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A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease
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A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease.pdf | Published version | 1.59 MB | Adobe PDF | View/Open |
Title: | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
Authors: | Mato Prado, M Puik, JR Castellano, L López-Jiménez, E Liu, DSK Meijer, LL Le Large, TYS Rees, E Funel, N Sivakumar, S Pereira, SP Kazemier, G Zonderhuis, BM Erdmann, JI Swijnenburg, R-J Frilling, A Jiao, LR Stebbing, J Giovannetti, E Krell, J Frampton, AE |
Item Type: | Journal Article |
Abstract: | Differentiating 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. |
Issue Date: | 1-Dec-2023 |
Date of Acceptance: | 12-Nov-2023 |
URI: | http://hdl.handle.net/10044/1/108102 |
DOI: | 10.1186/s40164-023-00458-3 |
ISSN: | 2162-3619 |
Publisher: | BMC |
Journal / Book Title: | Experimental Hematology & Oncology |
Volume: | 12 |
Issue: | 1 |
Copyright Statement: | © The Author(s) 2023. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
Publication Status: | Published |
Conference Place: | England |
Article Number: | ARTN 101 |
Appears in Collections: | Department of Surgery and Cancer |
This item is licensed under a Creative Commons License