A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease

Author:

Mato Prado Mireia,Puik Jisce R.,Castellano Leandro,López-Jiménez Elena,Liu Daniel S. K.,Meijer Laura L.,Le Large Tessa Y. S.,Rees Eleanor,Funel Niccola,Sivakumar Shivan,Pereira Stephen P.,Kazemier Geert,Zonderhuis Babs M.,Erdmann Joris I.,Swijnenburg Rutger-Jan,Frilling Andrea,Jiao Long R.,Stebbing Justin,Giovannetti Elisa,Krell Jonathan,Frampton Adam E.ORCID

Abstract

AbstractDifferentiating between pancreatic ductal adenocarcinoma (PDAC) and cholangiocarcinoma (CCA) is crucial for the appropriate course of treatment, especially with advancements in the role of neoadjuvant chemotherapies for PDAC, compared to CCA. Furthermore, benign pancreaticobiliary diseases can mimic malignant disease, and indeterminate lesions may require repeated investigations to achieve a diagnosis. As bile flows in close proximity to these lesions, we aimed to establish a bile-based microRNA (miRNA) signature to discriminate between malignant and benign pancreaticobiliary diseases. We performed miRNA discovery by global profiling of 800 miRNAs using the NanoString nCounter platform in prospectively collected bile samples from malignant (n = 43) and benign (n = 14) pancreaticobiliary disease. Differentially expressed miRNAs were validated by RT-qPCR and further assessed in an independent validation cohort of bile from malignant (n = 37) and benign (n = 38) pancreaticobiliary disease. MiR-148a-3p was identified as a discriminatory marker that effectively distinguished malignant from benign pancreaticobiliary disease in the discovery cohort (AUC = 0.797 [95% CI 0.68–0.92]), the validation cohort (AUC = 0.772 [95% CI 0.66–0.88]), and in the combined cohorts (AUC = 0.752 [95% CI 0.67–0.84]). We also established a two-miRNA signature (miR-125b-5p and miR-194-5p) that distinguished PDAC from CCA (validation: AUC = 0.815 [95% CI 0.67–0.96]; and combined cohorts: AUC = 0.814 [95% CI 0.70–0.93]). Our research stands as the largest, multicentric, global profiling study of miRNAs in the bile from patients with pancreaticobiliary disease. We demonstrated their potential as clinically useful diagnostic tools for the detection and differentiation of malignant pancreaticobiliary disease. These bile miRNA biomarkers could be developed to complement current approaches for diagnosing pancreaticobiliary cancers. Graphical Abstract

Funder

Action Against Cancer

Bennink Foundation

Dutch Cancer Society KWF

Italian Association for Cancer Research AIRC

Fondazione Pisana Per La Scienza

the Royal College of Surgeons of Edinburgh

Mason Medical Research Foundation

the S.A.L. Charitable Fund

Publisher

Springer Science and Business Media LLC

Subject

Cancer Research,Oncology,Hematology

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