Department of Surgery, University of California, San Diego, La Jolla, California, USA.
Veterans Administration Medical Center and Department of Pathology, University of California San Diego, La Jolla, California, USA.
Neoplasia. 2018 Apr;20(4):364-373. doi: 10.1016/j.neo.2018.01.008. Epub 2018 Mar 13.
Though bladder urothelial carcinoma is the most common form of bladder cancer, advances in its diagnosis and treatment have been modest in the past few decades. To evaluate miRNAs as putative disease markers for bladder urothelial carcinoma, this study develops a process to identify dysregulated miRNAs in cancer patients and potentially stratify patients based on the association of their microRNAome phenotype to genomic alterations. Using RNA sequencing data for 409 patients from the Cancer Genome Atlas, we examined miRNA differential expression between cancer and normal tissues and associated differentially expressed miRNAs with patient survival and clinical variables. We then correlated miRNA expressions with genomic alterations using the Wilcoxon test and REVEALER. We found a panel of six miRNAs dysregulated in bladder cancer and exhibited correlations to patient survival. We also performed differential expression analysis and clinical variable correlations to identify miRNAs associated with tobacco smoking, the most important risk factor for bladder cancer. Two miRNAs, miR-323a and miR-431, were differentially expressed in smoking patients compared to nonsmoking patients and were associated with primary tumor size. Functional studies of these miRNAs and the genomic features we identified for potential stratification may reveal underlying mechanisms of bladder cancer carcinogenesis and further diagnosis and treatment methods for urothelial bladder carcinoma.
虽然膀胱尿路上皮癌是最常见的膀胱癌形式,但在过去几十年中,其诊断和治疗的进展甚微。为了评估 miRNA 是否可作为膀胱尿路上皮癌的潜在疾病标志物,本研究开发了一种识别癌症患者中失调 miRNA 的方法,并根据其 microRNAome 表型与基因组改变的关联来潜在地区分患者。使用来自癌症基因组图谱的 409 名患者的 RNA 测序数据,我们在癌症组织和正常组织之间检查了 miRNA 的差异表达,并将差异表达的 miRNA 与患者的生存和临床变量相关联。然后,我们使用 Wilcoxon 检验和 REVEALER 来比较 miRNA 表达与基因组改变之间的相关性。我们发现了一组在膀胱癌中失调的六个 miRNA,并显示与患者生存相关。我们还进行了差异表达分析和临床变量相关性分析,以确定与吸烟相关的 miRNA,吸烟是膀胱癌的最重要危险因素。与非吸烟患者相比,吸烟患者中 miR-323a 和 miR-431 这两个 miRNA 的表达存在差异,并且与原发性肿瘤大小有关。对这些 miRNA 和我们确定的用于潜在分层的基因组特征进行功能研究,可能揭示膀胱癌发生的潜在机制,并进一步为尿路上皮膀胱癌的诊断和治疗方法提供新的思路。