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基于化学信息学的植物化学物质作为结直肠癌治疗中CDK2抑制剂的筛选与评估

Cheminformatics-based screening and evaluation of phytochemicals as CDK2 inhibitors in colorectal cancer therapy.

作者信息

Tabassum Nowshin, Hossan Md Ekram, Islam Md Mujahidul, Hasan Mahmudul, Islam Md Salamoon, Masud Sunjida, Ahmed Firoz, Siddiquee Noimul Hasan

机构信息

Bioinformatics Laboratory (BioLab), Noakhali, Bangladesh.

Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh.

出版信息

PLoS One. 2025 Sep 3;20(9):e0331438. doi: 10.1371/journal.pone.0331438. eCollection 2025.

Abstract

Colorectal cancer (CRC) poses a significant global health issue. It ranks as the third most common type of cancer and the second leading cause of cancer-related deaths. Among the molecular factors driving its progression, cyclin-dependent kinase 2 (CDK2) plays a key role. CDK2 is a protein kinase essential for regulating the cell cycle, and its dysregulation is implicated in the development of various cancers, notably CRC. Fruquintinib is an already available drug against CRC. However, this study is being performed in search of better drug-like compounds. Some studies have shown that phytochemicals are less toxic and have fewer adverse effects than commercially available medications. With the vision of detecting CDK2 inhibitors, phytochemicals with anticancer activity can be used as alternatives to develop the drug candidate. Cheminformatics-based analysis is used for this purpose. This approach includes molecular docking, adsorption, distribution, metabolism, excretion/toxicity (ADME/T), post-docking molecular mechanism generalized born surface area (MM-GBSA), structural activity relationship (SAR), frontier molecular orbital (FMO), and molecular dynamics (MD) simulations. Molecular docking was employed to determine the binding strength of 4433 phytochemicals with anti-cancer properties sourced from the IMPPAT database. The top five candidates, CIDs-135438111, 6474893, 44257567, 10469828, and 353825, were selected based on their docking scores. Later, three lead compounds, CIDs-6474893, 10469828, and 135438111, were finalized depending on their favorable ADME/T profiles. All three selected pharmaceuticals demonstrated excellent post-dock MM-GBSA scores and HOMO-LUMO energy gaps, which served as confirmation of their efficacy and safety. The SAR analysis also revealed anti-mutagenic, antineoplastic, and apoptosis-inducing properties of the compounds. Finally, the rigidity of the protein-ligand complex structures was verified by MD simulations. Overall, the study suggests these three phytochemicals exhibit stronger binding and better pharmacological profiles than the control (fruquintinib), offering a promising direction for CRC treatment development.

摘要

结直肠癌(CRC)是一个重大的全球健康问题。它是第三大常见癌症类型,也是癌症相关死亡的第二大主要原因。在驱动其进展的分子因素中,细胞周期蛋白依赖性激酶2(CDK2)起着关键作用。CDK2是一种对调节细胞周期至关重要的蛋白激酶,其失调与各种癌症的发生发展有关,尤其是结直肠癌。呋喹替尼是一种已有的抗结直肠癌药物。然而,本研究旨在寻找更好的类药物化合物。一些研究表明,植物化学物质的毒性比市售药物更低,副作用更少。出于检测CDK2抑制剂的目的,具有抗癌活性的植物化学物质可作为开发候选药物的替代品。为此采用了基于化学信息学的分析方法。该方法包括分子对接、吸附、分布、代谢、排泄/毒性(ADME/T)、对接后分子机制广义Born表面积(MM-GBSA)、构效关系(SAR)、前沿分子轨道(FMO)和分子动力学(MD)模拟。采用分子对接来确定从IMPPAT数据库中获取的4433种具有抗癌特性的植物化学物质的结合强度。根据对接分数选出了排名前五的候选物,即化合物识别号(CIDs)-135438111、6474893、44257567、10469828和353825。后来,根据它们良好的ADME/T特性确定了三种先导化合物,即CIDs-6474893、10469828和135438111。所有三种选定的药物都显示出优异的对接后MM-GBSA分数和最高占据分子轨道-最低未占据分子轨道(HOMO-LUMO)能隙,这证实了它们的有效性和安全性。SAR分析还揭示了这些化合物的抗诱变、抗肿瘤和诱导凋亡特性。最后,通过MD模拟验证了蛋白质-配体复合物结构的刚性。总体而言,该研究表明这三种植物化学物质比对照药物(呋喹替尼)表现出更强的结合力和更好的药理学特性,为结直肠癌治疗的发展提供了一个有前景的方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab5a/12407419/51c501400a99/pone.0331438.g001.jpg

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