Cargando…

Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies

Background: Drug repurposing is an alternative strategy to traditional drug discovery that aims at predicting new uses for already existing drugs or clinical candidates. Drug repurposing has many advantages over traditional drug development, such as reduced attrition rates, time and costs. This is e...

Descripción completa

Detalles Bibliográficos
Autores principales: Tinivella, Annachiara, Pinzi, Luca, Gambacorta, Guido, Baxendale, Ian, Rastelli, Giulio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521104/
https://www.ncbi.nlm.nih.gov/pubmed/37767081
http://dx.doi.org/10.12688/f1000research.109017.2
_version_ 1785110064438181888
author Tinivella, Annachiara
Pinzi, Luca
Gambacorta, Guido
Baxendale, Ian
Rastelli, Giulio
author_facet Tinivella, Annachiara
Pinzi, Luca
Gambacorta, Guido
Baxendale, Ian
Rastelli, Giulio
author_sort Tinivella, Annachiara
collection PubMed
description Background: Drug repurposing is an alternative strategy to traditional drug discovery that aims at predicting new uses for already existing drugs or clinical candidates. Drug repurposing has many advantages over traditional drug development, such as reduced attrition rates, time and costs. This is especially the case considering that most drugs investigated for repurposing have already been assessed for their safety in clinical trials. Repurposing campaigns can also be designed for libraries of already synthesized molecules at different levels of biological experimentation, from null to in vitro and in vivo. Such an extension of the “repurposing” concept is expected to provide significant advantages for the identification of novel drugs, as the synthetic accessibility of the desired compounds is often one of the limiting factors in the traditional drug discovery pipeline. Methods: In this work, we performed a computational repurposing campaign on a library of previously synthesized oxindole-based compounds, in order to identify potential new targets for this versatile scaffold. To this aim, ligand-based approaches were firstly applied to evaluate the similarity degree of the investigated compound library, with respect to ligands extracted from the DrugBank, Protein Data Bank (PDB) and ChEMBL databases. In particular, the 2D fingerprint-based and 3D shape-based similarity profiles were evaluated and compared for the oxindole derivates. Results: The analyses predicted a set of potential candidate targets for repurposing, some of them emerging by consensus of different computational analyses. One of the identified targets, i.e., the vascular endothelial growth factor receptor 2 (VEGFR-2) kinase, was further investigated by means of docking calculations, followed by biological testing of one candidate. Conclusions: While the compound did not show potent inhibitory activity towards VEGFR-2, the study highlighted several other possibilities of therapeutically relevant targets that may be worth of consideration for drug repurposing.
format Online
Article
Text
id pubmed-10521104
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher F1000 Research Limited
record_format MEDLINE/PubMed
spelling pubmed-105211042023-09-27 Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies Tinivella, Annachiara Pinzi, Luca Gambacorta, Guido Baxendale, Ian Rastelli, Giulio F1000Res Brief Report Background: Drug repurposing is an alternative strategy to traditional drug discovery that aims at predicting new uses for already existing drugs or clinical candidates. Drug repurposing has many advantages over traditional drug development, such as reduced attrition rates, time and costs. This is especially the case considering that most drugs investigated for repurposing have already been assessed for their safety in clinical trials. Repurposing campaigns can also be designed for libraries of already synthesized molecules at different levels of biological experimentation, from null to in vitro and in vivo. Such an extension of the “repurposing” concept is expected to provide significant advantages for the identification of novel drugs, as the synthetic accessibility of the desired compounds is often one of the limiting factors in the traditional drug discovery pipeline. Methods: In this work, we performed a computational repurposing campaign on a library of previously synthesized oxindole-based compounds, in order to identify potential new targets for this versatile scaffold. To this aim, ligand-based approaches were firstly applied to evaluate the similarity degree of the investigated compound library, with respect to ligands extracted from the DrugBank, Protein Data Bank (PDB) and ChEMBL databases. In particular, the 2D fingerprint-based and 3D shape-based similarity profiles were evaluated and compared for the oxindole derivates. Results: The analyses predicted a set of potential candidate targets for repurposing, some of them emerging by consensus of different computational analyses. One of the identified targets, i.e., the vascular endothelial growth factor receptor 2 (VEGFR-2) kinase, was further investigated by means of docking calculations, followed by biological testing of one candidate. Conclusions: While the compound did not show potent inhibitory activity towards VEGFR-2, the study highlighted several other possibilities of therapeutically relevant targets that may be worth of consideration for drug repurposing. F1000 Research Limited 2022-03-23 /pmc/articles/PMC10521104/ /pubmed/37767081 http://dx.doi.org/10.12688/f1000research.109017.2 Text en Copyright: © 2022 Tinivella A et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Brief Report
Tinivella, Annachiara
Pinzi, Luca
Gambacorta, Guido
Baxendale, Ian
Rastelli, Giulio
Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title_full Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title_fullStr Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title_full_unstemmed Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title_short Identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
title_sort identification of potential biological targets of oxindole scaffolds via in silico repositioning strategies
topic Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521104/
https://www.ncbi.nlm.nih.gov/pubmed/37767081
http://dx.doi.org/10.12688/f1000research.109017.2
work_keys_str_mv AT tinivellaannachiara identificationofpotentialbiologicaltargetsofoxindolescaffoldsviainsilicorepositioningstrategies
AT pinziluca identificationofpotentialbiologicaltargetsofoxindolescaffoldsviainsilicorepositioningstrategies
AT gambacortaguido identificationofpotentialbiologicaltargetsofoxindolescaffoldsviainsilicorepositioningstrategies
AT baxendaleian identificationofpotentialbiologicaltargetsofoxindolescaffoldsviainsilicorepositioningstrategies
AT rastelligiulio identificationofpotentialbiologicaltargetsofoxindolescaffoldsviainsilicorepositioningstrategies