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Molecular docking-based computational platform for high-throughput virtual screening
Structure-based virtual screening is a key, routine computational method in computer-aided drug design. Such screening can be used to identify potentially highly active compounds, to speed up the progress of novel drug design. Molecular docking-based virtual screening can help find active compounds...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Singapore
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8754542/ https://www.ncbi.nlm.nih.gov/pubmed/35039800 http://dx.doi.org/10.1007/s42514-021-00086-5 |
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author | Zhang, Baohua Li, Hui Yu, Kunqian Jin, Zhong |
author_facet | Zhang, Baohua Li, Hui Yu, Kunqian Jin, Zhong |
author_sort | Zhang, Baohua |
collection | PubMed |
description | Structure-based virtual screening is a key, routine computational method in computer-aided drug design. Such screening can be used to identify potentially highly active compounds, to speed up the progress of novel drug design. Molecular docking-based virtual screening can help find active compounds from large ligand databases by identifying the binding affinities between receptors and ligands. In this study, we analyzed the challenges of virtual screening, with the aim of identifying highly active compounds faster and more easily than is generally possible. We discuss the accuracy and speed of molecular docking software and the strategy of high-throughput molecular docking calculation, and we focus on current challenges and our solutions to these challenges of ultra-large-scale virtual screening. The development of Web services helps lower the barrier to drug virtual screening. We introduced some related web sites for docking and virtual screening, focusing on the development of pre- and post-processing interactive visualization and large-scale computing. |
format | Online Article Text |
id | pubmed-8754542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-87545422022-01-13 Molecular docking-based computational platform for high-throughput virtual screening Zhang, Baohua Li, Hui Yu, Kunqian Jin, Zhong CCF Trans High Perform Comput Regular Paper Structure-based virtual screening is a key, routine computational method in computer-aided drug design. Such screening can be used to identify potentially highly active compounds, to speed up the progress of novel drug design. Molecular docking-based virtual screening can help find active compounds from large ligand databases by identifying the binding affinities between receptors and ligands. In this study, we analyzed the challenges of virtual screening, with the aim of identifying highly active compounds faster and more easily than is generally possible. We discuss the accuracy and speed of molecular docking software and the strategy of high-throughput molecular docking calculation, and we focus on current challenges and our solutions to these challenges of ultra-large-scale virtual screening. The development of Web services helps lower the barrier to drug virtual screening. We introduced some related web sites for docking and virtual screening, focusing on the development of pre- and post-processing interactive visualization and large-scale computing. Springer Singapore 2022-01-13 2022 /pmc/articles/PMC8754542/ /pubmed/35039800 http://dx.doi.org/10.1007/s42514-021-00086-5 Text en © China Computer Federation (CCF) 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Regular Paper Zhang, Baohua Li, Hui Yu, Kunqian Jin, Zhong Molecular docking-based computational platform for high-throughput virtual screening |
title | Molecular docking-based computational platform for high-throughput virtual screening |
title_full | Molecular docking-based computational platform for high-throughput virtual screening |
title_fullStr | Molecular docking-based computational platform for high-throughput virtual screening |
title_full_unstemmed | Molecular docking-based computational platform for high-throughput virtual screening |
title_short | Molecular docking-based computational platform for high-throughput virtual screening |
title_sort | molecular docking-based computational platform for high-throughput virtual screening |
topic | Regular Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8754542/ https://www.ncbi.nlm.nih.gov/pubmed/35039800 http://dx.doi.org/10.1007/s42514-021-00086-5 |
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