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Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation

[Image: see text] Virtual screening is a commonly used process to search for feasible drug candidates from a huge number of compounds during the early stages of drug design. As the compound database continues to expand to billions of entries or more, there remains an urgent need to accelerate the pr...

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Autores principales: Yanagisawa, Keisuke, Kubota, Rikuto, Yoshikawa, Yasushi, Ohue, Masahito, Akiyama, Yutaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9435046/
https://www.ncbi.nlm.nih.gov/pubmed/36061673
http://dx.doi.org/10.1021/acsomega.2c03470
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author Yanagisawa, Keisuke
Kubota, Rikuto
Yoshikawa, Yasushi
Ohue, Masahito
Akiyama, Yutaka
author_facet Yanagisawa, Keisuke
Kubota, Rikuto
Yoshikawa, Yasushi
Ohue, Masahito
Akiyama, Yutaka
author_sort Yanagisawa, Keisuke
collection PubMed
description [Image: see text] Virtual screening is a commonly used process to search for feasible drug candidates from a huge number of compounds during the early stages of drug design. As the compound database continues to expand to billions of entries or more, there remains an urgent need to accelerate the process of docking calculations. Reuse of calculation results is a possible way to accelerate the process. In this study, we first propose yet another virtual screening-oriented docking strategy by combining three factors, namely, compound decomposition, simplified fragment grid storing k-best scores, and flexibility consideration with pregenerated conformers. Candidate compounds contain many common fragments (chemical substructures). Thus, the calculation results of these common fragments can be reused among them. As a proof-of-concept of the aforementioned strategies, we also conducted the development of REstretto, a tool that implements the three factors to enable the reuse of calculation results. We demonstrated that the speed and accuracy of REstretto were comparable to those of AutoDock Vina, a well-known free docking tool. The implementation of REstretto has much room for further performance improvement, and therefore, the results show the feasibility of the strategy. The code is available under an MIT license at https://github.com/akiyamalab/restretto.
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spelling pubmed-94350462022-09-02 Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation Yanagisawa, Keisuke Kubota, Rikuto Yoshikawa, Yasushi Ohue, Masahito Akiyama, Yutaka ACS Omega [Image: see text] Virtual screening is a commonly used process to search for feasible drug candidates from a huge number of compounds during the early stages of drug design. As the compound database continues to expand to billions of entries or more, there remains an urgent need to accelerate the process of docking calculations. Reuse of calculation results is a possible way to accelerate the process. In this study, we first propose yet another virtual screening-oriented docking strategy by combining three factors, namely, compound decomposition, simplified fragment grid storing k-best scores, and flexibility consideration with pregenerated conformers. Candidate compounds contain many common fragments (chemical substructures). Thus, the calculation results of these common fragments can be reused among them. As a proof-of-concept of the aforementioned strategies, we also conducted the development of REstretto, a tool that implements the three factors to enable the reuse of calculation results. We demonstrated that the speed and accuracy of REstretto were comparable to those of AutoDock Vina, a well-known free docking tool. The implementation of REstretto has much room for further performance improvement, and therefore, the results show the feasibility of the strategy. The code is available under an MIT license at https://github.com/akiyamalab/restretto. American Chemical Society 2022-08-19 /pmc/articles/PMC9435046/ /pubmed/36061673 http://dx.doi.org/10.1021/acsomega.2c03470 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Yanagisawa, Keisuke
Kubota, Rikuto
Yoshikawa, Yasushi
Ohue, Masahito
Akiyama, Yutaka
Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title_full Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title_fullStr Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title_full_unstemmed Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title_short Effective Protein–Ligand Docking Strategy via Fragment Reuse and a Proof-of-Concept Implementation
title_sort effective protein–ligand docking strategy via fragment reuse and a proof-of-concept implementation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9435046/
https://www.ncbi.nlm.nih.gov/pubmed/36061673
http://dx.doi.org/10.1021/acsomega.2c03470
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