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A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas
BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs) are pancreatic ductal adenocarcinoma (PDAC) precursors. Differentiating between high-risk IPMNs that warrant surgical resection and low-risk IPMNs that can be monitored is a significant clinical problem, and we sought to discover a panel o...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4301643/ https://www.ncbi.nlm.nih.gov/pubmed/25607660 http://dx.doi.org/10.1371/journal.pone.0116869 |
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author | Permuth-Wey, Jennifer Chen, Y. Ann Fisher, Kate McCarthy, Susan Qu, Xiaotao Lloyd, Mark C. Kasprzak, Agnieszka Fournier, Michelle Williams, Vonetta L. Ghia, Kavita M. Yoder, Sean J. Hall, Laura Georgeades, Christina Olaoye, Funmilayo Husain, Kazim Springett, Gregory M. Chen, Dung-Tsa Yeatman, Timothy Centeno, Barbara Ann Klapman, Jason Coppola, Domenico Malafa, Mokenge |
author_facet | Permuth-Wey, Jennifer Chen, Y. Ann Fisher, Kate McCarthy, Susan Qu, Xiaotao Lloyd, Mark C. Kasprzak, Agnieszka Fournier, Michelle Williams, Vonetta L. Ghia, Kavita M. Yoder, Sean J. Hall, Laura Georgeades, Christina Olaoye, Funmilayo Husain, Kazim Springett, Gregory M. Chen, Dung-Tsa Yeatman, Timothy Centeno, Barbara Ann Klapman, Jason Coppola, Domenico Malafa, Mokenge |
author_sort | Permuth-Wey, Jennifer |
collection | PubMed |
description | BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs) are pancreatic ductal adenocarcinoma (PDAC) precursors. Differentiating between high-risk IPMNs that warrant surgical resection and low-risk IPMNs that can be monitored is a significant clinical problem, and we sought to discover a panel of mi(cro)RNAs that accurately classify IPMN risk status. METHODOLOGY/PRINCIPAL FINDINGS: In a discovery phase, genome-wide miRNA expression profiling was performed on 28 surgically-resected, pathologically-confirmed IPMNs (19 high-risk, 9 low-risk) using Taqman MicroRNA Arrays. A validation phase was performed in 21 independent IPMNs (13 high-risk, 8 low-risk). We also explored associations between miRNA expression level and various clinical and pathological factors and examined genes and pathways regulated by the identified miRNAs by integrating data from bioinformatic analyses and microarray analysis of miRNA gene targets. Six miRNAs (miR-100, miR-99b, miR-99a, miR-342-3p, miR-126, miR-130a) were down-regulated in high-risk versus low-risk IPMNs and distinguished between groups (P<10(−3), area underneath the curve (AUC) = 87%). The same trend was observed in the validation phase (AUC = 74%). Low miR-99b expression was associated with main pancreatic duct involvement (P = 0.021), and serum albumin levels were positively correlated with miR-99a (r = 0.52, P = 0.004) and miR-100 expression (r = 0.49, P = 0.008). Literature, validated miRNA:target gene interactions, and pathway enrichment analysis supported the candidate miRNAs as tumor suppressors and regulators of PDAC development. Microarray analysis revealed that oncogenic targets of miR-130a (ATG2B, MEOX2), miR-342-3p (DNMT1), and miR-126 (IRS-1) were up-regulated in high- versus low-risk IPMNs (P<0.10). CONCLUSIONS: This pilot study highlights miRNAs that may aid in preoperative risk stratification of IPMNs and provides novel insights into miRNA-mediated progression to pancreatic malignancy. The miRNAs identified here and in other recent investigations warrant evaluation in biofluids in a well-powered prospective cohort of individuals newly-diagnosed with IPMNs and other pancreatic cysts and those at increased genetic risk for these lesions. |
format | Online Article Text |
id | pubmed-4301643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43016432015-01-30 A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas Permuth-Wey, Jennifer Chen, Y. Ann Fisher, Kate McCarthy, Susan Qu, Xiaotao Lloyd, Mark C. Kasprzak, Agnieszka Fournier, Michelle Williams, Vonetta L. Ghia, Kavita M. Yoder, Sean J. Hall, Laura Georgeades, Christina Olaoye, Funmilayo Husain, Kazim Springett, Gregory M. Chen, Dung-Tsa Yeatman, Timothy Centeno, Barbara Ann Klapman, Jason Coppola, Domenico Malafa, Mokenge PLoS One Research Article BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs) are pancreatic ductal adenocarcinoma (PDAC) precursors. Differentiating between high-risk IPMNs that warrant surgical resection and low-risk IPMNs that can be monitored is a significant clinical problem, and we sought to discover a panel of mi(cro)RNAs that accurately classify IPMN risk status. METHODOLOGY/PRINCIPAL FINDINGS: In a discovery phase, genome-wide miRNA expression profiling was performed on 28 surgically-resected, pathologically-confirmed IPMNs (19 high-risk, 9 low-risk) using Taqman MicroRNA Arrays. A validation phase was performed in 21 independent IPMNs (13 high-risk, 8 low-risk). We also explored associations between miRNA expression level and various clinical and pathological factors and examined genes and pathways regulated by the identified miRNAs by integrating data from bioinformatic analyses and microarray analysis of miRNA gene targets. Six miRNAs (miR-100, miR-99b, miR-99a, miR-342-3p, miR-126, miR-130a) were down-regulated in high-risk versus low-risk IPMNs and distinguished between groups (P<10(−3), area underneath the curve (AUC) = 87%). The same trend was observed in the validation phase (AUC = 74%). Low miR-99b expression was associated with main pancreatic duct involvement (P = 0.021), and serum albumin levels were positively correlated with miR-99a (r = 0.52, P = 0.004) and miR-100 expression (r = 0.49, P = 0.008). Literature, validated miRNA:target gene interactions, and pathway enrichment analysis supported the candidate miRNAs as tumor suppressors and regulators of PDAC development. Microarray analysis revealed that oncogenic targets of miR-130a (ATG2B, MEOX2), miR-342-3p (DNMT1), and miR-126 (IRS-1) were up-regulated in high- versus low-risk IPMNs (P<0.10). CONCLUSIONS: This pilot study highlights miRNAs that may aid in preoperative risk stratification of IPMNs and provides novel insights into miRNA-mediated progression to pancreatic malignancy. The miRNAs identified here and in other recent investigations warrant evaluation in biofluids in a well-powered prospective cohort of individuals newly-diagnosed with IPMNs and other pancreatic cysts and those at increased genetic risk for these lesions. Public Library of Science 2015-01-21 /pmc/articles/PMC4301643/ /pubmed/25607660 http://dx.doi.org/10.1371/journal.pone.0116869 Text en © 2015 Permuth-Wey et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Permuth-Wey, Jennifer Chen, Y. Ann Fisher, Kate McCarthy, Susan Qu, Xiaotao Lloyd, Mark C. Kasprzak, Agnieszka Fournier, Michelle Williams, Vonetta L. Ghia, Kavita M. Yoder, Sean J. Hall, Laura Georgeades, Christina Olaoye, Funmilayo Husain, Kazim Springett, Gregory M. Chen, Dung-Tsa Yeatman, Timothy Centeno, Barbara Ann Klapman, Jason Coppola, Domenico Malafa, Mokenge A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title | A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title_full | A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title_fullStr | A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title_full_unstemmed | A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title_short | A Genome-Wide Investigation of MicroRNA Expression Identifies Biologically-Meaningful MicroRNAs That Distinguish between High-Risk and Low-Risk Intraductal Papillary Mucinous Neoplasms of the Pancreas |
title_sort | genome-wide investigation of microrna expression identifies biologically-meaningful micrornas that distinguish between high-risk and low-risk intraductal papillary mucinous neoplasms of the pancreas |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4301643/ https://www.ncbi.nlm.nih.gov/pubmed/25607660 http://dx.doi.org/10.1371/journal.pone.0116869 |
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