4.7 Article

A radiation resistance related index for biochemical recurrence and tumor immune environment in prostate cancer patients

期刊

COMPUTERS IN BIOLOGY AND MEDICINE
卷 146, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compbiomed.2022.105711

关键词

Prostate cancer; Radiation resistance; Tumor immune microenvironment; Biochemical recurrence

资金

  1. Quanzhou Science and Technology Plan Project [2019N005S]
  2. Eyas Plan Youth Top-notch Talent Project of Fujian Province [SCYJHBJRCXN2021]

向作者/读者索取更多资源

This study established and verified a novel radiation resistance related index for predicting biochemical recurrence and tumor immune environment in prostate cancer patients. The study identified radiation resistance related genes and molecular clusters, and successfully conducted internal and external validations. The index performed excellently in predicting biochemical recurrence and tumor immune environment.
Purpose: To establish and verify a novel radiation resistance related index for predicting biochemical recurrence and tumor immune environment in prostate cancer (PCa) patients. Materials and methods: The transcriptome information of PCa were obtained from GEO and TCGA portal. We identified radiation resistance related genes (RRGs) between radioresistant and radiosensitive PCa cells. We conducted multivariate Cox analysis to construct a novel radiation resistance related index for predicting biochemical recurrence (BCR)-free survival (BCRFS). Internal and external validations were conducted. Preliminary experimental verifications were performed. Results: We identified 194 differentially expressed RRGs and three radiation resistance related molecular clusters for PCa. Moreover, we established a novel radiation resistance related index and succeeded in conducting internal and external validations. High-risk populations meant significantly worse BCRFS in training, testing and validating cohort. The area under receiver operating characteristic curve were 0.809, 0.698, and 0.712 in training, testing, and validating cohort. The immune microenvironment was significantly different between high and low-risk score patients. Preliminary experiment identified and validated three potential biomarkers related to radiation resistance (ZNF695, TM4SF19, CCDC3) of PCa. Conclusions: This study successfully established and verified a novel radiation resistance related index, which had an excellent performance in predicting BCR and tumor immune microenvironment in patients with PCa.

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