Emadeldin M. Kamel , Saleh Maodaa , Sarah I. Othman , Adil Abalkhail , Faris F. Aba Alkhayl , Al Mokhtar Lamsabhi
{"title":"基于生物碱的醛糖还原酶抑制机制:计算视角和实验验证","authors":"Emadeldin M. Kamel , Saleh Maodaa , Sarah I. Othman , Adil Abalkhail , Faris F. Aba Alkhayl , Al Mokhtar Lamsabhi","doi":"10.1016/j.bbagen.2025.130841","DOIUrl":null,"url":null,"abstract":"<div><div>Excessive aldose reductase activity drives the polyol-pathway damage that underlies diabetic cataract, neuropathy and nephropathy, yet few safe, potent AR inhibitors have reached the clinic. Here we integrated virtual screening, atomistic simulation and enzymology to evaluate six natural alkaloids—calycanthine, rutaecarpine, glaucine, sparteine, berbamine and tetrandrine—as prospective AR antagonists. A 2500-compound AutoDock Vina screen singled out these scaffolds for high predicted affinity (≤ − 7.0 kcal mol<sup>−1</sup>), chemotype diversity and favorable <em>in silico</em> developability. Docking located all ligands within the catalytic cleft; 200-ns MD trajectories plus free-energy landscapes revealed that rutaecarpine and the bis-benzylisoquinolines tetrandrine and berbamine clamp the anion-binding and specificity pockets simultaneously, collapsing conformational space into a single deep basin. MM/PBSA analysis ranked tetrandrine highest (ΔG<sub>total</sub> = −35.8 ± 2.5 kcal mol<sup>−1</sup>) followed by rutaecarpine (−23.0 ± 1.3 kcal mol<sup>−1</sup>) and berbamine (−19.4 ± 2.7 kcal mol<sup>−1</sup>); per-residue decomposition highlighted Phe122, Trp219 and Leu300 as recurring hot-spots. <em>In vitro</em>, the same hierarchy emerged: tetrandrine inhibited recombinant human AR with an IC₅₀ of 1.56 ± 0.23 μM, outperforming quercetin (2.37 ± 0.27 μM), while rutaecarpine and berbamine yielded IC₅₀ values of 4.84 ± 0.81 and 7.35 ± 0.78 μM, respectively. Lineweaver–Burk and Michaelis–Menten plots demonstrated non-competitive inhibition, aligning with the MD-inferred pocket-clamping mechanism. ADMET profiling identified rutaecarpine as the most balanced lead (Lipinski-compliant, moderate hERG/CYP risk), whereas tetrandrine's hERG liability and low solubility call for scaffold refinement. This study validates bis-benzylisoquinoline and indolo-quinazolinone frameworks as privileged AR inhibitory chemotypes and showcases an end-to-end computational–experimental pipeline that rapidly converts ethnopharmacological molecules into mechanistically characterized leads for managing diabetic complications.</div></div>","PeriodicalId":8800,"journal":{"name":"Biochimica et biophysica acta. General subjects","volume":"1869 9","pages":"Article 130841"},"PeriodicalIF":2.8000,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mechanism of alkaloid-based inhibition of aldose reductase: Computational perspectives and experimental validations\",\"authors\":\"Emadeldin M. Kamel , Saleh Maodaa , Sarah I. Othman , Adil Abalkhail , Faris F. Aba Alkhayl , Al Mokhtar Lamsabhi\",\"doi\":\"10.1016/j.bbagen.2025.130841\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Excessive aldose reductase activity drives the polyol-pathway damage that underlies diabetic cataract, neuropathy and nephropathy, yet few safe, potent AR inhibitors have reached the clinic. Here we integrated virtual screening, atomistic simulation and enzymology to evaluate six natural alkaloids—calycanthine, rutaecarpine, glaucine, sparteine, berbamine and tetrandrine—as prospective AR antagonists. A 2500-compound AutoDock Vina screen singled out these scaffolds for high predicted affinity (≤ − 7.0 kcal mol<sup>−1</sup>), chemotype diversity and favorable <em>in silico</em> developability. Docking located all ligands within the catalytic cleft; 200-ns MD trajectories plus free-energy landscapes revealed that rutaecarpine and the bis-benzylisoquinolines tetrandrine and berbamine clamp the anion-binding and specificity pockets simultaneously, collapsing conformational space into a single deep basin. MM/PBSA analysis ranked tetrandrine highest (ΔG<sub>total</sub> = −35.8 ± 2.5 kcal mol<sup>−1</sup>) followed by rutaecarpine (−23.0 ± 1.3 kcal mol<sup>−1</sup>) and berbamine (−19.4 ± 2.7 kcal mol<sup>−1</sup>); per-residue decomposition highlighted Phe122, Trp219 and Leu300 as recurring hot-spots. <em>In vitro</em>, the same hierarchy emerged: tetrandrine inhibited recombinant human AR with an IC₅₀ of 1.56 ± 0.23 μM, outperforming quercetin (2.37 ± 0.27 μM), while rutaecarpine and berbamine yielded IC₅₀ values of 4.84 ± 0.81 and 7.35 ± 0.78 μM, respectively. Lineweaver–Burk and Michaelis–Menten plots demonstrated non-competitive inhibition, aligning with the MD-inferred pocket-clamping mechanism. ADMET profiling identified rutaecarpine as the most balanced lead (Lipinski-compliant, moderate hERG/CYP risk), whereas tetrandrine's hERG liability and low solubility call for scaffold refinement. 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Mechanism of alkaloid-based inhibition of aldose reductase: Computational perspectives and experimental validations
Excessive aldose reductase activity drives the polyol-pathway damage that underlies diabetic cataract, neuropathy and nephropathy, yet few safe, potent AR inhibitors have reached the clinic. Here we integrated virtual screening, atomistic simulation and enzymology to evaluate six natural alkaloids—calycanthine, rutaecarpine, glaucine, sparteine, berbamine and tetrandrine—as prospective AR antagonists. A 2500-compound AutoDock Vina screen singled out these scaffolds for high predicted affinity (≤ − 7.0 kcal mol−1), chemotype diversity and favorable in silico developability. Docking located all ligands within the catalytic cleft; 200-ns MD trajectories plus free-energy landscapes revealed that rutaecarpine and the bis-benzylisoquinolines tetrandrine and berbamine clamp the anion-binding and specificity pockets simultaneously, collapsing conformational space into a single deep basin. MM/PBSA analysis ranked tetrandrine highest (ΔGtotal = −35.8 ± 2.5 kcal mol−1) followed by rutaecarpine (−23.0 ± 1.3 kcal mol−1) and berbamine (−19.4 ± 2.7 kcal mol−1); per-residue decomposition highlighted Phe122, Trp219 and Leu300 as recurring hot-spots. In vitro, the same hierarchy emerged: tetrandrine inhibited recombinant human AR with an IC₅₀ of 1.56 ± 0.23 μM, outperforming quercetin (2.37 ± 0.27 μM), while rutaecarpine and berbamine yielded IC₅₀ values of 4.84 ± 0.81 and 7.35 ± 0.78 μM, respectively. Lineweaver–Burk and Michaelis–Menten plots demonstrated non-competitive inhibition, aligning with the MD-inferred pocket-clamping mechanism. ADMET profiling identified rutaecarpine as the most balanced lead (Lipinski-compliant, moderate hERG/CYP risk), whereas tetrandrine's hERG liability and low solubility call for scaffold refinement. This study validates bis-benzylisoquinoline and indolo-quinazolinone frameworks as privileged AR inhibitory chemotypes and showcases an end-to-end computational–experimental pipeline that rapidly converts ethnopharmacological molecules into mechanistically characterized leads for managing diabetic complications.
期刊介绍:
BBA General Subjects accepts for submission either original, hypothesis-driven studies or reviews covering subjects in biochemistry and biophysics that are considered to have general interest for a wide audience. Manuscripts with interdisciplinary approaches are especially encouraged.