Virtual screening using covalent docking to find activators for G245S mutant p53
Sara Ibrahim Omar1, Marco Gaetano Lepre2, Umberto Morbiducci2
1Department of Oncology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
Abstract:
TP53 is the most mutated gene in all cancers. The mutant protein also accumulates in cells. The high frequency of p53 mutations makes the protein a promising target for anti-cancer therapy. Only a few molecules have been found, using in vitro screening, to reactivate the mutant protein. APR-246 is currently the most successful mutant p53 activator, which reactivates the transcriptional activity of p53 by covalently binding to C124 of the protein. We have recently created in silico models of G245S-mp53 in its apo and DNA-bound forms. In this paper we further report on our in silico screening for potential activators of G245S-mp53. We filtered the ZINC15 database (13 million compounds) to only include drug-like molecules with moderate to standard reactivity. Our filtered database of 130,000 compounds was screened using the DOCKTITE protocol in the Molecular Operating Environment software. We performed covalent docking at C124 of G245S-mp53 to identify potential activators of the mutant protein. The docked compounds were ranked using a consensus scoring approach. We also used ADMET Predictor™ to predict pharmacokinetics and the possible toxicities of the compounds. Our screening procedure has identified compounds, mostly thiosemicarbazones and halo-carbonyls, with the best potential as G245S-mp53 activators, which are described in this work. Based on its binding scores and ADMET risk score, compound 2 is likely to have the best potential as a G245S-mp53 activator compared to the other top hits.
Insights
Researchers screened millions of compounds to find new activators for the mutated tumor suppressor protein p53 (TP53). Compound 2, a thiosemicarbazone, shows the most promise for reactivating G245S-mutant p53 in silico.
Area of Science:
- Oncology
- Computational Chemistry
- Drug Discovery
Background:
- The TP53 gene is frequently mutated in cancer, leading to a non-functional mutant p53 protein.
- Reactivating mutant p53 is a key strategy for developing novel anti-cancer therapies.
- Current methods for identifying mutant p53 reactivators are limited.
Purpose of the Study:
- To identify novel small molecules capable of reactivating the G245S-mutant p53 protein using in silico screening.
- To evaluate the drug-like properties and potential toxicities of identified compounds.
Main Methods:
- In silico screening of the ZINC15 database (13 million compounds) against G245S-mutant p53.
- Filtering for drug-like molecules with moderate to standard reactivity.
- Covalent docking at C124 of G245S-mutant p53 using the DOCKTITE protocol.
- Compound ranking using consensus scoring and ADMET prediction.
Main Results:
- Identification of potential G245S-mutant p53 activators, primarily thiosemicarbazones and halo-carbonyls.
- Compound 2 demonstrated the highest potential as a G245S-mutant p53 activator based on binding and ADMET risk scores.
- The screening successfully filtered a large chemical library to identify promising drug candidates.
Conclusions:
- In silico screening is an effective method for discovering novel mutant p53 reactivators.
- Compound 2 represents a promising lead for further development as an anti-cancer therapeutic targeting G245S-mutant p53.
- This study provides a foundation for developing targeted therapies against TP53-mutated cancers.
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