Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway.
Department of Medicine, Haukeland University Hospital, 5021 Bergen, Norway.
Int J Mol Sci. 2018 Mar 10;19(3):803. doi: 10.3390/ijms19030803.
Novel predictive tools for clear cell renal cell carcinoma (ccRCC) are urgently needed. MicroRNAs (miRNAs) have been increasingly investigated for their predictive value, and formalin-fixed paraffin-embedded biopsy archives may potentially be a valuable source of miRNA sequencing material, as they remain an underused resource. Core biopsies of both cancerous and adjacent normal tissues were obtained from patients ( = 12) undergoing nephrectomy. After small RNA-seq, several analyses were performed, including classifier evaluation, obesity-related inquiries, survival analysis using publicly available datasets, comparisons to the current literature and ingenuity pathway analyses. In a comparison of tumour vs. normal, 182 miRNAs were found with significant differential expression; miR-155 was of particular interest as it classified all ccRCC samples correctly and correlated well with tumour size (² = 0.83); miR-155 also predicted poor survival with hazard ratios of 2.58 and 1.81 in two different TCGA (The Cancer Genome Atlas) datasets in a univariate model. However, in a multivariate Cox regression analysis including age, sex, cancer stage and histological grade, miR-155 was not a statistically significant survival predictor. In conclusion, formalin-fixed paraffin-embedded biopsy tissues are a viable source of miRNA-sequencing material. Our results further support a role for miR-155 as a promising cancer classifier and potentially as a therapeutic target in ccRCC that merits further investigation.
目前迫切需要开发用于透明细胞肾细胞癌 (ccRCC) 的新型预测工具。microRNAs (miRNAs) 的预测价值越来越受到关注,福尔马林固定石蜡包埋的活检组织可能是 miRNA 测序材料的有价值来源,因为它们仍然是未充分利用的资源。从接受肾切除术的患者 (n = 12) 中获取癌组织和相邻正常组织的核心活检样本。进行小 RNA-seq 后,进行了几种分析,包括分类器评估、肥胖相关查询、使用公共数据集进行生存分析、与当前文献的比较以及 ingenuity 通路分析。在肿瘤与正常组织的比较中,发现了 182 个具有显著差异表达的 miRNA;miR-155 特别有趣,因为它可以正确分类所有 ccRCC 样本,并且与肿瘤大小相关性良好 (² = 0.83);miR-155 还在两个不同的 TCGA(癌症基因组图谱)数据集中的单变量模型中预测了不良预后,危险比分别为 2.58 和 1.81。然而,在包括年龄、性别、癌症分期和组织学分级的多变量 Cox 回归分析中,miR-155 不是统计学上显著的生存预测因子。总之,福尔马林固定石蜡包埋的活检组织是 miRNA 测序材料的可行来源。我们的结果进一步支持 miR-155 作为有前途的癌症分类器的作用,并且可能是 ccRCC 的潜在治疗靶点,值得进一步研究。