Department of Urology, Zhongshan City People's Hospital, Zhongshan, Guangdong, China.
Department of First Clinical Medical College, Guangdong Medical University, Zhanjiang, Guangdong, China.
Front Immunol. 2024 Oct 28;15:1471198. doi: 10.3389/fimmu.2024.1471198. eCollection 2024.
Prostate cancer (PCa) is one of the most common malignancies of the urinary system. Cuproptosis, a newly discovered form of cell death. The relationship between cuproptosis-related long non-coding RNAs (ClncRNAs) related to PCa and prognosis remains unclear. This study aimed to explore the clinical significance of novel ClncRNAs in the prognostic assessment of PCa.
ClncRNAs and differentially expressed mRNAs linked to these ClncRNAs were identified using Pearson's correlation and differential expression analyses. A prognostic signature (risk score) comprising three ClncRNAs was established based on multivariable Cox regression analysis. The predictive performance of this ClncRNAs signature was validated using receiver operating characteristic curves and nomograms. Finally, further cell experiments were conducted for validation, including quantitative polymerase chain reaction (qPCR), western blot (WB), cell proliferation assays, cell migration assays, cell invasion assays, apoptosis, and cell cycle analysis.
We constructed a prognostic signature of ClncRNAs for PCa comprising three key differentially expressed ClncRNAs(AC010896-1, AC016394-2, and SNHG9). Multivariable Cox regression analysis indicated that clinical staging and risk scores of the ClncRNAs signature were independent prognostic factors for PCa. Compared to other clinical features, the ClncRNAs signature exhibited higher diagnostic efficiency and performed well in predicting the 1-, 3-, and 5-year progression-free intervals (PFIs) for PCa. Notably, in terms of immune activity, PCa patients with high-risk scores exhibited higher tumor mutational burden (TMB) levels, while their Tumor Immune Dysfunction and Exclusion (TIDE) scores were lower than those of PCa patients with low-risk scores. Additionally, cellular functional experiments, we knocked down SNHG9 that is the most significantly differentially expressed ClncRNA among the three key ClncRNAs. SNHG9 knockdown resulted in a significant increase in G1 phase cells and a decrease in S and G2 phases, indicating inhibition of DNA synthesis and cell cycle progression. Colony formation assays showed reduced clonogenic ability, with fewer and smaller colonies. Western blot analysis revealed the upregulation of the key cuproptosis-related mRNAs FDX1 and DLST. These findings suggested that SNHG9 promotes PCa cell proliferation, migration, and invasion.
Building on the three ClncRNAs, we identified a novel prognostic signature of PCa. The ClncRNA SNHG9 can promote PCa cell proliferation, migration, and invasion.
前列腺癌(PCa)是泌尿系统最常见的恶性肿瘤之一。铜死亡是一种新发现的细胞死亡形式。与前列腺癌相关的铜死亡相关长非编码 RNA(ClncRNA)的关系及其预后仍不清楚。本研究旨在探讨新型 ClncRNA 在前列腺癌预后评估中的临床意义。
使用 Pearson 相关性和差异表达分析鉴定与 ClncRNA 相关的差异表达 mRNA。基于多变量 Cox 回归分析,建立了包含三个 ClncRNA 的预后评分。使用接受者操作特征曲线和列线图验证该 ClncRNA 标志物的预测性能。最后,进行了进一步的细胞实验验证,包括定量聚合酶链反应(qPCR)、western blot(WB)、细胞增殖实验、细胞迁移实验、细胞侵袭实验、细胞凋亡和细胞周期分析。
我们构建了一个包含三个关键差异表达 ClncRNA(AC010896-1、AC016394-2 和 SNHG9)的前列腺癌预后 ClncRNA 标志物。多变量 Cox 回归分析表明,临床分期和 ClncRNA 标志物的风险评分是前列腺癌的独立预后因素。与其他临床特征相比,ClncRNA 标志物在预测前列腺癌的 1 年、3 年和 5 年无进展间隔(PFI)方面具有更高的诊断效率。值得注意的是,在免疫活性方面,高风险评分的前列腺癌患者具有更高的肿瘤突变负荷(TMB)水平,而其肿瘤免疫功能障碍和排除(TIDE)评分低于低风险评分的前列腺癌患者。此外,通过细胞功能实验,我们敲低了三个关键 ClncRNA 中差异最显著的 SNHG9。SNHG9 敲低导致 G1 期细胞显著增加,S 期和 G2 期细胞减少,表明 DNA 合成和细胞周期进程受到抑制。集落形成实验显示克隆形成能力降低,集落数量减少且体积较小。Western blot 分析显示关键铜死亡相关 mRNAs FDX1 和 DLST 的上调。这些发现表明 SNHG9 促进了前列腺癌细胞的增殖、迁移和侵袭。
基于三个 ClncRNA,我们确定了一种新的前列腺癌预后标志物。ClncRNA SNHG9 可以促进前列腺癌细胞的增殖、迁移和侵袭。