Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, People's Republic of China.
Department of Urology, The First Affiliated Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, People's Republic of China.
Aging Male. 2023 Dec;26(1):2183947. doi: 10.1080/13685538.2023.2183947.
Benign prostate hyperplasia (BPH) and prostate cancer (CaP) are among the most frequently occurring prostatic diseases. When CaP progressed to castration-resistant CaP (CRPC), the prognosis is poor. Although CaP/CRPC and BPH frequently coexist in prostate, the inter-relational mechanism between them is largely unknown.
Single-cell RNA sequencing, bulk-RNA sequencing, and microarray data of BPH, CaP in the Gene Expression Omnibus database were obtained and comprehensively analyzed. Weighted Gene Co-Expression Network Analysis (WGCNA) and lasso regression analysis were performed to explore the potential biomarkers.
With WGCNA, five modules in BPH, two in CaP, and three in CRPC were identified as significant modules. Pathway enrichment analysis found that the epigenetics and chromosomal-related signaling were dominantly clustered in the CaP group but not in BPH and CRPC. Lasso regression analysis was used to analyze further the mutual genes between the BPH module and the CRPC module. As a result, DDA1, ERG28, OGFOD1, and OXA1L were significantly correlated with the transcriptomic features in both BPH and CRPC. More importantly, the role of the four gene signatures was validated in two independent anti-PD-1 immunotherapy cohort.
This study revealed the shared gene signatures and immune microenvironment between BPH and CRPC. The identified hub genes, including DDA1, ERG28, OGFOD1, and OXA1L, might be potential therapeutic targets for facilitating immunotherapy in prostate cancer.
良性前列腺增生症(BPH)和前列腺癌(CaP)是最常见的前列腺疾病之一。当 CaP 进展为去势抵抗性 CaP(CRPC)时,预后较差。尽管 CaP/CRPC 和 BPH 经常同时存在于前列腺中,但它们之间的相互关系机制在很大程度上尚不清楚。
从基因表达综合数据库中获得了 BPH、CaP 的单细胞 RNA 测序、批量 RNA 测序和微阵列数据,并进行了综合分析。采用加权基因共表达网络分析(WGCNA)和套索回归分析来探索潜在的生物标志物。
通过 WGCNA,在 BPH 中鉴定出五个显著模块,在 CaP 中鉴定出两个显著模块,在 CRPC 中鉴定出三个显著模块。通路富集分析发现,表观遗传学和染色体相关信号在 CaP 组中占主导地位,但在 BPH 和 CRPC 中没有。套索回归分析进一步分析了 BPH 模块和 CRPC 模块之间的互作基因。结果表明,DDA1、ERG28、OGFOD1 和 OXA1L 与 BPH 和 CRPC 的转录组特征显著相关。更重要的是,这四个基因特征在两个独立的抗 PD-1 免疫治疗队列中得到了验证。
本研究揭示了 BPH 和 CRPC 之间共享的基因特征和免疫微环境。鉴定出的 DDA1、ERG28、OGFOD1 和 OXA1L 等核心基因可能是促进前列腺癌免疫治疗的潜在治疗靶点。