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揭示山奈酚对结直肠癌抗癌作用的分子机制途径:一种反向药理学网络方法。

Unravelling the molecular mechanistic pathway underlying the anticancer effects of kaempferol in colorectal cancer: a reverse pharmacology network approach.

作者信息

Priyamvada P, Ashok Gayathri, Joshi Tushar, Anbarasu Suvitha, Anbarasu Anand, Ramaiah Sudha

机构信息

Medical and Biological Computing Laboratory, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India.

Department of Bio-Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India.

出版信息

Mol Divers. 2025 Apr;29(2):1049-1067. doi: 10.1007/s11030-024-10890-0. Epub 2024 May 25.

DOI:10.1007/s11030-024-10890-0
PMID:38795259
Abstract

Colorectal cancer (CRC) is the third most diagnosed and highly fatal malignancy, presenting serious health concerns worldwide. The search for an effective cure for CRC is challenging and poses a serious concern. Kaempferol is a potent anti-cancerous bioactive compound often suggested for treating various cancers, including CRC. However, its underlying molecular mechanism against CRC remains unclear. The present study delves into kaempferol's molecular pathways and underlying molecular mechanisms against CRC targets. The target protein-coding genes for kaempferol were retrieved, and the CRC-associated genes were curated. Twelve common targets with a disease specificity index of > 0.6 were validated for their protein expression at different stages of CRC. Over-expressed USP1, SETD7, POLH, TDP1 and RACGAP1 were selected for further studies. The binding affinities of kaempferol to the corresponding proteins were evaluated using molecular docking and Molecular Dynamics (MD) simulations. SETD7 exhibited the highest binding affinity with the lowest binding energy (- 8.06 kcal/mol). Additionally, the MD simulation, and MM-PBSA conferred SETD7-kaempferol complex had the least root-mean-square deviation with lower interaction energy and higher conformational stability. The protein-protein interaction of SETD7 constructed revealed direct interactors, namely, DNMT1, FOXO1, FOXO3, FOXO4, H3-3B, H3-4, H3C12, H3C13, SETD7, SIRT1 and TP53, have a potential role in cancer progression through FOXO signalling. In summary, our study revealed kaempferol's multi-target and synergistic effect on multiple CRC targets and its underlying mechanisms. Finally, the study recommends in-vitro and in-vivo trials for validation of anti-cancerous drugs for CRC.

摘要

结直肠癌(CRC)是第三大最常被诊断出且具有高度致命性的恶性肿瘤,在全球范围内引发了严重的健康问题。寻找一种有效的CRC治疗方法具有挑战性,且令人严重关切。山奈酚是一种具有强大抗癌活性的生物活性化合物,常被建议用于治疗包括CRC在内的各种癌症。然而,其针对CRC的潜在分子机制仍不清楚。本研究深入探讨了山奈酚针对CRC靶点的分子途径和潜在分子机制。检索了山奈酚的靶蛋白编码基因,并整理了与CRC相关的基因。对12个疾病特异性指数>0.6的常见靶点在CRC不同阶段的蛋白表达进行了验证。选择过表达的USP1、SETD7、POLH、TDP1和RACGAP1进行进一步研究。使用分子对接和分子动力学(MD)模拟评估了山奈酚与相应蛋白的结合亲和力。SETD7表现出最高的结合亲和力和最低的结合能(-8.06千卡/摩尔)。此外,MD模拟和MM-PBSA表明SETD7-山奈酚复合物具有最小的均方根偏差、较低的相互作用能和较高的构象稳定性。构建的SETD7的蛋白质-蛋白质相互作用揭示了直接相互作用分子,即DNMT1、FOXO1、FOXO3、FOXO4、H3-3B、H3-4、H3C12、H3C13、SETD7、SIRT1和TP53,它们通过FOXO信号通路在癌症进展中具有潜在作用。总之,我们的研究揭示了山奈酚对多个CRC靶点的多靶点和协同作用及其潜在机制。最后,该研究建议进行体外和体内试验以验证用于CRC的抗癌药物。

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本文引用的文献

1
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2
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ACS Omega. 2023 Oct 10;8(42):39454-39467. doi: 10.1021/acsomega.3c05210. eCollection 2023 Oct 24.
3
Potential Signature Therapeutic Biomarkers TOP2A, MAD2L1, and CDK1 in Colorectal Cancer: A Systems Biomedicine-Based Approach.
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Sci Rep. 2025 Apr 8;15(1):12033. doi: 10.1038/s41598-025-94793-6.
4
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5
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Mol Biotechnol. 2024 Sep 12. doi: 10.1007/s12033-024-01265-9.
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9
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