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Prognostic MicroRNAs in cancer tissue from patients operated for pancreatic cancer - Five MicroRNAs in a prognostic index

机译:胰腺癌患者癌症组织中的预后MicroRNA-预后指标中的五个MicroRNA

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Background: The aim of the present study was to identify a panel of microRNAs (miRNAs) that can predict overall survival (OS) in non micro-dissected cancer tissues from patients operated for pancreatic cancer (PC). Methods: MiRNAs were purified from formalin-fixed paraffin embedded (FFPE) cancer tissue from 225 patients operated for PC. Only a few of those patients received adjuvant chemotherapy. Expressions of miRNAs were determined with the TaqMan MicroRNA Array v2.0. Two statistical methods, univariate selection and the Lasso (Least Absolute Shrinkage and Selection Operator) method, were applied in conjunction with the Cox proportional hazard model to relate miRNAs to OS. Results: High expression of miR-212 and miR-675 and low expression of miR-148a*, miR-187, and let-7g* predicted short OS independent of age, gender, calendar year of operation, KRAS mutation status, tumor stage, American Society of Anesthesiologists (ASA) score, localization (not miR-148a*), and differentiation of tumor. A prognostic index (PI) based on these five miRNAs was calculated for each patient. The median survival was 1.09 years (Confidence Interval [CI] 0.98-1.43) for PI>median PI compared to 2.23 years (CI 1.84-4.36) for PI
机译:背景:本研究的目的是确定一组可预测胰腺癌(PC)患者非显微解剖癌组织中总生存期(OS)的微小RNA(miRNA)。方法:从225名接受PC手术的患者的福尔马林固定石蜡包埋(FFPE)癌组织中纯化MiRNA。这些患者中只有少数接受了辅助化疗。用TaqMan MicroRNA Array v2.0确定miRNA的表达。两种统计方法,单变量选择和Lasso(最小绝对收缩和选择算子)方法,与Cox比例风险模型结合使用,将miRNA与OS相关。结果:miR-212和miR-675的高表达和miR-148a *,miR-187和let-7g *的低表达预测了短OS不受年龄,性别,手术日历年,KRAS突变状态,肿瘤分期的影响,美国麻醉医师学会(ASA)评分,定位(而非miR-148a *)和肿瘤分化。为每位患者计算基于这五个miRNA的预后指数(PI)。 PI>中位数PI的中位生存期为1。09年(置信区间[CI] 0.98-1.43),而PI <中位数为2。23年(CI 1.84-4.36)。通过套索法,MiR-212,miR-675,miR-187,miR-205,miR-944,miR-431,miR-194 *,miR-148a *和miR-769-5p显示出最强的预测能力。因此,在两种统计方法中,miR-212,miR-675,miR-187和miR-148a *都是OS的预测因子。结论:在未显微解剖的FFPE PC组织中结合5种miRNA表达可识别根治性手术后OS短的患者。结果与化疗无关。预后指数[中位数]的患者中位OS很短,仅为1年。

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