Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, China.
Sci Rep. 2024 Sep 17;14(1):21680. doi: 10.1038/s41598-024-72985-w.
Metastasis is the major cause of treatment failure in patients with prostate adenocarcinoma (PRAD). Diverse programmed cell death (PCD) patterns play an important role in tumor metastasis and hold promise as predictive indicators for PRAD metastasis. Using the LASSO Cox regression method, we developed PCD score (PCDS) based on differentially expressed genes (DEGs) associated with PCD. Clinical correlation, external validation, functional enrichment analysis, mutation landscape analysis, tumor immune environment analysis, and immunotherapy analysis were conducted. The role of Prostaglandin D2 Synthase (PTGDS) in PRAD was examined through in vitro experiments, single-cell, and Mendelian randomization (MR) analysis. PCDS is elevated in patients with higher Gleason scores, higher T stage, biochemical recurrence (BCR), and higher prostate-specific antigen (PSA) levels. Individuals with higher PCDS are prone to metastasis, metastasis after BCR, BCR, and castration resistance. Moreover, PRAD patients with low PCDS responded positively to immunotherapy. Random forest analysis and Mendelian randomization analysis identified PTGDS as the top gene associated with PRAD metastasis and in vitro experiments revealed that PTGDS was considerably downregulated in PRAD cells against normal prostate cells. Furthermore, the overexpression of PTGDS was found to suppress the migration, invasion, proliferationof DU145 and LNCaP cells. To sum up, PCDS may be a useful biomarker for forecasting the possibility of metastasis, recurrence, castration resistance, and the efficacy of immunotherapy in PRAD patients. Additionally, PTGDS was identified as a viable therapeutic target for the management of PRAD.
转移是前列腺腺癌 (PRAD) 患者治疗失败的主要原因。多种程序性细胞死亡 (PCD) 模式在肿瘤转移中起着重要作用,并有望成为 PRAD 转移的预测指标。我们使用 LASSO Cox 回归方法,基于与 PCD 相关的差异表达基因 (DEGs) 开发了 PCD 评分 (PCDS)。进行了临床相关性、外部验证、功能富集分析、突变景观分析、肿瘤免疫环境分析和免疫治疗分析。通过体外实验、单细胞和孟德尔随机分析 (MR) 研究了前列腺素 D2 合酶 (PTGDS) 在 PRAD 中的作用。PCDS 在 Gleason 评分较高、T 分期较高、生化复发 (BCR) 和前列腺特异性抗原 (PSA) 水平较高的患者中升高。PCDS 较高的个体易发生转移、BCR 后转移、BCR 和去势抵抗转移。此外,PCDS 较低的 PRAD 患者对免疫治疗有积极反应。随机森林分析和孟德尔随机分析确定 PTGDS 是与 PRAD 转移相关的最重要基因,体外实验表明,PTGDS 在 PRAD 细胞中相对于正常前列腺细胞明显下调。此外,发现过表达 PTGDS 可抑制 DU145 和 LNCaP 细胞的迁移、侵袭和增殖。总之,PCDS 可能是预测 PRAD 患者发生转移、复发、去势抵抗和免疫治疗疗效的有用生物标志物。此外,PTGDS 被确定为 PRAD 管理的可行治疗靶点。