Rational Approach toward COVID-19’s Main Protease Inhibitors: A Hierarchical Biochemoinformatics Analysis

Author:

Bastos Ruan S.12,de Aguiar Christiane P. O.1,Cruz Jorddy N.2ORCID,Ramos Ryan S.2ORCID,Kimani Njogu M.34ORCID,de Souza João S. N.5,Chaves Mariana H.5,de Freitas Humberto F.6ORCID,Pita Samuel S. R.6ORCID,Santos Cleydson B. R. dos12ORCID

Affiliation:

1. Graduate Program in Medicinal Chemistry and Molecular Modeling, Federal University of Pará, Belém 66075-110, PA, Brazil

2. Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil

3. Department of Physical Sciences, University of Embu, Embu P.O. Box 6-60100, Kenya

4. Natural Product Chemistry and Computational Drug Discovery Laboratory, Embu P.O. Box 6-60100, Kenya

5. Chemistry Department, Federal University of Piauí, Teresina 64049-550, PI, Brazil

6. Laboratory of Bioinformatics and Molecular Modeling (LaBiMM), Federal University of Bahia, Av. Barão de Jeremoabo, 147, Pharmacy College, Ondina, Salvador 40170-115, BA, Brazil

Abstract

This study investigated the potential of selected compounds as inhibitors of SARS-CoV-2 Mpro through pharmacokinetic and toxicological analyses, molecular docking, and molecular dynamics simulations. In silico molecular docking simulations revealed promising ligands with favorable binding affinities for Mpro, ranging from −6.2 to −9.5 kcal/mol. Moreover, molecular dynamics simulations demonstrated the stability of protein–ligand complexes over 200 ns, maintaining protein secondary structures. MM-PBSA analysis revealed favorable interactions between ligands and Mpro, with negative binding energy values. Hydrogen bond formation capacity during molecular dynamics was confirmed, indicating consistent interactions with Mpro catalytic residues. Based on these findings, selected ligands show promise for future studies in developing COVID-19 treatments.

Funder

Dean of Research and Graduate Studies of the Federal University of Pará

Brazilian National Council for Scientific and Technological Development

Brazilian Coordination for Improvement of Personnel Higher Education

Bahia Research Foundation

Publisher

MDPI AG

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