Mechanisms Underlying the Therapeutic Effects of GeXiaZhuYu Decoction Treating Colorectal Cancer based on Network Pharmacology, Molecular Docking, and Molecular Dynamics Simulations

分子动力学 化学 背景(考古学) 汤剂 计算生物学 结直肠癌 类黄酮 对接(动物) 分子模型 山奈酚 药理学 生物化学 生物活性 血浆蛋白结合 癌症 生物物理学
作者
Jiawen Li,Ziyu Xiao,Li Wang,Zehao Peng,Xinsen Liu,L Liu,Liwei Yi
出处
期刊:Current Computer - Aided Drug Design [Bentham Science Publishers]
卷期号:22
标识
DOI:10.2174/0115734099443230260223080249
摘要

INTRODUCTION: GeXiaZhuYu Decoction (GXZYD) has long been used in the context of Colorectal Cancer (CRC), yet its active constituents and associated molecular features remain incompletely characterized at the systems level. METHODS: An integrative computational strategy combining network pharmacology, molecular docking, Molecular Dynamics (MD) simulations, and MM-GBSA binding free-energy analysis was applied to characterize the potential pharmacological landscape of GXZYD in CRC. Active compounds and predicted targets were collected from multiple databases, and CRC-related genes were integrated from GeneCards, OMIM, TTD and DrugBank. Overlapping targets were analyzed by PPI networks and GO/KEGG enrichment analyses. MD simulations and MMGBSA calculations were performed to evaluate the dynamic and energetic characteristics of representative ligand-protein associations. Single-cell RNA-seq data (GSE144735) were analyzed to determine cell-type-specific expression of key targets. RESULTS: Quercetin, luteolin, and kaempferol were identified as representative flavonoid constituents of GXZYD, while HSP90AA1, AKT1, and TP53 were highlighted as network-prioritized targets. Molecular docking suggested favorable binding tendencies between these flavonoids and the selected targets. MD simulations revealed target-dependent dynamic behaviors, with HSP90AA1-associated complexes showing comparatively smaller structural fluctuations, AKT1- associated complexes exhibiting moderate stability, and TP53-associated complexes displaying larger conformational variability consistent with its intrinsic flexibility. MM-GBSA analysis supported relatively favorable binding free-energy trends for flavonoids interacting with HSP90AA1 among the examined targets. Single-cell analysis indicated that HSP90AA1 shows relatively higher expression in epithelial cell populations compared with AKT1 and TP53. DISCUSSION: These computational findings provide a systems-level and structure-informed perspective on the potential molecular associations of GXZYD constituents with CRC-related targets, while not implying direct pharmacological effects or causal mechanisms. CONCLUSION: This study delineates representative active constituents, network-prioritized targets, and pathway-level associations related to GXZYD in colorectal cancer, offering testable hypotheses and a theoretical framework for future experimental validation.
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