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Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations

INTRODUCTION: Antimicrobial resistance (AMR) is a serious global threat. Identification of novel antibacterial targets is urgently warranted to help antimicrobial drug discovery programs. This study attempted identification of potential targets in two important pathogens Pseudomonas aeruginosa and S...

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Autores principales: Ruparel, Feny J., Shah, Siddhi K., Patel, Jhanvi H., Thakkar, Nidhi R., Gajera, Gemini N., Kothari, Vijay O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AboutScience 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10238913/
https://www.ncbi.nlm.nih.gov/pubmed/37275512
http://dx.doi.org/10.33393/dti.2022.2595
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author Ruparel, Feny J.
Shah, Siddhi K.
Patel, Jhanvi H.
Thakkar, Nidhi R.
Gajera, Gemini N.
Kothari, Vijay O.
author_facet Ruparel, Feny J.
Shah, Siddhi K.
Patel, Jhanvi H.
Thakkar, Nidhi R.
Gajera, Gemini N.
Kothari, Vijay O.
author_sort Ruparel, Feny J.
collection PubMed
description INTRODUCTION: Antimicrobial resistance (AMR) is a serious global threat. Identification of novel antibacterial targets is urgently warranted to help antimicrobial drug discovery programs. This study attempted identification of potential targets in two important pathogens Pseudomonas aeruginosa and Staphylococcus aureus. METHODS: Transcriptomes of P. aeruginosa and S. aureus exposed to two different quorum-modulatory polyherbal formulations were subjected to network analysis to identify the most highly networked differentially expressed genes (hubs) as potential anti-virulence targets. RESULTS: Genes associated with denitrification and sulfur metabolism emerged as the most important targets in P. aeruginosa. Increased buildup of nitrite (NO(2)) in P. aeruginosa culture exposed to the polyherbal formulation Panchvalkal was confirmed through in vitro assay too. Generation of nitrosative stress and inducing sulfur starvation seemed to be effective anti-pathogenic strategies against this notorious gram-negative pathogen. Important targets identified in S. aureus were the transcriptional regulator sarA, immunoglobulin-binding protein Sbi, serine protease SplA, the saeR/S response regulator system, and gamma-hemolysin components hlgB and hlgC. CONCLUSION: Further validation of the potential targets identified in this study is warranted through appropriate in vitro and in vivo assays in model hosts. Such validated targets can prove vital to many antibacterial drug discovery programs globally.
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spelling pubmed-102389132023-06-04 Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations Ruparel, Feny J. Shah, Siddhi K. Patel, Jhanvi H. Thakkar, Nidhi R. Gajera, Gemini N. Kothari, Vijay O. Drug Target Insights Original Research Article INTRODUCTION: Antimicrobial resistance (AMR) is a serious global threat. Identification of novel antibacterial targets is urgently warranted to help antimicrobial drug discovery programs. This study attempted identification of potential targets in two important pathogens Pseudomonas aeruginosa and Staphylococcus aureus. METHODS: Transcriptomes of P. aeruginosa and S. aureus exposed to two different quorum-modulatory polyherbal formulations were subjected to network analysis to identify the most highly networked differentially expressed genes (hubs) as potential anti-virulence targets. RESULTS: Genes associated with denitrification and sulfur metabolism emerged as the most important targets in P. aeruginosa. Increased buildup of nitrite (NO(2)) in P. aeruginosa culture exposed to the polyherbal formulation Panchvalkal was confirmed through in vitro assay too. Generation of nitrosative stress and inducing sulfur starvation seemed to be effective anti-pathogenic strategies against this notorious gram-negative pathogen. Important targets identified in S. aureus were the transcriptional regulator sarA, immunoglobulin-binding protein Sbi, serine protease SplA, the saeR/S response regulator system, and gamma-hemolysin components hlgB and hlgC. CONCLUSION: Further validation of the potential targets identified in this study is warranted through appropriate in vitro and in vivo assays in model hosts. Such validated targets can prove vital to many antibacterial drug discovery programs globally. AboutScience 2023-05-29 /pmc/articles/PMC10238913/ /pubmed/37275512 http://dx.doi.org/10.33393/dti.2022.2595 Text en Copyright © 2023, The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/© 2023 The Authors. This article is published by AboutScience and licensed under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). Commercial use is not permitted and is subject to Publisher’s permissions. Full information is available at www.aboutscience.eu
spellingShingle Original Research Article
Ruparel, Feny J.
Shah, Siddhi K.
Patel, Jhanvi H.
Thakkar, Nidhi R.
Gajera, Gemini N.
Kothari, Vijay O.
Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title_full Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title_fullStr Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title_full_unstemmed Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title_short Network analysis for identifying potential anti-virulence targets from whole transcriptome of Pseudomonas aeruginosa and Staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
title_sort network analysis for identifying potential anti-virulence targets from whole transcriptome of pseudomonas aeruginosa and staphylococcus aureus exposed to certain anti-pathogenic polyherbal formulations
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10238913/
https://www.ncbi.nlm.nih.gov/pubmed/37275512
http://dx.doi.org/10.33393/dti.2022.2595
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