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Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes
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 organ...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240467/ https://www.ncbi.nlm.nih.gov/pubmed/35783383 http://dx.doi.org/10.3389/fmicb.2022.896740 |
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author | Wang, Cheng-Yu Wen, Qing-Feng Wang, Qiao-Qiao Kuang, Xia Dong, Chuan Deng, Zi-Xin Guo, Feng-Biao |
author_facet | Wang, Cheng-Yu Wen, Qing-Feng Wang, Qiao-Qiao Kuang, Xia Dong, Chuan Deng, Zi-Xin Guo, Feng-Biao |
author_sort | Wang, Cheng-Yu |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9240467 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92404672022-06-30 Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes Wang, Cheng-Yu Wen, Qing-Feng Wang, Qiao-Qiao Kuang, Xia Dong, Chuan Deng, Zi-Xin Guo, Feng-Biao Front Microbiol Microbiology 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. Frontiers Media S.A. 2022-06-15 /pmc/articles/PMC9240467/ /pubmed/35783383 http://dx.doi.org/10.3389/fmicb.2022.896740 Text en Copyright © 2022 Wang, Wen, Wang, Kuang, Dong, Deng and Guo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Wang, Cheng-Yu Wen, Qing-Feng Wang, Qiao-Qiao Kuang, Xia Dong, Chuan Deng, Zi-Xin Guo, Feng-Biao Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title | Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title_full | Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title_fullStr | Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title_full_unstemmed | Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title_short | Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes |
title_sort | discovery of drug candidates for specific human disease based on natural products of gut microbes |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240467/ https://www.ncbi.nlm.nih.gov/pubmed/35783383 http://dx.doi.org/10.3389/fmicb.2022.896740 |
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