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Published on: July 3, 2016
Gene and Protein Network Analysis of AmpC β Lactamase
P Anitha1, Susmita Bag1, Anand Anbarasu1
1Bioinformatics Division, School of Biosciences & Technology (SBST), VIT University, Vellore, 632014, India.
Abstract:
AmpC β-lactamase is a cephalosporinase, which exhibits resistance against all existing β-lactam antibiotics except carbapenems. Their occurrence in many bacterial pathogens poses a threat to public health and is a growing concern in the medical world. The ampC gene is highly inducible in the presence of β-lactam antibiotics and can be expressed in high levels due to mutation. This inducible expression is regulated by several functional genes. Several studies on functional relationship of these genes and its resistance mechanisms are carried out but it still lacks comprehensible evidences. Thus, in our current study, we used computational gene networks to analyze ampC gene. Based on its interaction type, co-expression, Gene Ontology, and text mining, a functional interaction network is constructed. Around 247 functional genes in 15 different bacterial genus have a functional association with ampC gene. It is predicted that 19.8% ampD, 13.3% frdD, 8.5% gcvA, 2.4% ampR, and 55.7% of other functional partners are associated with ampC gene. Our present study provides a glimpse about the functional gene network of ampC gene and also provides the integrated evidence for ampC gene in regulating the β-lactamase production and its role in antibiotic resistance.
Insights
Computational gene networks reveal functional associations of the ampC gene, a key factor in bacterial antibiotic resistance. Understanding these networks aids in combating resistance to essential cephalosporin antibiotics.
Area of Science:
- Microbiology
- Genetics
- Bioinformatics
Background:
- AmpC β-lactamase confers resistance to cephalosporins, posing a significant public health threat.
- The ampC gene's expression is inducible and regulated by multiple genes, but their functional relationships are not fully understood.
Purpose of the Study:
- To analyze the ampC gene using computational gene networks.
- To construct a functional interaction network for the ampC gene based on various biological data.
Main Methods:
- Construction of a functional interaction network for the ampC gene.
- Analysis of gene interaction types, co-expression, Gene Ontology, and text mining data.
Main Results:
- A network of 247 functional genes associated with ampC across 15 bacterial genera was constructed.
- Key associated genes include ampD (19.8%), frdD (13.3%), gcvA (8.5%), and ampR (2.4%).
Conclusions:
- The study provides insights into the functional gene network regulating ampC.
- Integrated evidence supports the ampC gene's role in regulating β-lactamase production and antibiotic resistance.
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