Department of Urology Surgery, The Second Affiliated Hospital of Guilin Medical University, Guilin Medical University, Guilin, PR China.
Guilin Medical University, Guilin, PR China.
Aging (Albany NY). 2024 Jun 13;16(12):10380-10401. doi: 10.18632/aging.205935.
Prostate cancer is one of the serious health problems of older male, about 13% of male was affected by prostate cancer. Prostate cancer is highly heterogeneity disease with complex molecular and genetic alterations. So, targeting the gene candidates in prostate cancer in single-cell level can be a promising approach for treating prostate cancer. In the present study, we analyzed the single cell sequencing data obtained from 2 previous reports to determine the differential gene expression of prostate cancer in single-cell level. By using the network pharmacology analysis, we identified the therapeutic targets of formononetin in immune cells and tissue cells of prostate cancer. We then applied molecular docking to determine the possible direct binding of formononetin to its target proteins. Our result identified a cluster of differential gene expression in prostate cancer which can serve as novel biomarkers such as immunoglobulin kappa C for prostate cancer prognosis. The result of network pharmacology delineated the roles of formononetin's targets such CD74 and THBS1 in immune cells' function of prostate cancer. Also, formononetin targeted insulin receptor and zinc-alpha-2-glycoprotein which play important roles in metabolisms of tissue cells of prostate cancer. The result of molecular docking suggested the direct binding of formononetin to its target proteins including INSR, TNF, and CXCR4. Finally, we validated our findings by using formononetin-treated human prostate cancer cell DU145. For the first time, our result suggested the use of formononetin for treating prostate cancer through targeting different cell types in a single-cell level.
前列腺癌是老年男性面临的严重健康问题之一,约有 13%的男性受到前列腺癌的影响。前列腺癌是一种高度异质性疾病,具有复杂的分子和遗传改变。因此,在单细胞水平上针对前列腺癌中的基因候选物进行靶向治疗可能是治疗前列腺癌的一种有前途的方法。在本研究中,我们分析了从之前的两项研究中获得的单细胞测序数据,以确定前列腺癌在单细胞水平上的差异基因表达。通过网络药理学分析,我们确定了芒柄花素在前列腺癌免疫细胞和组织细胞中的治疗靶点。然后,我们应用分子对接来确定芒柄花素与靶蛋白的可能直接结合。我们的结果确定了前列腺癌中一组差异表达的基因,这些基因可以作为新型生物标志物,如免疫球蛋白 kappa C,用于前列腺癌的预后。网络药理学的结果描绘了芒柄花素的靶标如 CD74 和 THBS1 在前列腺癌免疫细胞功能中的作用。此外,芒柄花素靶向胰岛素受体和锌-α-2-糖蛋白,它们在前列腺癌组织细胞的代谢中发挥重要作用。分子对接的结果表明芒柄花素与包括 INSR、TNF 和 CXCR4 在内的靶蛋白的直接结合。最后,我们通过用芒柄花素处理人前列腺癌细胞 DU145 来验证我们的发现。这是首次提出在单细胞水平上通过针对不同细胞类型来使用芒柄花素治疗前列腺癌。