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Updated: Jul 18, 2025

A Fluorescence-based Method to Study Bacterial Gene Regulation in Infected Tissues
Published on: February 19, 2019
Functional network analysis identifies multiple virulence and antibiotic resistance targets in Stenotrophomonas
Larina Pinto1, Rajesh P Shastry2, Shivakiran Alva1
1Center for Bioinformatics, NITTE Deemed to be University, Mangaluru, 575018, India.
Abstract:
Stenotrophomonas maltophilia, an emerging multidrug-resistant opportunistic bacterium in humans is of major concern for immunocompromised individuals for causing pneumonia and bloodborne infections. This bacterial pathogen is associated with a considerable fatality/case ratio, with up to 100%, when presented as hemorrhagic fever. It is resistant to commonly used drugs as well as to antibiotic combinations. In-silico based functional network analysis is a key approach to get novel insights into virulence and resistance in pathogenic organisms. This study included the protein-protein interaction (PPI) network analysis of 150 specific genes identified for antibiotic resistance mechanism and virulence pathways. Eight proteins, namely, PilL, FliA, Smlt2260, Smlt2267, CheW, Smlt2318, CheZ, and FliM were identified as hub proteins. Further docking studies of 58 selected phytochemicals were performed against the identified hub proteins. Deoxytubulosine and corosolic acid were found to be potent inhibitors of hub proteins of pathogenic S. maltophilia based on protein-ligand interactive study. Further pharmacophore studies are warranted with these molecules to develop them as novel antibiotics against S. maltophilia.
Insights
Stenotrophomonas maltophilia, a multidrug-resistant bacterium, poses a threat to immunocompromised individuals. This study identified potential new antibiotic compounds, deoxytubulosine and corosolic acid, targeting key bacterial proteins.
Area of Science:
- * Medical microbiology
- * Computational biology
- * Cheminformatics
Background:
- * Stenotrophomonas maltophilia is an opportunistic pathogen causing severe infections like pneumonia and bloodstream infections, particularly in immunocompromised patients.
- * This bacterium exhibits resistance to multiple antibiotics, including combination therapies, necessitating novel treatment strategies.
- * High fatality rates, especially in cases of hemorrhagic fever, underscore the urgent need for effective interventions.
Purpose of the Study:
- * To investigate the virulence and antibiotic resistance mechanisms of Stenotrophomonas maltophilia using in-silico functional network analysis.
- * To identify potential therapeutic targets within the bacterium's protein-protein interaction (PPI) network.
- * To screen phytochemicals for their inhibitory potential against identified key bacterial proteins.
Main Methods:
- * Protein-protein interaction (PPI) network analysis was performed on 150 genes associated with antibiotic resistance and virulence.
- * Hub proteins within the PPI network were identified.
- * Molecular docking studies were conducted to evaluate the binding affinity of 58 selected phytochemicals against the identified hub proteins.
Main Results:
- * Eight hub proteins (PilL, FliA, Smlt2260, Smlt2267, CheW, Smlt2318, CheZ, and FliM) were identified as critical nodes in the S. maltophilia network.
- * Deoxytubulosine and corosolic acid demonstrated potent inhibitory activity against these hub proteins through protein-ligand interactions.
- * These phytochemicals show promise as potential inhibitors of pathogenic S. maltophilia.
Conclusions:
- * In-silico functional network analysis successfully identified key proteins involved in S. maltophilia pathogenesis and resistance.
- * Deoxytubulosine and corosolic acid are promising lead compounds for developing novel antibiotics against multidrug-resistant S. maltophilia.
- * Further pharmacophore studies are recommended to advance these compounds into potential therapeutic agents.
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