Suppr超能文献

基于整合单细胞RNA测序和批量RNA测序队列对前列腺癌中过氧化物酶家族的生化复发预测能力及进展相关性进行表征

Characterization of the Biochemical Recurrence Prediction Ability and Progression Correlation of Peroxiredoxins Family in Prostate Cancer Based on Integrating Single-Cell RNA-Seq and Bulk RNA-Seq Cohorts.

作者信息

Tang Shan, Li Jinchuang, Tian Weicheng, Feng Yuanfa, Deng Yulin, Tan Zeheng, Han Zhaodong, He Huichan, Wu Yongding, Huang Chuyang, Ning Keping, Liu Feng, Luo Hongwei, Cai Shanghua, Ye Jianheng, Zhong Weide

机构信息

Urology Department, The Central Hospital of Shaoyang, Shaoyang, China.

Department of Urology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.

出版信息

Cancer Med. 2025 May;14(9):e70855. doi: 10.1002/cam4.70855.

Abstract

INTRODUCTION

The peroxiredoxins (PRDXs) family plays a crucial role in balancing reactive oxygen species (ROS) levels in tumor cells. However, its potential role in prognosis and therapy response of prostate cancer (PCa) remains unknown.

METHODS

In this study, we utilized 2 public single-cell RNA datasets and 8 bulk-RNA datasets to investigate the clinical value of six PRDXs family members in PCa. Expression comparison, biochemical recurrence analysis, and therapy response analysis were measured. Pathway enrichments were utilized to predict the potential down-stream pathway it may involve. In vitro experiments were used to validate the function of PRDX5 in the progression of castration-resistant prostate cancer (CRPC) cell lines.

RESULT

Among the PRDXs family, PRDX5 was most related to the advancement of prostate cancer. A nomogram integrating the expression of PRDX5 with clinical features was developed to better predict clinical outcomes in PCa patients compared to 30 published signatures. Immunohistochemistry was used to verify that PRDX5 expression was higher in advanced levels of PCa tissue. Gene Set Enrichment Analysis (GSEA) and pathway predictive analysis revealed that the PRDX5 related genes were mainly relevant to ROS Pathway, Mitochondria-related functions, cellular respiration, and oxidative phosphorylation. In vitro cell proliferation assays, ROS determination assay, and apoptosis assay together revealed that depletion of PRDX5 induces apoptosis via ROS accumulation in CRPC cells. Moreover, the expression of PRDX5 in CRPC cells also affects the sensitivity to the ARSI therapy.

CONCLUSION

This study offers new evidence for determining that the expression of PRDX5 is associated with advanced tumor grade, poor prognosis, and suboptimal response to multiple therapies in PCa within the PRDXs family. Last but not least, our study provides new insights into precision medicine in PCa and provides a reference for further research on PRDX5.

摘要

引言

过氧化物还原酶(PRDXs)家族在平衡肿瘤细胞中的活性氧(ROS)水平方面起着至关重要的作用。然而,其在前列腺癌(PCa)预后和治疗反应中的潜在作用仍不清楚。

方法

在本研究中,我们利用2个公共单细胞RNA数据集和8个批量RNA数据集来研究6个PRDXs家族成员在PCa中的临床价值。进行了表达比较、生化复发分析和治疗反应分析。利用通路富集来预测其可能涉及的潜在下游通路。体外实验用于验证PRDX5在去势抵抗性前列腺癌(CRPC)细胞系进展中的功能。

结果

在PRDXs家族中,PRDX5与前列腺癌的进展最为相关。与30个已发表的特征相比,开发了一种将PRDX5表达与临床特征相结合的列线图,以更好地预测PCa患者的临床结果。免疫组织化学用于验证PRDX5在高级别PCa组织中的表达更高。基因集富集分析(GSEA)和通路预测分析表明,与PRDX5相关的基因主要与ROS通路、线粒体相关功能、细胞呼吸和氧化磷酸化有关。体外细胞增殖试验、ROS测定试验和凋亡试验共同表明,PRDXS5的缺失通过CRPC细胞中的ROS积累诱导凋亡。此外,PRDX5在CRPC细胞中的表达也影响对ARSI治疗的敏感性。

结论

本研究为确定PRDX5的表达与PRDXs家族中PCa的高级别肿瘤分级、不良预后和对多种治疗的次优反应相关提供了新证据。最后但同样重要的是,我们的研究为PCa的精准医学提供了新见解,并为进一步研究PRDX5提供了参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a15/12031674/6e756521a761/CAM4-14-e70855-g003.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验