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ORIGINAL RESEARCH article

Front. Pharmacol.

Sec. Pharmacology of Anti-Cancer Drugs

Volume 16 - 2025 | doi: 10.3389/fphar.2025.1573611

This article is part of the Research Topic Genomic Discoveries and Pharmaceutical Development in Urologic Tumors - Volume II View all articles

Exploring the impact of cuproptosis on prostate cancer prognosis via RNA methylation regulation based on single cell and bulk RNA sequencing data

Provisionally accepted
Junchao Wu Junchao Wu 1Wu Wentian Wu Wentian 2Jiaxuan Qin Jiaxuan Qin 1Ziqi Chen Ziqi Chen 1Rongfang Zhong Rongfang Zhong 3Peng Guo Peng Guo 4Song Fan Song Fan 1*
  • 1 Department of Urology, First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
  • 2 First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, China
  • 3 Shenzhen Hospital, The University of Hong Kong, Shenzhen, Guangdong Province, China
  • 4 Department of Urology, Jiangyin People's Hospital, Jiangyin, China

The final, formatted version of the article will be published soon.

    Background: Cuproptosis, along with RNA methylation regulators, has recently come to the fore as innovative mechanisms governing cell death, exerting profound impact on the onset and progression of multiple cancers. Nonetheless, the prognostic implications and underlying regulatory mechanisms of them associated with prostate cancer (PCa) remain to be thoroughly investigated.Methods: Genomic and clinical data for PCa from The Cancer Genome Atlas datasets were analyzed to identify a prognostic model through univariate and Least Absolute Shrinkage and Selection Operator Cox regression analyses that were validated utilizing external datasets. We used receiver operating characteristic curves and C-index to evaluate the accuracy of our prognostic model. In conjunction with this, we conducted single-cell RNA sequencing (scRNA-seq) analyses to investigate underlying mechanisms and evaluate the degree of immune infiltration, as well as to assess patients' responses to diverse chemotherapy agents. Especially, qPCR assay was utilized to unveil the expression of signature genes in PCa.We meticulously selected six Cuproptosis-Associated RNA Methylation Regulators (CARMRs) to establish a risk prognosis model, which was further verified to obtain enhanced predictive capacity in external validation cohorts. Insights from immune infiltration and scRNA-seq analyses have elucidated the immune characteristics of PCa, and highlighted the immunosuppressive role of regulatory T cells on immune response.Additionally, drug susceptibility analysis demonstrated that patients with PCa in the low-risk category derived better benefit from bicalutamide treatment, whereas those in the high-risk group exhibited a favor response to adriamycin and docetaxel treatments. The qPCR and immunohistochemistry (IHC) staining assays also reveal the a dramatically altered expression pattern of TRDMT1 and ALYREF in PCa tissues.In general, we established a model involving CARMRs that can better predict the risk of recurrence of PCa and have identified the possible mechanisms affecting PCa progression, thereby promoting further research in this field.

    Keywords: prostate cancer, cuproptosis, RNA methylation regulators, Immunotherapy, chemotherapy agent

    Received: 09 Feb 2025; Accepted: 10 Mar 2025.

    Copyright: © 2025 Wu, Wentian, Qin, Chen, Zhong, Guo and Fan. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Song Fan, Department of Urology, First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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