Virtual screening of novel alkaloids as potent inhibitors for G2032R-mutant ROS1 kinase in non-small-cell lung cancer

The Gly2032Arg (G2032R) point mutation in proto-oncogene tyrosine-protein kinase 1 (ROS1) is one of the predominant factors of drug resistance to targeted therapies in patients with ROS1 fusion-positive non-small-cell lung cancer (NSCLC). This study aimed to identify novel inhibitors from a library of alkaloids (447 compounds) using computational approaches. Molecular docking-based virtual screening was performed to identify promising compounds, followed by ADMET property prediction and molecular dynamics simulations to assess their safety and stability. The top compounds identified were yibeinoside A and vomicine, which exhibited high binding affinities to the G2032R-mutant ROS1 protein. ADMET analysis indicated that yibeinoside A possessed better predicted pharmacokinetic profiles than vomicine and the positive control, lorlatinib. Molecular dynamics simulations demonstrated that yibeinoside A formed a highly stable complex with stable root mean square deviation (RMSD), root mean square fluctuation (RMSF), radius of gyration (Rg), and solvent accessible surface area (SASA) values. Molecular Mechanics Poisson-Boltzmann Surface Area (MM/PBSA) calculations further confirmed that yibeinoside A and vomicine had better binding free energies than lorlatinib. Collectively, these findings suggest that yibeinoside A, with its balanced binding interactions and favorable predicted pharmacokinetic profile, is a promising lead candidate for further development as a selective inhibitor against G2032R-mutant ROS1.

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Journal
Scientific Reports
Published
2026-01-16
DOI
https://doi.org/10.1038/s41598-026-36317-4
Primary Topic
Computational Drug Discovery Methods
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article
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article

Virtual screening of novel alkaloids as potent inhibitors for G2032R-mutant ROS1 kinase in non-small-cell lung cancer

Shu-Chi Cho, Chung Ta Lee, Yi-Wen Wang, Ming-Chih Huang et al.
Scientific Reports
Computational Drug Discovery Methods
article

Virtual screening of novel alkaloids as potent inhibitors for G2032R-mutant ROS1 kinase in non-small-cell lung cancer

Shu-Chi Cho, Chung Ta Lee, Yi-Wen Wang, Ming-Chih Huang, Chien-An Chu
article en

Abstract

The Gly2032Arg (G2032R) point mutation in proto-oncogene tyrosine-protein kinase 1 (ROS1) is one of the predominant factors of drug resistance to targeted therapies in patients with ROS1 fusion-positive non-small-cell lung cancer (NSCLC). This study aimed to identify novel inhibitors from a library of alkaloids (447 compounds) using computational approaches. Molecular docking-based virtual screening was performed to identify promising compounds, followed by ADMET property prediction and molecular dynamics simulations to assess their safety and stability. The top compounds identified were yibeinoside A and vomicine, which exhibited high binding affinities to the G2032R-mutant ROS1 protein. ADMET analysis indicated that yibeinoside A possessed better predicted pharmacokinetic profiles than vomicine and the positive control, lorlatinib. Molecular dynamics simulations demonstrated that yibeinoside A formed a highly stable complex with stable root mean square deviation (RMSD), root mean square fluctuation (RMSF), radius of gyration (Rg), and solvent accessible surface area (SASA) values. Molecular Mechanics Poisson-Boltzmann Surface Area (MM/PBSA) calculations further confirmed that yibeinoside A and vomicine had better binding free energies than lorlatinib. Collectively, these findings suggest that yibeinoside A, with its balanced binding interactions and favorable predicted pharmacokinetic profile, is a promising lead candidate for further development as a selective inhibitor against G2032R-mutant ROS1.

Scientific ReportsVol. 16(1)
National University of Tainan (TW), National Chiayi University (TW), National Cheng Kung University Hospital (TW), National Cheng Kung University (TW)
Good health and well-being
Openalex Percentile: Top 84%
Computational Drug Discovery Methods
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Virtual screening of novel alkaloids as potent inhibitors for G2032R-mutant ROS1 kinase in non-small-cell lung cancer — Shu-Chi Cho, Chung Ta Lee, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS