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MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers

机译:MicroRNA标记用于胰腺癌和胆道癌的诊断

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摘要

It is difficult to detect pancreatic cancer or biliary-tract cancer at an early stage using current diagnostic technology. Utilizing microRNA (miRNA) markers that are stably present in peripheral blood, we aimed to identify pancreatic and biliary-tract cancers in patients. With “3D-Gene”, a highly sensitive microarray, we examined comprehensive miRNA expression profiles in 571 serum samples obtained from healthy patients, patients with pancreatic, biliary-tract, or other digestive cancers, and patients with non-malignant abnormalities in the pancreas or biliary tract. The samples were randomly divided into training and test cohorts, and candidate miRNA markers were independently evaluated. We found 81 miRNAs for pancreatic cancer and 66 miRNAs for biliary-tract cancer that showed statistically different expression compared with healthy controls. Among those markers, 55 miRNAs were common in both the pancreatic and biliary-tract cancer samples. The previously reported miR-125a-3p was one of the common markers; however, it was also expressed in other types of digestive-tract cancers, suggesting that it is not specific to cancer types. In order to discriminate the pancreato-biliary cancers from all other clinical conditions including the healthy controls, non-malignant abnormalities, and other types of cancers, we developed a diagnostic index using expression profiles of the 10 most significant miRNAs. A combination of eight miRNAs (miR-6075, miR-4294, miR-6880-5p, miR-6799-5p, miR-125a-3p, miR-4530, miR-6836-3p, and miR-4476) achieved a sensitivity, specificity, accuracy and AUC of 80.3%, 97.6%, 91.6% and 0.953, respectively. In contrast, CA19-9 and CEA gave sensitivities of 65.6% and 40.0%, specificities of 92.9% and 88.6%, and accuracies of 82.1% and 71.8%, respectively, in the same test cohort. This diagnostic index identified 18/21 operable pancreatic cancers and 38/48 operable biliary-tract cancers in the entire cohort. Our results suggest that the assessment of these miRNA markers is clinically valuable to identify patients with pancreato-biliary cancers who could benefit from surgical intervention.
机译:使用当前的诊断技术很难在早期发现胰腺癌或胆道癌。利用稳定存在于外周血中的microRNA(miRNA)标记,我们旨在鉴定患者的胰腺癌和胆道癌。我们使用高度敏感的微阵列“ 3D-Gene”检查了从健康患者,胰腺癌,胆道癌或其他消化道肿瘤患者以及胰腺非恶性异常患者中获得的571个血清样品中全面的miRNA表达谱或胆道。将样本随机分为训练和测试队列,并独立评估候选miRNA标记。我们发现81个针对胰腺癌的miRNA和66个针对胆道癌的miRNA与健康对照组相比在统计学上有差异。在这些标记中,胰腺癌和胆道癌样品中共有55个miRNA。先前报道的miR-125a-3p是常见标记之一;然而,它也在其他类型的消化道癌症中表达,这表明它并非特定于癌症类型。为了将胰胆管癌与所有其他临床疾病(包括健康对照,非恶性异常和其他类型的癌症)区分开来,我们使用10种最重要的miRNA的表达谱建立了诊断指标。八个miRNA的组合(miR-6075,miR-4294,miR-6880-5p,miR-6799-5p,miR-125a-3p,miR-4530,miR-6836-3p和miR-4476)实现了灵敏度,特异性,准确性和AUC分别为80.3%,97.6%,91.6%和0.953。相比之下,在同一测试队列中,CA19-9和CEA的敏感性分别为65.6%和40.0%,特异性为92.9%和88.6%,准确度为82.1%和71.8%。该诊断指标在整个队列中确定了18/21个可操作的胰腺癌和38/48个可操作的胆道癌。我们的结果表明,对这些miRNA标记物的评估在临床上有价值,可识别出可从手术干预中受益的胰腺胆道癌患者。

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