Evidence map›Paper›PMID 42804025›Full record

ArticleJournal of molecular modeling2026

Expanding the chemical space of Bcl-2 inhibitors: a multiscale computational exploration of the benzopyran (chromene) scaffold.

Kritika Sharma, N D Yash, Mansi Dangi, Maitree Kadamb, Aparna Shrivastava, J Senthil Kumaran, Sakshi Yadav, Monika Jain, Amit Kumar Singh, Jayaraman Muthukumaran

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Article in Journal of molecular modeling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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10 authors.

Kritika Sharma *Department of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
N D Yash *Department of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Mansi DangiDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Maitree KadambDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Aparna ShrivastavaDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
J Senthil KumaranDepartment of Science and Humanities, Er. Perumal Manimekalai College of Engineering, Hosur, India.
Sakshi YadavDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Monika JainDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Amit Kumar SinghDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India.
Jayaraman MuthukumaranDepartment of Biotechnology, Sharda School of Bio-Science & Technology, Sharda University, Greater Noida, India. muthukumaran.jayaraman1982@gmail.com.ORCID https://orcid.org/0000-0002-0953-1196

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6 · The paper itself

Abstract

contextDysregulation of apoptosis mediated by antiapoptotic Bcl-2 family proteins contributes significantly to cancer progression and treatment resistance. Although the BH3 mimetic venetoclax has demonstrated remarkable clinical efficacy, the emergence of resistance-associated mechanisms has created a need for alternative Bcl-2-targeting scaffolds. Benzopyran derivatives, including 4H-chromene and chromone derivatives, represent a structurally diverse class of compounds with reported anticancer and apoptosis-modulating activities; however, their interaction landscape with Bcl-2 remains insufficiently explored. In the present study, a curated library of 356 benzopyran family compounds was investigated against Bcl-2 to identify potential lead candidates. Three compounds, PM28524659, PM31145889, and PM34262894, exhibited favorable binding characteristics relative to the reference chromene-derived Bcl-2 inhibitor HA14-1. Binding mode analysis indicated occupancy of the BH3-binding groove, with interactions involving ASP49, ARG53, and TYR148 residues. Molecular similarity, scaffold, and pharmacophore analyses revealed preservation of key target recognition features despite low overall structural similarity to HA14-1. Based on their physicochemical, pharmacokinetic, and molecular descriptor profiles, PM28524659 and PM31145889 were selected for further investigation through long-timescale molecular dynamics simulations. Both complexes remained stable throughout the 500-ns MD simulation period and maintained favorable interactions with the binding pocket while preserving the overall structural integrity of Bcl-2 protein. Although the identified compounds exhibited lower predicted binding affinity than venetoclax, their favorable ligand efficiency, relatively simple molecular architecture, and scope for structural optimization support their further evaluation as Bcl-2-targeting scaffolds for apoptosis-directed anticancer drug discovery.

methodsA dataset comprising 356 curated benzopyran family compounds was subjected to virtual screening against Bcl-2 (PDB ID: 6O0K) using AutoDock Vina. Protein-ligand interactions were analyzed using Discovery Studio Visualizer and PyMOL. Molecular similarity, scaffold, and pharmacophore analyses were performed using two-dimensional and three-dimensional descriptor-based approaches. Drug-likeness, physicochemical properties, pharmacokinetic parameters, and toxicity profiles were assessed using SwissADME, ProTox-3, and related cheminformatics tools. The selected protein-ligand complexes were further investigated by 500-ns molecular dynamics simulations using GROMACS 2025.3 and the CHARMM36 force field in an explicit solvent environment employing the CHARMM-modified TIP3P water model. Trajectory analyses included root mean square deviation (RMSD), root mean square fluctuation (RMSF), radius of gyration (R

Indexed as

Antineoplastic AgentsBenzopyransProto-Oncogene Proteins c-bcl-2ApoptosisBinding SitesHumansMolecular Docking SimulationMolecular Dynamics SimulationProtein BindingSulfonamidesAntineoplastic AgentsBenzopyransProto-Oncogene Proteins c-bcl-2Sulfonamides4H-chromeneAcquired resistanceBcl-2BH3 mimeticsCancerDescriptive statistics

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.