Liu Daniel S K, Puik Jisce R, Venø Morten T, Mato Prado Mireia, Rees Eleanor, Patel Bhavik Y, Merali Nabeel, Galloway Daniel, Chan Grace, Phillips Natalie, Wadsworth Christopher, Vlavianos Panagiotis, Potts Jonathan, Sivakumar Shivan, Davidson Brian R, Besselink Marc G, Swijnenburg Rutger-Jan, Jiao Long R, Kazemier Geert, Giovannetti Elisa, Krell Jonathan, Frampton Adam E
Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK.
Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam.
Int J Surg. 2024 Oct 1;110(10):6518-6527. doi: 10.1097/JS9.0000000000001888.
Biliary obstruction can be due to both malignant and benign pancreaticobiliary disease. Currently, there are no biomarkers that can accurately help make this distinction. MicroRNAs (miRNAs) are stable molecules in tissue and biofluids that are commonly deregulated in cancer. The MIRABILE study aimed to identify miRNAs in bile that can differentiate malignant from benign pancreaticobiliary disease.
There were 111 patients recruited prospectively at endoscopic retrograde cholangiopancreatography (ERCP) or percutaneous transhepatic cholangiography (PTC) for obstructive jaundice, and bile was aspirated for cell-free RNA (cfRNA) extraction and analysis. In a discovery cohort of 78 patients (27 with pancreatic ductal adenocarcinoma (PDAC), 14 cholangiocarcinoma (CCA), 37 benign disease), cfRNA was subjected to small-RNA sequencing. LASSO regression was used to define bile miRNA signatures, and NormFinder to identify endogenous controls. In a second cohort of 87 patients (34 PDAC, 14 CCA, 39 benign disease), RT-qPCR was used for validation.
LASSO regression identified 14 differentially-expressed bile miRNAs of which 6 were selected for validation. When comparing malignant and benign pancreaticobiliary disease, bile miR-340 and miR-182 were validated and significantly differentially expressed ( P <0.05 and P <0.001, respectively). This generated an AUC of 0.79 (95% CI: 0.70-0.88, sensitivity 65%; specificity 82%) in predicting malignant disease.
Bile collected during biliary drainage contains miRNAs able to differentiate benign from malignant pancreaticobiliary diseases in patients with obstructive jaundice. These bile miRNAs have the potential to increase diagnostic accuracy.
胆道梗阻可能由恶性和良性胰胆疾病引起。目前,尚无能够准确帮助进行这种区分的生物标志物。微小RNA(miRNA)是组织和生物流体中的稳定分子,在癌症中通常失调。MIRABILE研究旨在鉴定胆汁中能够区分恶性和良性胰胆疾病的miRNA。
前瞻性招募了111例因梗阻性黄疸接受内镜逆行胰胆管造影(ERCP)或经皮经肝胆管造影(PTC)的患者,并抽取胆汁用于无细胞RNA(cfRNA)提取和分析。在一个由78例患者组成的发现队列中(27例胰腺导管腺癌(PDAC)、14例胆管癌(CCA)、37例良性疾病),对cfRNA进行小RNA测序。使用LASSO回归定义胆汁miRNA特征,并使用NormFinder鉴定内参。在第二个由87例患者组成的队列中(34例PDAC、14例CCA、39例良性疾病),使用逆转录定量聚合酶链反应(RT-qPCR)进行验证。
LASSO回归鉴定出14种差异表达的胆汁miRNA,其中6种被选择进行验证。在比较恶性和良性胰胆疾病时,胆汁miR-340和miR-182得到验证且差异有统计学意义(分别为P<0.05和P<0.001)。这在预测恶性疾病时产生了0.79的曲线下面积(95%置信区间:0.70-0.88,灵敏度65%;特异性82%)。
胆道引流期间收集的胆汁中含有能够区分梗阻性黄疸患者良性和恶性胰胆疾病的miRNA。这些胆汁miRNA有可能提高诊断准确性。