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利用分子动力学模拟和MMPBSA计算评估选定的本土香料和草药衍生小分子作为SREBP潜在抑制剂及其对乳腺癌的影响

Evaluation of selected indigenous spices- and herbs-derived small molecules as potential inhibitors of SREBP and its implications for breast cancer using MD simulations and MMPBSA calculations.

作者信息

Tiwari Urvashi, Akhtar Salman, Mir Snober S, Khan Mohammad Kalim Ahmad

机构信息

Department of Biosciences, Integral University, Lucknow, Uttar Pradesh, 226026, India.

Department of Bioengineering, Integral University, Lucknow, Uttar Pradesh, 226026, India.

出版信息

Mol Divers. 2025 Feb 3. doi: 10.1007/s11030-025-11122-9.

Abstract

In this study, we conducted an extensive analysis of 252 bioactive compounds derived from native spices and herbs for their potential anti-breast cancer activity against sterol regulatory element-binding protein (SREBP), using in silico techniques. To evaluate the oral bioavailability, overall pharmacokinetics, and safety profiles of these compounds, we employed Lipinski's rule of five and ADME descriptors, which depicted 66 lead molecules. These molecules were then docked with the SREBP using molecular docking tools, which revealed that diosgenin and smilagenin were the most promising hits compared to the reference inhibitor betulin, with average binding affinities of - 7.42 and - 7.37 kcal/mol and - 6.27 kcal/mol, respectively. To further assess the stability of these complexes along with betulin, we conducted molecular dynamics simulations over a 100 ns simulation period. We employed various parameters, including the root-mean-square deviation, root-mean-square fluctuation, solvent-accessible surface area, free energy of solvation, and radius of gyration, followed by principal component analysis. Furthermore, we evaluated the toxicity of the selected compounds against various anticancer cell lines, as well as their metabolic activity related to CYP450 metabolism and biological activity spectrum. Based on these results, both molecules exhibited promising drug candidate potential and could be utilized for further experimental analysis to elucidate their anticancer potential.

摘要

在本研究中,我们使用计算机模拟技术,对252种源自天然香料和草药的生物活性化合物针对固醇调节元件结合蛋白(SREBP)的潜在抗乳腺癌活性进行了广泛分析。为了评估这些化合物的口服生物利用度、整体药代动力学和安全性概况,我们采用了Lipinski五规则和ADME描述符,从中筛选出66种先导分子。然后使用分子对接工具将这些分子与SREBP进行对接,结果显示,与参考抑制剂桦木醇相比,薯蓣皂苷元和剑麻皂苷元是最具潜力的命中化合物,其平均结合亲和力分别为-7.42千卡/摩尔、-7.37千卡/摩尔和-6.27千卡/摩尔。为了进一步评估这些复合物与桦木醇的稳定性,我们在100纳秒的模拟周期内进行了分子动力学模拟。我们采用了各种参数,包括均方根偏差、均方根波动、溶剂可及表面积、溶剂化自由能和回转半径,随后进行了主成分分析。此外,我们评估了所选化合物对各种抗癌细胞系的毒性,以及它们与CYP450代谢相关的代谢活性和生物活性谱。基于这些结果,这两种分子均显示出有潜力成为候选药物,可用于进一步的实验分析以阐明其抗癌潜力。

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