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Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli
Mastitis is one of the most important diseases of dairy cattle. It is an infectious disease leading to an inflammatory reaction in the cow's mammary gland. Escherichia coli is one of the common bacteria which induce mastitis in cows. The aim of this study was to identify key genes and potential...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9281188/ https://www.ncbi.nlm.nih.gov/pubmed/35834114 http://dx.doi.org/10.1007/s10528-022-10254-z |
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author | Darang, Elham Pezeshkian, Zahra Mirhoseini, Seyed Ziaeddin Ghovvati, Shahrokh |
author_facet | Darang, Elham Pezeshkian, Zahra Mirhoseini, Seyed Ziaeddin Ghovvati, Shahrokh |
author_sort | Darang, Elham |
collection | PubMed |
description | Mastitis is one of the most important diseases of dairy cattle. It is an infectious disease leading to an inflammatory reaction in the cow's mammary gland. Escherichia coli is one of the common bacteria which induce mastitis in cows. The aim of this study was to identify key genes and potential pathways associated with mastitis induced by E. coli in dairy cattle using bioinformatics analysis. The gene expression profile of ten samples including five adjacent tissues from a quarter infected with Escherichia coli and five tissues from a healthy quarter of dairy cattle was assessed using GEO2R. Gene ontology and pathway analysis were performed using bioinformatics tools. A total of 156 differentially expressed genes were detected which 95 genes were upregulated and 61 genes were downregulated in adjacent tissue of quarter infected compared with healthy tissue. Cellular oxidant detoxification and oxidation–reduction process were the most significant biological process terms in gene ontology analysis. The most important pathways of DEGs were the biosynthesis of amino acids, p53 signaling pathway, and Metabolic pathways. Three important modules were identified and their path enrichment analysis was performed. There are 10 core genes, among which SOD2, COL1A2, COL3A1, POSTN, ALDH18A1, and CBS may be the main genes associated with mastitis, which can be considered as candidate genes in the prevention and carly diagnosis program of mastitis. |
format | Online Article Text |
id | pubmed-9281188 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-92811882022-07-14 Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli Darang, Elham Pezeshkian, Zahra Mirhoseini, Seyed Ziaeddin Ghovvati, Shahrokh Biochem Genet Original Article Mastitis is one of the most important diseases of dairy cattle. It is an infectious disease leading to an inflammatory reaction in the cow's mammary gland. Escherichia coli is one of the common bacteria which induce mastitis in cows. The aim of this study was to identify key genes and potential pathways associated with mastitis induced by E. coli in dairy cattle using bioinformatics analysis. The gene expression profile of ten samples including five adjacent tissues from a quarter infected with Escherichia coli and five tissues from a healthy quarter of dairy cattle was assessed using GEO2R. Gene ontology and pathway analysis were performed using bioinformatics tools. A total of 156 differentially expressed genes were detected which 95 genes were upregulated and 61 genes were downregulated in adjacent tissue of quarter infected compared with healthy tissue. Cellular oxidant detoxification and oxidation–reduction process were the most significant biological process terms in gene ontology analysis. The most important pathways of DEGs were the biosynthesis of amino acids, p53 signaling pathway, and Metabolic pathways. Three important modules were identified and their path enrichment analysis was performed. There are 10 core genes, among which SOD2, COL1A2, COL3A1, POSTN, ALDH18A1, and CBS may be the main genes associated with mastitis, which can be considered as candidate genes in the prevention and carly diagnosis program of mastitis. Springer US 2022-07-14 2023 /pmc/articles/PMC9281188/ /pubmed/35834114 http://dx.doi.org/10.1007/s10528-022-10254-z Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Darang, Elham Pezeshkian, Zahra Mirhoseini, Seyed Ziaeddin Ghovvati, Shahrokh Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title | Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title_full | Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title_fullStr | Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title_full_unstemmed | Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title_short | Identification of Key Genes and Potential Pathways Associated with Mastitis Induced by E. coli |
title_sort | identification of key genes and potential pathways associated with mastitis induced by e. coli |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9281188/ https://www.ncbi.nlm.nih.gov/pubmed/35834114 http://dx.doi.org/10.1007/s10528-022-10254-z |
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