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Expanding the Utilization of Formalin-Fixed Paraffin-Embedded Archives: Feasibility of miR-Seq for Disease Exploration and Biomarker Development from Biopsies with Clear Cell Renal Cell Carcinoma

机译:扩大福尔马林固定石蜡包埋档案的利用:miR-Seq用于从透明细胞肾细胞癌活检中进行疾病探索和生物标志物开发的可行性

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摘要

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 (n = 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 (R2 = 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.
机译:迫切需要用于透明细胞肾细胞癌(ccRCC)的新型预测工具。 MicroRNA(miRNA)的预测价值已得到越来越多的研究,福尔马林固定石蜡包埋的活检档案可能是miRNA测序材料的宝贵来源,因为它们仍未被充分利用。从接受肾切除术的患者(n = 12)获得了癌组织和邻近的正常组织的核心活检。小RNA测序后,进行了一些分析,包括分类器评估,与肥胖有关的询问,使用公开可用的数据集进行生存分析,与当前文献进行比较以及独创性途径分析。在比较肿瘤与正常肿瘤的比较中,发现了182个具有明显差异表达的miRNA。 miR-155特别令人感兴趣,因为它正确地分类了所有ccRCC样本,并且与肿瘤大小相关性很好(R 2 = 0.83);在单变量模型的两个不同的TCGA(癌症基因组图谱)数据集中,miR-155还预测了不良的生存率,危险比为2.58和1.81。但是,在包括年龄,性别,癌症分期和组织学等级在内的多变量Cox回归分析中,miR-155并不是统计学上显着的生存预测因子。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。我们的研究结果进一步支持了miR-155作为有希望的癌症分类器以及可能作为ccRCC的治疗靶标的作用,值得进一步研究。

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