Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery

As a follow up to the antimycobacterial screening exercise and the release of GSK´s first Tres Cantos Antimycobacterial Set (TCAMS-TB), this paper presents the results of a second antitubercular screening effort of two hundred and fifty thousand compounds recently added to the GSK collection. The co...

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Main Authors: Rebollo-Lopez, María Jose, Lelièvre, Joël, Alvarez-Gomez, Daniel, Castro-Piche, Julia, Martínez-Jiménez, Francisco, Papadatos, George, Kumar, Vinod, Colmenarejo, Gonzalo, Mugumbate, Grace, Hurle, Mark, Barroso, Vanessa, Young, Rob J, Martinez-Hoyos, María, González del Río, Rubén, Bates, Robert H, Lopez-Roman, Eva Maria, Mendoza-Losana, Alfonso, Brown, James R, Alvarez-Ruiz, Emilio, Marti-Renom, Marc A, Overington, John P, Cammack, Nicholas, Ballell, Lluís, Barros-Aguire, David
Format: Article
Language:English
Published: Public Library of Science 2022
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Online Access:https://doi.org/10.1371/journal.pone.0142293
http://hdl.handle.net/11408/4902
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author Rebollo-Lopez, María Jose
Lelièvre, Joël
Alvarez-Gomez, Daniel
Castro-Piche, Julia
Martínez-Jiménez, Francisco
Papadatos, George
Kumar, Vinod
Colmenarejo, Gonzalo
Mugumbate, Grace
Hurle, Mark
Barroso, Vanessa
Young, Rob J
Martinez-Hoyos, María
González del Río, Rubén
Bates, Robert H
Lopez-Roman, Eva Maria
Mendoza-Losana, Alfonso
Brown, James R
Alvarez-Ruiz, Emilio
Marti-Renom, Marc A
Overington, John P
Cammack, Nicholas
Ballell, Lluís
Barros-Aguire, David
author_facet Rebollo-Lopez, María Jose
Lelièvre, Joël
Alvarez-Gomez, Daniel
Castro-Piche, Julia
Martínez-Jiménez, Francisco
Papadatos, George
Kumar, Vinod
Colmenarejo, Gonzalo
Mugumbate, Grace
Hurle, Mark
Barroso, Vanessa
Young, Rob J
Martinez-Hoyos, María
González del Río, Rubén
Bates, Robert H
Lopez-Roman, Eva Maria
Mendoza-Losana, Alfonso
Brown, James R
Alvarez-Ruiz, Emilio
Marti-Renom, Marc A
Overington, John P
Cammack, Nicholas
Ballell, Lluís
Barros-Aguire, David
author_sort Rebollo-Lopez, María Jose
collection DSpace
description As a follow up to the antimycobacterial screening exercise and the release of GSK´s first Tres Cantos Antimycobacterial Set (TCAMS-TB), this paper presents the results of a second antitubercular screening effort of two hundred and fifty thousand compounds recently added to the GSK collection. The compounds were further prioritized based on not only antitubercular potency but also on physicochemical characteristics. The 50 most attractive compounds were then progressed for evaluation in three different predictive computational biology algorithms based on structural similarity or GSK historical biological assay data in order to determine their possible mechanisms of action. This effort has resulted in the identification of novel compounds and their hypothesized targets that will hopefully fuel future TB drug discovery and target validation programs alike.
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spelling ir-11408-49022022-06-28T09:46:28Z Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery Rebollo-Lopez, María Jose Lelièvre, Joël Alvarez-Gomez, Daniel Castro-Piche, Julia Martínez-Jiménez, Francisco Papadatos, George Kumar, Vinod Colmenarejo, Gonzalo Mugumbate, Grace Hurle, Mark Barroso, Vanessa Young, Rob J Martinez-Hoyos, María González del Río, Rubén Bates, Robert H Lopez-Roman, Eva Maria Mendoza-Losana, Alfonso Brown, James R Alvarez-Ruiz, Emilio Marti-Renom, Marc A Overington, John P Cammack, Nicholas Ballell, Lluís Barros-Aguire, David Mycobacterium tuberculosis Purine metabolism Tuberculosis drug discovery Tuberculosis Metabolic pathways  As a follow up to the antimycobacterial screening exercise and the release of GSK´s first Tres Cantos Antimycobacterial Set (TCAMS-TB), this paper presents the results of a second antitubercular screening effort of two hundred and fifty thousand compounds recently added to the GSK collection. The compounds were further prioritized based on not only antitubercular potency but also on physicochemical characteristics. The 50 most attractive compounds were then progressed for evaluation in three different predictive computational biology algorithms based on structural similarity or GSK historical biological assay data in order to determine their possible mechanisms of action. This effort has resulted in the identification of novel compounds and their hypothesized targets that will hopefully fuel future TB drug discovery and target validation programs alike. 2022-06-28T09:46:28Z 2022-06-28T09:46:28Z 2015 Article Rebollo-Lopez MJ, Lelièvre J, Alvarez-Gomez D, Castro-Pichel J, Martínez-Jiménez F, Papadatos G, et al. (2015) Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery. PLoS ONE 10(12): e0142293. https://doi.org/10.1371/journal.pone.0142293 1932-6203 https://doi.org/10.1371/journal.pone.0142293 http://hdl.handle.net/11408/4902 en PLoS ONE;10(12) open Public Library of Science
spellingShingle Mycobacterium tuberculosis
Purine metabolism
Tuberculosis drug discovery
Tuberculosis
Metabolic pathways 
Rebollo-Lopez, María Jose
Lelièvre, Joël
Alvarez-Gomez, Daniel
Castro-Piche, Julia
Martínez-Jiménez, Francisco
Papadatos, George
Kumar, Vinod
Colmenarejo, Gonzalo
Mugumbate, Grace
Hurle, Mark
Barroso, Vanessa
Young, Rob J
Martinez-Hoyos, María
González del Río, Rubén
Bates, Robert H
Lopez-Roman, Eva Maria
Mendoza-Losana, Alfonso
Brown, James R
Alvarez-Ruiz, Emilio
Marti-Renom, Marc A
Overington, John P
Cammack, Nicholas
Ballell, Lluís
Barros-Aguire, David
Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title_full Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title_fullStr Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title_full_unstemmed Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title_short Release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
title_sort release of 50 new, drug-like compounds and their computational target predictions for open source anti-tubercular drug discovery
topic Mycobacterium tuberculosis
Purine metabolism
Tuberculosis drug discovery
Tuberculosis
Metabolic pathways 
url https://doi.org/10.1371/journal.pone.0142293
http://hdl.handle.net/11408/4902
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