Cargando…

InterLig: improved ligand-based virtual screening using topologically independent structural alignments

MOTIVATION: In the past few years, drug discovery processes have been relying more and more on computational methods to sift out the most promising molecules before time and resources are spent to test them in experimental settings. Whenever the protein target of a given disease is not known, it bec...

Descripción completa

Detalles Bibliográficos
Autores principales: Mirabello, Claudio, Wallner, Björn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214017/
https://www.ncbi.nlm.nih.gov/pubmed/32049311
http://dx.doi.org/10.1093/bioinformatics/btaa089
_version_ 1783531895875698688
author Mirabello, Claudio
Wallner, Björn
author_facet Mirabello, Claudio
Wallner, Björn
author_sort Mirabello, Claudio
collection PubMed
description MOTIVATION: In the past few years, drug discovery processes have been relying more and more on computational methods to sift out the most promising molecules before time and resources are spent to test them in experimental settings. Whenever the protein target of a given disease is not known, it becomes fundamental to have accurate methods for ligand-based virtual screening, which compares known active molecules against vast libraries of candidate compounds. Recently, 3D-based similarity methods have been developed that are capable of scaffold hopping and to superimpose matching molecules. RESULTS: Here, we present InterLig, a new method for the comparison and superposition of small molecules using topologically independent alignments of atoms. We test InterLig on a standard benchmark and show that it compares favorably to the best currently available 3D methods. AVAILABILITY AND IMPLEMENTATION: The program is available from http://wallnerlab.org/InterLig. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
format Online
Article
Text
id pubmed-7214017
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-72140172020-05-15 InterLig: improved ligand-based virtual screening using topologically independent structural alignments Mirabello, Claudio Wallner, Björn Bioinformatics Applications Notes MOTIVATION: In the past few years, drug discovery processes have been relying more and more on computational methods to sift out the most promising molecules before time and resources are spent to test them in experimental settings. Whenever the protein target of a given disease is not known, it becomes fundamental to have accurate methods for ligand-based virtual screening, which compares known active molecules against vast libraries of candidate compounds. Recently, 3D-based similarity methods have been developed that are capable of scaffold hopping and to superimpose matching molecules. RESULTS: Here, we present InterLig, a new method for the comparison and superposition of small molecules using topologically independent alignments of atoms. We test InterLig on a standard benchmark and show that it compares favorably to the best currently available 3D methods. AVAILABILITY AND IMPLEMENTATION: The program is available from http://wallnerlab.org/InterLig. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-05-15 2020-02-12 /pmc/articles/PMC7214017/ /pubmed/32049311 http://dx.doi.org/10.1093/bioinformatics/btaa089 Text en © The Author(s) 2020. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Mirabello, Claudio
Wallner, Björn
InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title_full InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title_fullStr InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title_full_unstemmed InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title_short InterLig: improved ligand-based virtual screening using topologically independent structural alignments
title_sort interlig: improved ligand-based virtual screening using topologically independent structural alignments
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214017/
https://www.ncbi.nlm.nih.gov/pubmed/32049311
http://dx.doi.org/10.1093/bioinformatics/btaa089
work_keys_str_mv AT mirabelloclaudio interligimprovedligandbasedvirtualscreeningusingtopologicallyindependentstructuralalignments
AT wallnerbjorn interligimprovedligandbasedvirtualscreeningusingtopologicallyindependentstructuralalignments