{"title":"Senescence-associated miRNAs predict survival and modulate the tumor immune microenvironment via SPOCK1 targeting in clear cell renal cell carcinoma.","authors":"Zheng Song, Lei Zhang, Xiyue Song, Wei Luo","doi":"10.1016/j.urolonc.2025.08.020","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Clear cell renal cell carcinoma(ccRCC) is a highly aggressive urological malignancy originating from proximal tubular epithelial cells. Celluar senescence plays a pivotal role in tumorigenesis and shaping the immune landscape. MicroRNAs (miRNAs) are essential regulators of tumor metabolism and biological behavior, and identifying senescence-associated miRNA (CS-miRNA) signatures is critical for improving prognosis and guiding treatment strategies.</p><p><strong>Methods: </strong>We proformed multiomics analysis on 616 ccRCC samples from the TCGA-KIRC dataset and developed a CS-miRNA-based scoring system(CS-miRNAs-Score) using machine learning algorithms to evaluate clinical and immunological characteristics. The model was externally validated with miRNA-seq data from 21 clinical ccRCC samples. Based on CS-miRNA expression profiles, patients were stratified into two distinct clusters with significantly different clinical outcomes, mutation profiles,and biological pathways.</p><p><strong>Results: </strong>The CS-miRNAs-Score,comprising 10 prognostically relevant miRNAs, was significantly associated with overall survival, immune and stromal scores, immune checkpoint expression response to immunotherapy. In addition, we constructed a miRNA-mRNA interaction network and experimentally validated the tumor-suppressive role of hsa-miR-130a-3p in ccRCC. Functional assays, including CCK-8, Transwell migration, scratch wound healing, and dual-luciferase reporter assays, confirmed that has-miR-130a-3p directly binds to and inhibits SPOCK1, an oncogene in ccRCC.</p><p><strong>Conclusions: </strong>Our findings highlight the prognostic and therapeutic relevance of senescence-associated miRNAs in ccRCC, providing novel biomarkers and potential targets for personalized immunotherapy.</p>","PeriodicalId":23408,"journal":{"name":"Urologic Oncology-seminars and Original Investigations","volume":" ","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Urologic Oncology-seminars and Original Investigations","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.urolonc.2025.08.020","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Clear cell renal cell carcinoma(ccRCC) is a highly aggressive urological malignancy originating from proximal tubular epithelial cells. Celluar senescence plays a pivotal role in tumorigenesis and shaping the immune landscape. MicroRNAs (miRNAs) are essential regulators of tumor metabolism and biological behavior, and identifying senescence-associated miRNA (CS-miRNA) signatures is critical for improving prognosis and guiding treatment strategies.
Methods: We proformed multiomics analysis on 616 ccRCC samples from the TCGA-KIRC dataset and developed a CS-miRNA-based scoring system(CS-miRNAs-Score) using machine learning algorithms to evaluate clinical and immunological characteristics. The model was externally validated with miRNA-seq data from 21 clinical ccRCC samples. Based on CS-miRNA expression profiles, patients were stratified into two distinct clusters with significantly different clinical outcomes, mutation profiles,and biological pathways.
Results: The CS-miRNAs-Score,comprising 10 prognostically relevant miRNAs, was significantly associated with overall survival, immune and stromal scores, immune checkpoint expression response to immunotherapy. In addition, we constructed a miRNA-mRNA interaction network and experimentally validated the tumor-suppressive role of hsa-miR-130a-3p in ccRCC. Functional assays, including CCK-8, Transwell migration, scratch wound healing, and dual-luciferase reporter assays, confirmed that has-miR-130a-3p directly binds to and inhibits SPOCK1, an oncogene in ccRCC.
Conclusions: Our findings highlight the prognostic and therapeutic relevance of senescence-associated miRNAs in ccRCC, providing novel biomarkers and potential targets for personalized immunotherapy.
期刊介绍:
Urologic Oncology: Seminars and Original Investigations is the official journal of the Society of Urologic Oncology. The journal publishes practical, timely, and relevant clinical and basic science research articles which address any aspect of urologic oncology. Each issue comprises original research, news and topics, survey articles providing short commentaries on other important articles in the urologic oncology literature, and reviews including an in-depth Seminar examining a specific clinical dilemma. The journal periodically publishes supplement issues devoted to areas of current interest to the urologic oncology community. Articles published are of interest to researchers and the clinicians involved in the practice of urologic oncology including urologists, oncologists, and radiologists.