Li Rongkang, Lu Chong, Li Xinji, Chen Xuan, Huang Guocheng, Wen Zhenyu, Li Hang, Tao Lingzhi, Hu Yimin, Zhao Zhengping, Chen Zebo, Lai Yongqing
Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China.
The Fifth Clinical Medical College of Anhui Medical University, Hefei, China.
Front Genet. 2022 Jul 22;13:897827. doi: 10.3389/fgene.2022.897827. eCollection 2022.
Renal cell carcinoma (RCC) has been a major health problem and is one of the most malignant tumors around the world. Serum microRNA (miRNA) profiles previously have been reported as non-invasive biomarkers in cancer screening. The aim of this study was to explore serum miRNAs as potential biomarkers for screening RCC. A three-phase study was conducted to explore serum miRNAs as potential biomarkers for screening RCC. In the screening phase, 12 candidate miRNAs related to RCC were selected for further study by the ENCORI database with 517 RCC patients and 71 NCs. A total of 220 participants [108 RCC patients and 112 normal controls (NCs)] were enrolled for training and validation. The dysregulated candidate miRNAs were further confirmed with 30 RCC patients and 30 NCs in the training phase and with 78 RCC patients and 82 NCs in the validation phase. Receiver operating characteristic (ROC) curves and the area under the ROC curve (AUC) were used for assessing the diagnostic value of miRNAs. Bioinformatic analysis and survival analysis were also included in our study. Compared to NCs, six miRNAs (miR-18a-5p, miR-138-5p, miR-141-3p, miR-181b-5p, miR-200a-3p, and miR-363-3p) in serum were significantly dysregulated in RCC patients. A four-miRNA panel was built by combining these candidate miRNAs to improve the diagnostic value with AUC = 0.908. ABCG1 and RNASET2, considered potential target genes of the four-miRNA panel, may play a significant role in the development of RCC. A four-miRNA panel in serum was identified for RCC screening in our study. The four--miRNA panel has a great potential to be a non-invasive biomarker for RCC screening.
肾细胞癌(RCC)一直是一个重大的健康问题,是全球最恶性的肿瘤之一。血清微小RNA(miRNA)谱先前已被报道为癌症筛查中的非侵入性生物标志物。本研究的目的是探索血清miRNA作为筛查RCC的潜在生物标志物。进行了一项三阶段研究,以探索血清miRNA作为筛查RCC的潜在生物标志物。在筛查阶段,通过ENCORI数据库从517例RCC患者和71例正常对照(NC)中选择了12个与RCC相关的候选miRNA进行进一步研究。共有220名参与者[108例RCC患者和112例正常对照(NC)]被纳入训练和验证。在训练阶段,用30例RCC患者和30例NC对失调的候选miRNA进行进一步确认,在验证阶段用78例RCC患者和82例NC进行确认。采用受试者操作特征(ROC)曲线和ROC曲线下面积(AUC)评估miRNA的诊断价值。我们的研究还包括生物信息学分析和生存分析。与NC相比,RCC患者血清中的6种miRNA(miR-18a-5p、miR-138-5p、miR-141-3p、miR-181b-5p、miR-200a-3p和miR-363-3p)明显失调。通过组合这些候选miRNA构建了一个四miRNA组合,以提高诊断价值,AUC = 0.908。ABCG1和RNASET2被认为是四miRNA组合的潜在靶基因,可能在RCC的发生发展中起重要作用。在我们的研究中,鉴定出了一种用于RCC筛查的血清四miRNA组合。该四miRNA组合具有成为RCC筛查非侵入性生物标志物的巨大潜力。