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MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers
It is difficult to detect pancreatic cancer or biliary-tract cancer at an early stage using current diagnostic technology. Utilizing microRNA (miRNA) markers that are stably present in peripheral blood, we aimed to identify pancreatic and biliary-tract cancers in patients. With “3D-Gene”, a highly s...
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/PMC4338196/ https://www.ncbi.nlm.nih.gov/pubmed/25706130 http://dx.doi.org/10.1371/journal.pone.0118220 |
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author | Kojima, Motohiro Sudo, Hiroko Kawauchi, Junpei Takizawa, Satoko Kondou, Satoshi Nobumasa, Hitoshi Ochiai, Atsushi |
author_facet | Kojima, Motohiro Sudo, Hiroko Kawauchi, Junpei Takizawa, Satoko Kondou, Satoshi Nobumasa, Hitoshi Ochiai, Atsushi |
author_sort | Kojima, Motohiro |
collection | PubMed |
description | It is difficult to detect pancreatic cancer or biliary-tract cancer at an early stage using current diagnostic technology. Utilizing microRNA (miRNA) markers that are stably present in peripheral blood, we aimed to identify pancreatic and biliary-tract cancers in patients. With “3D-Gene”, a highly sensitive microarray, we examined comprehensive miRNA expression profiles in 571 serum samples obtained from healthy patients, patients with pancreatic, biliary-tract, or other digestive cancers, and patients with non-malignant abnormalities in the pancreas or biliary tract. The samples were randomly divided into training and test cohorts, and candidate miRNA markers were independently evaluated. We found 81 miRNAs for pancreatic cancer and 66 miRNAs for biliary-tract cancer that showed statistically different expression compared with healthy controls. Among those markers, 55 miRNAs were common in both the pancreatic and biliary-tract cancer samples. The previously reported miR-125a-3p was one of the common markers; however, it was also expressed in other types of digestive-tract cancers, suggesting that it is not specific to cancer types. In order to discriminate the pancreato-biliary cancers from all other clinical conditions including the healthy controls, non-malignant abnormalities, and other types of cancers, we developed a diagnostic index using expression profiles of the 10 most significant miRNAs. A combination of eight miRNAs (miR-6075, miR-4294, miR-6880-5p, miR-6799-5p, miR-125a-3p, miR-4530, miR-6836-3p, and miR-4476) achieved a sensitivity, specificity, accuracy and AUC of 80.3%, 97.6%, 91.6% and 0.953, respectively. In contrast, CA19-9 and CEA gave sensitivities of 65.6% and 40.0%, specificities of 92.9% and 88.6%, and accuracies of 82.1% and 71.8%, respectively, in the same test cohort. This diagnostic index identified 18/21 operable pancreatic cancers and 38/48 operable biliary-tract cancers in the entire cohort. Our results suggest that the assessment of these miRNA markers is clinically valuable to identify patients with pancreato-biliary cancers who could benefit from surgical intervention. |
format | Online Article Text |
id | pubmed-4338196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43381962015-03-04 MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers Kojima, Motohiro Sudo, Hiroko Kawauchi, Junpei Takizawa, Satoko Kondou, Satoshi Nobumasa, Hitoshi Ochiai, Atsushi PLoS One Research Article It is difficult to detect pancreatic cancer or biliary-tract cancer at an early stage using current diagnostic technology. Utilizing microRNA (miRNA) markers that are stably present in peripheral blood, we aimed to identify pancreatic and biliary-tract cancers in patients. With “3D-Gene”, a highly sensitive microarray, we examined comprehensive miRNA expression profiles in 571 serum samples obtained from healthy patients, patients with pancreatic, biliary-tract, or other digestive cancers, and patients with non-malignant abnormalities in the pancreas or biliary tract. The samples were randomly divided into training and test cohorts, and candidate miRNA markers were independently evaluated. We found 81 miRNAs for pancreatic cancer and 66 miRNAs for biliary-tract cancer that showed statistically different expression compared with healthy controls. Among those markers, 55 miRNAs were common in both the pancreatic and biliary-tract cancer samples. The previously reported miR-125a-3p was one of the common markers; however, it was also expressed in other types of digestive-tract cancers, suggesting that it is not specific to cancer types. In order to discriminate the pancreato-biliary cancers from all other clinical conditions including the healthy controls, non-malignant abnormalities, and other types of cancers, we developed a diagnostic index using expression profiles of the 10 most significant miRNAs. A combination of eight miRNAs (miR-6075, miR-4294, miR-6880-5p, miR-6799-5p, miR-125a-3p, miR-4530, miR-6836-3p, and miR-4476) achieved a sensitivity, specificity, accuracy and AUC of 80.3%, 97.6%, 91.6% and 0.953, respectively. In contrast, CA19-9 and CEA gave sensitivities of 65.6% and 40.0%, specificities of 92.9% and 88.6%, and accuracies of 82.1% and 71.8%, respectively, in the same test cohort. This diagnostic index identified 18/21 operable pancreatic cancers and 38/48 operable biliary-tract cancers in the entire cohort. Our results suggest that the assessment of these miRNA markers is clinically valuable to identify patients with pancreato-biliary cancers who could benefit from surgical intervention. Public Library of Science 2015-02-23 /pmc/articles/PMC4338196/ /pubmed/25706130 http://dx.doi.org/10.1371/journal.pone.0118220 Text en © 2015 Kojima 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 Kojima, Motohiro Sudo, Hiroko Kawauchi, Junpei Takizawa, Satoko Kondou, Satoshi Nobumasa, Hitoshi Ochiai, Atsushi MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title | MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title_full | MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title_fullStr | MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title_full_unstemmed | MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title_short | MicroRNA Markers for the Diagnosis of Pancreatic and Biliary-Tract Cancers |
title_sort | microrna markers for the diagnosis of pancreatic and biliary-tract cancers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4338196/ https://www.ncbi.nlm.nih.gov/pubmed/25706130 http://dx.doi.org/10.1371/journal.pone.0118220 |
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