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.
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References
Rod, N. H. et al. Cancer burden among adolescents and young adults in relation to childhood adversity: a nationwide life-course cohort study of 1.2 million individuals. Lancet Reg. Health Eur 27 (2023).
Bray, F. et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 74, 229–263 (2024).
Min, H. Y. & Lee, H. Y. Molecular targeted therapy for anticancer treatment. Exp. Mol. Med. 54, 1670–1694 (2022).
Kosorok, M. R. & Laber, E. B. Precision medicine. Annu. Rev. Stat. Appl. 6, 263–286 (2019).
Farhat, J., Alzyoud, L., AlWahsh, M., Acharjee, A. & Al-Omari, B. Advancing precision medicine: the role of genetic testing and sequencing technologies in identifying biological markers for rare cancers. Cancer Med. 14, e70853 (2025).
Yang, X., Tang, Z., Li, J., Jiang, J. & Liu, Y. Progress of non-small-cell lung cancer with ROS1 rearrangement. Front. Mol. Biosci. 10, 1238093 (2023).
Bergethon, K. et al. ROS1 rearrangements define a unique molecular class of lung cancers. J. Clin. Oncol. 30, 863–870 (2012).
Charest, A. et al. Fusion of FIG to the receptor tyrosine kinase ROS in a glioblastoma with an interstitial Del (6)(q21q21). Genes Chromosomes Cancer. 37, 58–71 (2003).
Lee, J. et al. Identification of ROS1 rearrangement in gastric adenocarcinoma. Cancer 119, 1627–1635 (2013).
Gendarme, S., Bylicki, O., Chouaid, C. & Guisier, F. ROS-1 fusions in non-small-cell lung cancer: evidence to date. Curr. Oncol. 29, 641–658 (2022).
Hsu, J. C. et al. Lung cancer survival and mortality in Taiwan following the initial launch of targeted therapies: an interrupted time series study. BMJ Open. 10, e033427. https://doi.org/10.1136/bmjopen-2019-033427 (2020).
Zhou, J. et al. Global burden of lung cancer in 2022 and projections to 2050: incidence and mortality estimates from GLOBOCAN. Cancer Epidemiol. 93, 102693 (2024).
Drilon, A. et al. Repotrectinib in ROS1 fusion–positive non–small-cell lung cancer. N Engl. J. Med. 390, 118–131 (2024).
Roskoski, R. Jr ROS1 protein-tyrosine kinase inhibitors in the treatment of ROS1 fusion protein-driven non-small cell lung cancers. Pharmacol. Res. 121, 202–212 (2017).
Vilachã, J. F., Wassenaar, T. A. & Marrink, S. J. Structural aspects of the ROS1 kinase domain and oncogenic mutations. Crystals 14, 106 (2024).
Bubendorf, L. et al. Testing for ROS1 in non-small cell lung cancer: a review with recommendations. Virchows Arch. 469, 489–503 (2016).
Zhong, E. & Huang, H. Crizotinib in ROS1 rearranged non-small cell lung cancer (NSCLC), from response to resistance. BMJ Case Rep. 2016, bcr2016217322. https://doi.org/10.1136/bcr-2016-217322 (2016).
Katayama, R. et al. The new-generation selective ROS1/NTRK inhibitor DS-6051b overcomes Crizotinib resistant ROS1-G2032R mutation in preclinical models. Nat. Commun. 10, 3604 (2019).
Thawani, R. et al. TKI type switching overcomes ROS1 L2086F in ROS1 fusion-positive cancers. NPJ Precis Oncol. 8, 175 (2024).
Girard, N. et al. Lorlatinib for advanced ROS1 + non-small-cell lung cancer: results of the IFCT-1803 LORLATU study. ESMO open. 7, 100418 (2022).
Jóri, B. et al. Acquired G2032R resistance mutation in ROS1 to lorlatinib therapy detected with liquid biopsy. Curr. Oncol. 29, 6628–6634 (2022).
Fabbri, L. et al. From development to place in therapy of lorlatinib for the treatment of ALK and ROS1 rearranged non-small cell lung cancer (NSCLC). Diagnostics 14, 48 (2023).
Adibah, K. Z. M. & Azzreena, M. A. Plant toxins: alkaloids and their toxicities. GSC biol. pharm. sci. 6, 21–29 (2019).
Qian, J. & Brouwer, A. M. Excited state proton transfer in the Cinchona alkaloid cupreidine. Phys. Chem. Chem. Phys. 12, 12562–12569 (2010).
Olofinsan, K., Abrahamse, H. & George, B. P. Therapeutic role of alkaloids and alkaloid derivatives in cancer management. Molecules 28, 5578 (2023).
Bribi, N. Pharmacological activity of alkaloids: a review. Asian J. Bot. 1, 1–6 (2018).
Cai, Y. et al. Efficacy and underlying mechanisms of Berberine against lipid metabolic diseases: a review. Front. Pharmacol. 14, 1283784 (2023).
Renard, I. & Ben Mamoun, C. Treatment of human babesiosis: then and now. Pathogens 10, 1120 (2021).
Shanks, G. D. Historical review: problematic malaria prophylaxis with quinine. Am. J. Trop. Med. 95, 269 (2016).
Banyal, A. et al. Vinca alkaloids as a potential cancer therapeutics: recent update and future challenges. 3 Biotech. 13, 211 (2023).
Agu, P. C. et al. Molecular Docking as a tool for the discovery of molecular targets of nutraceuticals in diseases management. Sci. Rep. 13, 13398 (2023).
Wei, H. & McCammon, J. A. Structure and dynamics in drug discovery. NPJ Drug Discov. 1, 1 (2024).
Parate, S., Kumar, V., Hong, J. C. & Lee, K. W. Identification of flavonoids as putative ROS-1 kinase inhibitors using pharmacophore modeling for NSCLC therapeutics. Molecules 26, 2114 (2021).
Eberhardt, J., Santos-Martins, D., Tillack, A. F. & Forli, S. AutoDock Vina 1.2. 0: new Docking methods, expanded force field, and python bindings. J. Chem. Inf. Model. 61, 3891–3898 (2021).
Raez, L. E., Manca, P., Rolfo, C. & Singh, V. ROS-1 rearrangements in Circulating tumor cells. J. Thorac. Oncol. 13, e71–e72 (2018).
Shaw, A. T. et al. First-line lorlatinib or Crizotinib in advanced ALK-positive lung cancer. N Engl. J. Med. 383, 2018–2029 (2020).
Heinrich, M., Mah, J. & Amirkia, V. Alkaloids used as medicines: structural phytochemistry Meets biodiversity—An update and forward look. Molecules 26, 1836 (2021).
Baunbæk, D. et al. Anticancer alkaloid lamellarins inhibit protein kinases. Mar. Drugs. 6, 514–527 (2008).
Xu, D. et al. Isolation and identification of Yibeinoside A. Acta Pharm. Sin. 25, 795–797 (1990).
Bhati, R., Singh, A., Saharan, V. A., Ram, V. & Bhandari, A. Strychnos nux-vomica seeds: pharmacognostical standardization, extraction, and antidiabetic activity. J. Ayurveda Integr. Med. 3, 80 (2012).
Rajput, A., Sharma, R. & Bharti, R. Pharmacological activities and toxicities of alkaloids on human health. Mater. Today Proc. 48, 1407–1415 (2022).
Bauer, T. M. et al. Clinical management of adverse events associated with lorlatinib. Oncologist 24, 1103–1110 (2019).
Steiner, T. & Koellner, G. Hydrogen bonds with π-acceptors in proteins: frequencies and role in stabilizing local 3D structures. J. Mol. Biol. 305, 535–557 (2001).
Guterres, H. & Im, W. Improving protein-ligand Docking results with high-throughput molecular dynamics simulations. J. Chem. Inf. Model. 60, 2189–2198 (2020).
Fatriansyah, J. F. et al. Molecular dynamics simulation of ligands from Anredera cordifolia (Binahong) to the main protease (Mpro) of SARS-CoV-2. J. Trop. Med. 2022, 1178228 (2022).
Rampogu, S., Lee, G., Park, J. S., Lee, K. W. & Kim, M. O. Molecular Docking and molecular dynamics simulations discover Curcumin analogue as a plausible dual inhibitor for SARS-CoV-2. Int. J. Mol. Sci. 23, 1771 (2022).
Bagewadi, Z. K. et al. Molecular dynamics and simulation analysis against superoxide dismutase (SOD) target of micrococcus luteus with secondary metabolites from Bacillus licheniformis recognized by genome mining approach. Saudi J. Biol. Sci. 30, 103753 (2023).
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Shu-Chi Cho: Conceptualization, data curation, formal analysis, methodology, software, writing - original draft. Yi-Wen Wang: Formal analysis, methodology. Chien-An Chu: Data curation, software. Ming-Chih Huang: Conceptualization, software. Chung-Ta Lee: Conceptualization, funding acquisition, project administration, writing - review and editing. All authors read and approved the final manuscript.
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Cho, SC., Wang, YW., Chu, CA. et al. Virtual screening of novel alkaloids as potent inhibitors for G2032R-mutant ROS1 kinase in non-small-cell lung cancer. Sci Rep (2026). https://doi.org/10.1038/s41598-026-36317-4
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DOI: https://doi.org/10.1038/s41598-026-36317-4


