP chip and gene express profile chip for SS2 resistance gene identification in mouse, and these results will contribute to swine SS2 resistance breeding. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5339-9) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-6292034
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-62920342018-12-17 Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis Ma, Zhe Zhu, Haodan Su, Yiqi Meng, Yu Lin, Huixing He, Kongwang Fan, Hongjie BMC Genomics Research Article BACKGROUND: Swine streptococcosis has caused great economic loss in the swine industry, and the major pathogen responsible for this disease is Streptococcus Suis serotype 2 (SS2). Disease resistance breeding is a fundamental way of resolving this problem. With the development of GWAS and transcriptomic microarray technology, we now have powerful research tools to identify SS2 resistance genes. RESULTS: In this research, we generated an F(2) generation of SS2 resistant C57BL/6 and SS2 susceptive A/J mice. With the F(2) generation of these two mice strains and GWAS analysis, we identified 286 significant mouse genome SNPs sites associated with the SS2 resistance trait. Gene expression profiles for C57BL/6 and A/J were analyzed under SS2 infection pressure by microarray. In total, 251 differentially expressed genes were identified between these two mouse strains during SS2 infection. After combining the GWAS and gene expression profile data, we located two genes that were significantly associated with SS2 resistance, which were the UBA domain containing 1 gene (Ubac1) and Epsin 1 gene (Epn 1). GO classification and over-representation analysis revealed nine up-regulated related to immune function, which could potentially be involved in the C57BL/6 SS2 resistance trait. CONCLUSION: This is the first study to use both SNP chip and gene express profile chip for SS2 resistance gene identification in mouse, and these results will contribute to swine SS2 resistance breeding. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5339-9) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-12 /pmc/articles/PMC6292034/ /pubmed/30541452 http://dx.doi.org/10.1186/s12864-018-5339-9 Text en © The Author(s). 2018 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
Ma, Zhe
Zhu, Haodan
Su, Yiqi
Meng, Yu
Lin, Huixing
He, Kongwang
Fan, Hongjie
Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title_full Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title_fullStr Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title_full_unstemmed Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title_short Screening of Streptococcus Suis serotype 2 resistance genes with GWAS and transcriptomic microarray analysis
title_sort screening of streptococcus suis serotype 2 resistance genes with gwas and transcriptomic microarray analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292034/
https://www.ncbi.nlm.nih.gov/pubmed/30541452
http://dx.doi.org/10.1186/s12864-018-5339-9
work_keys_str_mv AT mazhe screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT zhuhaodan screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT suyiqi screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT mengyu screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT linhuixing screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT hekongwang screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis
AT fanhongjie screeningofstreptococcussuisserotype2resistancegeneswithgwasandtranscriptomicmicroarrayanalysis