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Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes

Authors :
Cheng-Yu Wang
Qing-Feng Wen
Qiao-Qiao Wang
Xia Kuang
Chuan Dong
Zi-Xin Deng
Feng-Biao Guo
Source :
Frontiers in Microbiology, Vol 13 (2022)
Publication Year :
2022
Publisher :
Frontiers Media S.A., 2022.

Abstract

The beneficial metabolites of the microbiome could be used as a tool for screening drugs that have the potential for the therapy of various human diseases. Narrowing down the range of beneficial metabolite candidates in specific diseases was primarily a key step for further validation in model organisms. Herein, we proposed a reasonable hypothesis that the metabolites existing commonly in multiple beneficial (or negatively associated) bacteria might have a high probability of being effective drug candidates for specific diseases. According to this hypothesis, we screened metabolites associated with seven human diseases. For type I diabetes, 45 out of 88 screened metabolites had been reported as potential drugs in the literature. Meanwhile, 18 of these metabolites were specific to type I diabetes. Additionally, metabolite correlation could reflect disease relationships in some sense. Our results have demonstrated the potential of bioinformatics mining gut microbes' metabolites as drug candidates based on reported numerous microbe-disease associations and the Virtual Metabolic Human database. More subtle methods would be developed to ensure more accurate predictions.

Details

Language :
English
ISSN :
1664302X
Volume :
13
Database :
Directory of Open Access Journals
Journal :
Frontiers in Microbiology
Publication Type :
Academic Journal
Accession number :
edsdoj.6130e16b4154a72b57a929909977377
Document Type :
article
Full Text :
https://doi.org/10.3389/fmicb.2022.896740