Koomesh
Journal of Semnan University of Medical Sciences
Bioinformatics analysis of E. coli causing mastitis in Holstein dairy cattle by usingmicroarray data
Abstract
Introduction: Mastitis is the inflammation of the mammary gland. One of its major pathogens is Escherichia coli. In order to develop new strategies for prevention of E. coli causing mastitis, it is necessary to have a clear understanding of the details and molecular mechanisms involved in host immunological responses to the pathogen. In this study by using available transcriptomic data, bioinformatics analysis of the diseases was performed. Materials and Methods: The data in this study was extracted from GEO web site, based on Gilbert’s microarray study on the mammary tissue transcriptome. Protein-protein interactions (PPIs) were identified by using String database and PPI networks generated by using Cytoscape software. In order to recognize and cluster the hubs based on GO, the network analysis was carried out by using ClueGO-Clue-Pedia. Results: The PPI network resulted from differentially expressed genes (DEGs) in contaminated mammary tissue with E. coli crude lipo-polysaccharide (LPS) were determined after 3 and 6 hours. PPI network was performed from common segments of the two PPI networks. Analysis of this new network showed that genes (IL6, IFIH1, PARP14, IL1B, ISG15, GRO1IFIT3, CCL5, ICAM1, IRF9 and NOS2) had the greatest degree and function as hubs. The most significant biological processes (BP), molecular functions (MF), cellular compartments (CC), immunological system and dominant pathways based on KEGG database were identified through GO-based cluster analysis of the network. Conclusion: This study suggests that expansion of pathogen presence in the host tissue would lead to the increase in the number of interactions in the hub proteins. So these proteins can be introduced as drug targets.
Copyright
© 2015, Author(s). This open-access article is available under the Creative Commons Attribution 4.0 (CC BY 4.0) International License (https://creativecommons.org/licenses/by/4.0/), which allows for unrestricted use, distribution, and reproduction in any medium, provided that the original work is properly cited.
Similar Articles
Human Prolactinoma: A View of Protein-Protein Interaction Pattern
Zamanian Azodi M, Rezaei-Tavirani M, Rostami Nejad M, Rezaei-Tavirani M. Human Prolactinoma: A View of Protein-Protein Interaction Pattern. Int J Endocrinol Metab. 2018;16(4):e67332. doi: https://doi.org/10.5812/ijem.67332
Frequency of Some Important Exotoxin Genes in Pseudomonas aeruginosa Samples Isolated from Bovine Mastitis in Tabriz City in 2022
Mahdavi S, Dadashi S. Frequency of Some Important Exotoxin Genes in Pseudomonas aeruginosa Samples Isolated from Bovine Mastitis in Tabriz City in 2022. Gene Cell Tissue. 2024;11(1):e138803. doi: https://doi.org/10.5812/gct-138803
Protein-protein interaction network analysis of major depression disorder via proteomic approach from cerebrospinal fluid sample
Rezaei Tavirani M, Vafaei R, Mansouri V, Zamanian Azodi M. Protein-protein interaction network analysis of major depression disorder via proteomic approach from cerebrospinal fluid sample. koomesh. 2017;19(3):e152903. doi:
Frequency of Cytolethal Distending Toxin Genes in Escherichia coli Isolates from Bovine Mastitis in Tabriz City in 2020
Mahdavi S, Salimi M, Rahmani Kahnamoei J. Frequency of Cytolethal Distending Toxin Genes in Escherichia coli Isolates from Bovine Mastitis in Tabriz City in 2020. Gene Cell Tissue. 2023;10(2):e132228. doi: https://doi.org/10.5812/gct-132228
Comparison of Coliform Contamination and Endotoxin Levels in Raw Cow’s Milk
Afshari Asfidoajani F, Mohammadi Sichani M. Comparison of Coliform Contamination and Endotoxin Levels in Raw Cow’s Milk. Zahedan J Res Med Sci. 2018;20(5):e59333. doi: https://doi.org/10.5812/zjrms.59333
- Scopus by DOI: 0
Last Update: 1 week ago
- Scopus by Title: 3
Last Update: 1 week ago
- Scopus by Title (Ref): 0
Last Update: 1 week ago
- CrossRef: 0
Last Update: 5 days ago
Ordering Reprints
Articles are published under the Creative Commons license stated on each article. No permission or royalty fee is required for uses permitted by that license. CCC handles optional bulk and customized reprint orders. Any quotation covers production and delivery services only, not copyright permission. > Request Reprints from CCC
Author(s):