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In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers

The search for druggable pockets on the surface of a protein is often performed on a single conformer, treated as a rigid body. Transient druggable pockets may be missed in this approach. Here, we describe a methodology for systematic in silico analysis of surface clefts across multiple conformers o...

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Autores principales: Patschull, Anathe O. M., Gooptu, Bibek, Ashford, Paul, Daviter, Tina, Nobeli, Irene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3348131/
https://www.ncbi.nlm.nih.gov/pubmed/22590577
http://dx.doi.org/10.1371/journal.pone.0036612
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author Patschull, Anathe O. M.
Gooptu, Bibek
Ashford, Paul
Daviter, Tina
Nobeli, Irene
author_facet Patschull, Anathe O. M.
Gooptu, Bibek
Ashford, Paul
Daviter, Tina
Nobeli, Irene
author_sort Patschull, Anathe O. M.
collection PubMed
description The search for druggable pockets on the surface of a protein is often performed on a single conformer, treated as a rigid body. Transient druggable pockets may be missed in this approach. Here, we describe a methodology for systematic in silico analysis of surface clefts across multiple conformers of the metastable protein α(1)-antitrypsin (A1AT). Pathological mutations disturb the conformational landscape of A1AT, triggering polymerisation that leads to emphysema and hepatic cirrhosis. Computational screens for small molecule inhibitors of polymerisation have generally focused on one major druggable site visible in all crystal structures of native A1AT. In an alternative approach, we scan all surface clefts observed in crystal structures of A1AT and in 100 computationally produced conformers, mimicking the native solution ensemble. We assess the persistence, variability and druggability of these pockets. Finally, we employ molecular docking using publicly available libraries of small molecules to explore scaffold preferences for each site. Our approach identifies a number of novel target sites for drug design. In particular one transient site shows favourable characteristics for druggability due to high enclosure and hydrophobicity. Hits against this and other druggable sites achieve docking scores corresponding to a K(d) in the µM–nM range, comparing favourably with a recently identified promising lead. Preliminary ThermoFluor studies support the docking predictions. In conclusion, our strategy shows considerable promise compared with the conventional single pocket/single conformer approach to in silico screening. Our best-scoring ligands warrant further experimental investigation.
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spelling pubmed-33481312012-05-15 In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers Patschull, Anathe O. M. Gooptu, Bibek Ashford, Paul Daviter, Tina Nobeli, Irene PLoS One Research Article The search for druggable pockets on the surface of a protein is often performed on a single conformer, treated as a rigid body. Transient druggable pockets may be missed in this approach. Here, we describe a methodology for systematic in silico analysis of surface clefts across multiple conformers of the metastable protein α(1)-antitrypsin (A1AT). Pathological mutations disturb the conformational landscape of A1AT, triggering polymerisation that leads to emphysema and hepatic cirrhosis. Computational screens for small molecule inhibitors of polymerisation have generally focused on one major druggable site visible in all crystal structures of native A1AT. In an alternative approach, we scan all surface clefts observed in crystal structures of A1AT and in 100 computationally produced conformers, mimicking the native solution ensemble. We assess the persistence, variability and druggability of these pockets. Finally, we employ molecular docking using publicly available libraries of small molecules to explore scaffold preferences for each site. Our approach identifies a number of novel target sites for drug design. In particular one transient site shows favourable characteristics for druggability due to high enclosure and hydrophobicity. Hits against this and other druggable sites achieve docking scores corresponding to a K(d) in the µM–nM range, comparing favourably with a recently identified promising lead. Preliminary ThermoFluor studies support the docking predictions. In conclusion, our strategy shows considerable promise compared with the conventional single pocket/single conformer approach to in silico screening. Our best-scoring ligands warrant further experimental investigation. Public Library of Science 2012-05-08 /pmc/articles/PMC3348131/ /pubmed/22590577 http://dx.doi.org/10.1371/journal.pone.0036612 Text en Patschull et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Patschull, Anathe O. M.
Gooptu, Bibek
Ashford, Paul
Daviter, Tina
Nobeli, Irene
In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title_full In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title_fullStr In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title_full_unstemmed In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title_short In Silico Assessment of Potential Druggable Pockets on the Surface of α(1)-Antitrypsin Conformers
title_sort in silico assessment of potential druggable pockets on the surface of α(1)-antitrypsin conformers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3348131/
https://www.ncbi.nlm.nih.gov/pubmed/22590577
http://dx.doi.org/10.1371/journal.pone.0036612
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