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通过孟德尔随机化研究、贝叶斯共定位和分子对接联合鉴定前列腺癌潜在治疗靶点及虚拟药物筛选

Identification of prostate cancer potential therapeutic targets and virtual drug screening through combined Mendelian randomization study, Bayesian colocalization and molecular docking.

作者信息

Liang Zilong, Hu Conglei, Pang Haofeng, Shao Yongxiang, Kong Lingchen, Cheng Meng, Du Haiyang, Feng Tianxi, Fan Zudu, Yao Liping, Liu Fei

机构信息

Department of Urology, Xijing Hospital, Air Force Medical University, Xi'an, 710032, China.

Department of Urology, Air Force Medical Center of PLA, Air Force Medical University, Beijing, 100142, China.

出版信息

Discov Oncol. 2025 Jun 18;16(1):1149. doi: 10.1007/s12672-025-02968-4.

DOI:10.1007/s12672-025-02968-4
PMID:40533710
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12176702/
Abstract

BACKGROUND

Prostate cancer (PCa) faces significant global challenges, including rising incidence and drug resistance. Our research aims to identify novel protein targets for innovative treatments, evaluate potential adverse effects, and find compounds with strong binding affinity.

METHODS

We conducted a proteomic Mendelian randomization (MR) study to assess the causal relationship between plasma proteins and PCa risk. Plasma protein data were obtained from the UK Biobank Pharmaceutical Proteomics Project, which includes GWAS data for 2940 plasma proteins. The PCa GWAS data were sourced from the PRACTICAL Consortium me-ta-analysis, encompassing 79,148 patients and 61,106 controls. Plasma proteins with positive MR results were further analyzed for Bayesian colocalization, druggability, and stratification. We performed a phenome-wide association study (PheWAS) on first and second tier proteins and screened first tier proteins against TS Biochem's library of 2070 anti- PCa com-pounds using molecular docking.

RESULTS

The MR study revealed five plasma proteins as protective factors and nine as risk factors for PCa (P < 0.05). Subsequent analyses identified SCP2 (OR: 2.10, 95% CI:1.45-3.03, P = 0.027) and C5 (OR: 1.23, 95% CI:1.10-1.37, P = 0.037) as promising drug targets. Molecular docking showed beta-Amyrone exhibited strong binding energy with both SCP2 and C5 (binding energies of - 9.2 kcal/mol and - 8.9 kcal/mol, respectively), suggesting its potential as a dual-target inhibitor.

CONCLUSION

Our study identified several protein biomarkers associated with PCa risk and screened potential compounds using molecular docking. These findings provide new insights and promising targets for PCa drug development, with beta-Amyrone showing strong potential as a dual-target inhibitor against both C5 and SCP2.

摘要

背景

前列腺癌(PCa)面临着重大的全球挑战,包括发病率上升和耐药性问题。我们的研究旨在识别用于创新治疗的新型蛋白质靶点,评估潜在的不良反应,并找到具有强结合亲和力的化合物。

方法

我们进行了一项蛋白质组孟德尔随机化(MR)研究,以评估血浆蛋白与PCa风险之间的因果关系。血浆蛋白数据来自英国生物银行药物蛋白质组学项目,该项目包括2940种血浆蛋白的全基因组关联研究(GWAS)数据。PCa的GWAS数据来自PRACTICAL联盟的荟萃分析,涵盖79148例患者和61106例对照。对MR结果为阳性的血浆蛋白进一步进行贝叶斯共定位、成药可能性和分层分析。我们对一线和二线蛋白进行了全表型关联研究(PheWAS),并使用分子对接技术针对TS Biochem公司的2070种抗PCa化合物库对一线蛋白进行筛选。

结果

MR研究揭示了5种血浆蛋白为PCa的保护因素,9种为风险因素(P<0.05)。随后的分析确定SCP2(比值比:2.10,95%置信区间:1.45-3.03,P=0.027)和C5(比值比:1.23,95%置信区间:1.10-1.37,P=0.037)为有前景的药物靶点。分子对接显示β-香树精与SCP2和C5均表现出很强的结合能(结合能分别为-9.2千卡/摩尔和-8.9千卡/摩尔),表明其作为双靶点抑制剂的潜力。

结论

我们的研究确定了几种与PCa风险相关的蛋白质生物标志物,并使用分子对接技术筛选了潜在化合物。这些发现为PCa药物开发提供了新的见解和有前景的靶点,β-香树精作为针对C5和SCP2的双靶点抑制剂显示出强大的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/84a555478f04/12672_2025_2968_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/dedd0dc600fc/12672_2025_2968_Fig1_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/84a555478f04/12672_2025_2968_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/dedd0dc600fc/12672_2025_2968_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/3fc8394139b8/12672_2025_2968_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/a9869b1c096d/12672_2025_2968_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/a1764c2cb5da/12672_2025_2968_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/a9a2a172c31e/12672_2025_2968_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/19b048123abd/12672_2025_2968_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2490/12176702/84a555478f04/12672_2025_2968_Fig7_HTML.jpg

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