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A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693033/ https://www.ncbi.nlm.nih.gov/pubmed/38041102 http://dx.doi.org/10.1186/s40164-023-00458-3 |
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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. |
author_facet | 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. |
author_sort | Mato Prado, Mireia |
collection | PubMed |
description | 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. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40164-023-00458-3. |
format | Online Article Text |
id | pubmed-10693033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106930332023-12-03 A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease 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. Exp Hematol Oncol Correspondence 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. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40164-023-00458-3. BioMed Central 2023-12-01 /pmc/articles/PMC10693033/ /pubmed/38041102 http://dx.doi.org/10.1186/s40164-023-00458-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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. |
spellingShingle | Correspondence 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. A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title_full | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title_fullStr | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title_full_unstemmed | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title_short | A bile-based microRNA signature for differentiating malignant from benign pancreaticobiliary disease |
title_sort | bile-based microrna signature for differentiating malignant from benign pancreaticobiliary disease |
topic | Correspondence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693033/ https://www.ncbi.nlm.nih.gov/pubmed/38041102 http://dx.doi.org/10.1186/s40164-023-00458-3 |
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