Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Anand, Praveen, Chandra, Nagasuma
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
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
_version_ 1782519115582275584
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
work_keys_str_mv AT anandpraveen characterizingthepocketomeofmycobacteriumtuberculosisandapplicationinrationalizingpolypharmacologicaltargetselection
AT chandranagasuma characterizingthepocketomeofmycobacteriumtuberculosisandapplicationinrationalizingpolypharmacologicaltargetselection