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Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection
Polypharmacology is beginning to emerge as an important concept in the field of drug discovery. However, there are no established approaches to either select appropriate target sets or design polypharmacological drugs. Here, we propose a structural-proteomics approach that utilizes the structural in...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5376175/ https://www.ncbi.nlm.nih.gov/pubmed/25220818 http://dx.doi.org/10.1038/srep06356 |
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author | Anand, Praveen Chandra, Nagasuma |
author_facet | Anand, Praveen Chandra, Nagasuma |
author_sort | Anand, Praveen |
collection | PubMed |
description | Polypharmacology is beginning to emerge as an important concept in the field of drug discovery. However, there are no established approaches to either select appropriate target sets or design polypharmacological drugs. Here, we propose a structural-proteomics approach that utilizes the structural information of the binding sites at a genome-scale obtained through in-house algorithms to characterize the pocketome, yielding a list of ligands that can participate in various biochemical events in the mycobacterial cell. The pocket-type space is seen to be much larger than the sequence or fold-space, suggesting that variations at the site-level contribute significantly to functional repertoire of the organism. All-pair comparisons of binding sites within Mycobacterium tuberculosis (Mtb), pocket-similarity network construction and clustering result in identification of binding-site sets, each containing a group of similar binding sites, theoretically having a potential to interact with a common set of compounds. A polypharmacology index is formulated to rank targets by incorporating a measure of druggability and similarity to other pockets within the proteome. This study presents a rational approach to identify targets with polypharmacological potential along with possible drugs for repurposing, while simultaneously, obtaining clues on lead compounds for use in new drug-discovery pipelines. |
format | Online Article Text |
id | pubmed-5376175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-53761752017-04-03 Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection Anand, Praveen Chandra, Nagasuma Sci Rep Article Polypharmacology is beginning to emerge as an important concept in the field of drug discovery. However, there are no established approaches to either select appropriate target sets or design polypharmacological drugs. Here, we propose a structural-proteomics approach that utilizes the structural information of the binding sites at a genome-scale obtained through in-house algorithms to characterize the pocketome, yielding a list of ligands that can participate in various biochemical events in the mycobacterial cell. The pocket-type space is seen to be much larger than the sequence or fold-space, suggesting that variations at the site-level contribute significantly to functional repertoire of the organism. All-pair comparisons of binding sites within Mycobacterium tuberculosis (Mtb), pocket-similarity network construction and clustering result in identification of binding-site sets, each containing a group of similar binding sites, theoretically having a potential to interact with a common set of compounds. A polypharmacology index is formulated to rank targets by incorporating a measure of druggability and similarity to other pockets within the proteome. This study presents a rational approach to identify targets with polypharmacological potential along with possible drugs for repurposing, while simultaneously, obtaining clues on lead compounds for use in new drug-discovery pipelines. Nature Publishing Group 2014-09-15 /pmc/articles/PMC5376175/ /pubmed/25220818 http://dx.doi.org/10.1038/srep06356 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Article Anand, Praveen Chandra, Nagasuma Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title | Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title_full | Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title_fullStr | Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title_full_unstemmed | Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title_short | Characterizing the pocketome of Mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
title_sort | characterizing the pocketome of mycobacterium tuberculosis and application in rationalizing polypharmacological target selection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5376175/ https://www.ncbi.nlm.nih.gov/pubmed/25220818 http://dx.doi.org/10.1038/srep06356 |
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