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Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease
BACKGROUND: Malignant Pleural Mesothelioma (MPM) is an aggressive cancer mainly caused by asbestos exposure and refractory to current therapies. Specific diagnostic markers for early MPM diagnosis are needed. Changes in miRNA expression have been implicated in several diseases and cancers, including...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5417506/ https://www.ncbi.nlm.nih.gov/pubmed/28472171 http://dx.doi.org/10.1371/journal.pone.0176680 |
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author | Cavalleri, Tommaso Angelici, Laura Favero, Chiara Dioni, Laura Mensi, Carolina Bareggi, Claudia Palleschi, Alessandro Rimessi, Arianna Consonni, Dario Bordini, Lorenzo Todaro, Aldo Bollati, Valentina Pesatori, Angela Cecilia |
author_facet | Cavalleri, Tommaso Angelici, Laura Favero, Chiara Dioni, Laura Mensi, Carolina Bareggi, Claudia Palleschi, Alessandro Rimessi, Arianna Consonni, Dario Bordini, Lorenzo Todaro, Aldo Bollati, Valentina Pesatori, Angela Cecilia |
author_sort | Cavalleri, Tommaso |
collection | PubMed |
description | BACKGROUND: Malignant Pleural Mesothelioma (MPM) is an aggressive cancer mainly caused by asbestos exposure and refractory to current therapies. Specific diagnostic markers for early MPM diagnosis are needed. Changes in miRNA expression have been implicated in several diseases and cancers, including MPM. We examined if a specific miRNA signature in plasmatic extracellular vesicles (EV) may help to discriminate between malignant pleural mesothelioma patients (MPM) and subjects with Past Asbestos Exposure (PAE). METHODOLOGY/PRINCIPAL FINDINGS: We investigated 23 MPM patients and 19 cancer-free subjects with past asbestos exposure (PAE). We screened 754 miRNAs in plasmatic EVs by OpenArray and found 55 differential miRNAs using logistic regression models adjusted for age, sex, BMI, and smoking. Among the top-20 differential miRNAs chosen for validation by Real time PCR, 16 were confirmed. Using receiver operating characteristic (ROC) curve analysis, the most discriminating miRNA combination was given by miR-103a-3p + miR-30e-3p, which generated an AUC of 0.942 (95% CI 0.87–1.00), with a sensitivity of 95.5% and a specificity of 80.0%. Using multivariate Cox regression analysis including gender, age, BMI and smoking we found a Hazard Ratio for miR-103a-3p above the median of 0.37 (95%CI 0.13–1.13) and of 0.51 (95%CI 0.17–1.52) for miR-30e-3p. CONCLUSIONS: This study suggests EV-associated miR-103a-3p and miR-30e-3p are able to discriminate MPM from PAE subjects. Larger and prospective studies are needed to confirm these two-miRNA signature alone or in combination with other biomarkers as diagnostic tools for MPM. |
format | Online Article Text |
id | pubmed-5417506 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54175062017-05-14 Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease Cavalleri, Tommaso Angelici, Laura Favero, Chiara Dioni, Laura Mensi, Carolina Bareggi, Claudia Palleschi, Alessandro Rimessi, Arianna Consonni, Dario Bordini, Lorenzo Todaro, Aldo Bollati, Valentina Pesatori, Angela Cecilia PLoS One Research Article BACKGROUND: Malignant Pleural Mesothelioma (MPM) is an aggressive cancer mainly caused by asbestos exposure and refractory to current therapies. Specific diagnostic markers for early MPM diagnosis are needed. Changes in miRNA expression have been implicated in several diseases and cancers, including MPM. We examined if a specific miRNA signature in plasmatic extracellular vesicles (EV) may help to discriminate between malignant pleural mesothelioma patients (MPM) and subjects with Past Asbestos Exposure (PAE). METHODOLOGY/PRINCIPAL FINDINGS: We investigated 23 MPM patients and 19 cancer-free subjects with past asbestos exposure (PAE). We screened 754 miRNAs in plasmatic EVs by OpenArray and found 55 differential miRNAs using logistic regression models adjusted for age, sex, BMI, and smoking. Among the top-20 differential miRNAs chosen for validation by Real time PCR, 16 were confirmed. Using receiver operating characteristic (ROC) curve analysis, the most discriminating miRNA combination was given by miR-103a-3p + miR-30e-3p, which generated an AUC of 0.942 (95% CI 0.87–1.00), with a sensitivity of 95.5% and a specificity of 80.0%. Using multivariate Cox regression analysis including gender, age, BMI and smoking we found a Hazard Ratio for miR-103a-3p above the median of 0.37 (95%CI 0.13–1.13) and of 0.51 (95%CI 0.17–1.52) for miR-30e-3p. CONCLUSIONS: This study suggests EV-associated miR-103a-3p and miR-30e-3p are able to discriminate MPM from PAE subjects. Larger and prospective studies are needed to confirm these two-miRNA signature alone or in combination with other biomarkers as diagnostic tools for MPM. Public Library of Science 2017-05-04 /pmc/articles/PMC5417506/ /pubmed/28472171 http://dx.doi.org/10.1371/journal.pone.0176680 Text en © 2017 Cavalleri 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Cavalleri, Tommaso Angelici, Laura Favero, Chiara Dioni, Laura Mensi, Carolina Bareggi, Claudia Palleschi, Alessandro Rimessi, Arianna Consonni, Dario Bordini, Lorenzo Todaro, Aldo Bollati, Valentina Pesatori, Angela Cecilia Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title | Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title_full | Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title_fullStr | Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title_full_unstemmed | Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title_short | Plasmatic extracellular vesicle microRNAs in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-miRNA signature as potential biomarker of disease |
title_sort | plasmatic extracellular vesicle micrornas in malignant pleural mesothelioma and asbestos-exposed subjects suggest a 2-mirna signature as potential biomarker of disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5417506/ https://www.ncbi.nlm.nih.gov/pubmed/28472171 http://dx.doi.org/10.1371/journal.pone.0176680 |
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