Zhou Qingyu, Guo Dan, Shen Tong, Jiang Huamao
Department of urology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, 121000, Liaoning, China.
Discov Oncol. 2024 Oct 4;15(1):524. doi: 10.1007/s12672-024-01406-1.
Prostate cancer (PCa) is a leading cause of cancer-related mortality among men, characterized by significant heterogeneity that complicates diagnosis and treatment.
To enhance our understanding of PCa, we utilized single-cell RNA sequencing (scRNA-seq) data to identify distinct malignant epithelial cell subpopulations and their molecular characteristics. By integrating scRNA-seq data with bulk RNA-seq data, we constructed a prognostic risk score model. The influence of key genes identified in the risk score on PCa was validated through both in vitro and in vivo experiments. Our study revealed eight unique malignant epithelial cell clusters, each exhibiting distinct molecular characteristics and biological functions. KEGG and GO enrichment analyses highlighted their involvement in various pathways. The prognostic risk score model demonstrated strong predictive power for patient outcomes, particularly in predicting progression-free survival (PFS). Notably, KLHL17, identified as a high-risk gene, was found to significantly impact PCa cell proliferation, migration, invasion, and apoptosis upon knockdown. This finding was further validated in vivo using a subcutaneous xenograft tumor model, where reduced KLHL17 expression led to decreased tumor growth.
Our research provides a comprehensive analysis of PCa heterogeneity and highlights KLHL17 as a potential therapeutic target.
前列腺癌(PCa)是男性癌症相关死亡的主要原因,其显著的异质性使诊断和治疗变得复杂。
为了加深我们对前列腺癌的理解,我们利用单细胞RNA测序(scRNA-seq)数据来识别不同的恶性上皮细胞亚群及其分子特征。通过将scRNA-seq数据与批量RNA-seq数据整合,我们构建了一个预后风险评分模型。通过体外和体内实验验证了风险评分中确定的关键基因对前列腺癌的影响。我们的研究揭示了八个独特的恶性上皮细胞簇,每个簇都表现出不同的分子特征和生物学功能。KEGG和GO富集分析突出了它们参与各种途径。预后风险评分模型对患者预后显示出强大的预测能力,特别是在预测无进展生存期(PFS)方面。值得注意的是,被确定为高风险基因的KLHL17在敲低后被发现对前列腺癌细胞的增殖、迁移、侵袭和凋亡有显著影响。这一发现通过皮下异种移植肿瘤模型在体内进一步得到验证,其中KLHL17表达降低导致肿瘤生长减少。
我们的研究对前列腺癌的异质性进行了全面分析,并突出了KLHL17作为潜在治疗靶点的作用。