Zhai Jing, Liu Shiwei, Wang Tiantian, Wang Yi, Peng Yu
Department of Urology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No. 110 Ganhe Road, Hongkou District, Shanghai, 200437, China.
Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China.
BMC Cancer. 2025 May 1;25(1):822. doi: 10.1186/s12885-025-14230-9.
Given the limitations of conventional therapies in prostate cancer (PCa) management, identifying novel biomarkers capable of predicting tumor prognosis and immunotherapy response is critically important. This article revealed the prognosis, immunological characteristics, and potential mechanisms of HKR1 in PCa via bulk and single-cell RNA sequencing (scRNA-Seq).
Bulk and scRNA-Seq analyses of HKR1 in PCa were collected from online databases. Differential expression and Cox regression analyses were carried out to evaluate its expression and prognosis values in PCa, respectively. Correlation analyses were performed to evaluate associations between HKR1 expression and enriched pathways, immune cell infiltration, and other relevant biological processes.
HKR1 showed higher expression in PCa than in normal tissues, as verified by qPCR in both PCa cell lines and tissue samples (p < 0.05). ScRNA-seq analysis demonstrated HKR1 expression in malignant cells, epithelial cells, and immune cell populations. Moreover, PCa sufferers with higher HKR1 expressions were linked with poorer prognoses, and Cox regression analysis suggested it was an independent indicator in PCa (p < 0.05). Further, we shed light on the fact that the toll-like receptor, the TGF-beta, and the p53 pathways were significantly related to HKR1 expression in PCa. HKR1 was also found to be markedly linked to immunity in PCa (p < 0.05). Notably, we characterized two novel lncRNA-RBP-HKR1 regulatory axes that potentially modulate HKR1 transcriptional dynamics in prostate carcinogenesis.
HKR1 played an undeniable role in the prognosis and immunological potential of PCa, providing evidence for the molecular mechanisms of HKR1 in PCa.
鉴于传统疗法在前列腺癌(PCa)治疗中的局限性,识别能够预测肿瘤预后和免疫治疗反应的新型生物标志物至关重要。本文通过批量和单细胞RNA测序(scRNA-Seq)揭示了HKR1在PCa中的预后、免疫特征及潜在机制。
从在线数据库收集PCa中HKR1的批量和scRNA-Seq分析数据。分别进行差异表达分析和Cox回归分析,以评估其在PCa中的表达和预后价值。进行相关性分析,以评估HKR1表达与富集通路、免疫细胞浸润及其他相关生物学过程之间的关联。
qPCR在PCa细胞系和组织样本中均验证了HKR1在PCa中的表达高于正常组织(p < 0.05)。scRNA-seq分析表明HKR1在恶性细胞、上皮细胞和免疫细胞群体中表达。此外,HKR1表达较高的PCa患者预后较差,Cox回归分析表明它是PCa的独立指标(p < 0.05)。进一步研究发现,Toll样受体、TGF-β和p53通路与PCa中HKR1的表达显著相关。还发现HKR1在PCa中与免疫明显相关(p < 0.05)。值得注意的是,我们鉴定了两个新的lncRNA-RBP-HKR1调控轴,它们可能在前列腺癌发生过程中调节HKR1的转录动态。
HKR1在PCa的预后和免疫潜力中发挥了不可忽视的作用,为HKR1在PCa中的分子机制提供了证据。