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Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study
Circulating microRNAs (miRNAs) have been proposed as type 2 diabetes biomarkers, and they may be a more sensitive way to predict development of the disease than the currently used tools. Our aim was to identify whether circulating miRNAs, added to clinical and biochemical markers, yielded better pot...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society of Gene & Cell Therapy
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6023857/ https://www.ncbi.nlm.nih.gov/pubmed/30195754 http://dx.doi.org/10.1016/j.omtn.2018.05.002 |
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author | Jiménez-Lucena, Rosa Rangel-Zúñiga, Oriol Alberto Alcalá-Díaz, Juan Francisco López-Moreno, Javier Roncero-Ramos, Irene Molina-Abril, Helena Yubero-Serrano, Elena Maria Caballero-Villarraso, Javier Delgado-Lista, Javier Castaño, Justo Pastor Ordovás, Jose Maria Pérez-Martinez, Pablo Camargo, Antonio López-Miranda, José |
author_facet | Jiménez-Lucena, Rosa Rangel-Zúñiga, Oriol Alberto Alcalá-Díaz, Juan Francisco López-Moreno, Javier Roncero-Ramos, Irene Molina-Abril, Helena Yubero-Serrano, Elena Maria Caballero-Villarraso, Javier Delgado-Lista, Javier Castaño, Justo Pastor Ordovás, Jose Maria Pérez-Martinez, Pablo Camargo, Antonio López-Miranda, José |
author_sort | Jiménez-Lucena, Rosa |
collection | PubMed |
description | Circulating microRNAs (miRNAs) have been proposed as type 2 diabetes biomarkers, and they may be a more sensitive way to predict development of the disease than the currently used tools. Our aim was to identify whether circulating miRNAs, added to clinical and biochemical markers, yielded better potential for predicting type 2 diabetes. The study included 462 non-diabetic patients at baseline in the CORDIOPREV study. After a median follow-up of 60 months, 107 of them developed type 2 diabetes. Plasma levels of 24 miRNAs were measured at baseline by qRT-PCR, and other strong biomarkers to predict diabetes were determined. The ROC analysis identified 9 miRNAs, which, added to HbA1c, have a greater predictive value in early diagnosis of type 2 diabetes (AUC = 0.8342) than HbA1c alone (AUC = 0.6950). The miRNA and HbA1c-based model did not improve when the FINDRISC was included (AUC = 0.8293). Cox regression analyses showed that patients with low miR-103, miR-28-3p, miR-29a, and miR-9 and high miR-30a-5p and miR-150 circulating levels have a higher risk of disease (HR = 11.27; 95% CI = 2.61–48.65). Our results suggest that circulating miRNAs could potentially be used as a new tool for predicting the development of type 2 diabetes in clinical practice. |
format | Online Article Text |
id | pubmed-6023857 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | American Society of Gene & Cell Therapy |
record_format | MEDLINE/PubMed |
spelling | pubmed-60238572018-06-29 Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study Jiménez-Lucena, Rosa Rangel-Zúñiga, Oriol Alberto Alcalá-Díaz, Juan Francisco López-Moreno, Javier Roncero-Ramos, Irene Molina-Abril, Helena Yubero-Serrano, Elena Maria Caballero-Villarraso, Javier Delgado-Lista, Javier Castaño, Justo Pastor Ordovás, Jose Maria Pérez-Martinez, Pablo Camargo, Antonio López-Miranda, José Mol Ther Nucleic Acids Article Circulating microRNAs (miRNAs) have been proposed as type 2 diabetes biomarkers, and they may be a more sensitive way to predict development of the disease than the currently used tools. Our aim was to identify whether circulating miRNAs, added to clinical and biochemical markers, yielded better potential for predicting type 2 diabetes. The study included 462 non-diabetic patients at baseline in the CORDIOPREV study. After a median follow-up of 60 months, 107 of them developed type 2 diabetes. Plasma levels of 24 miRNAs were measured at baseline by qRT-PCR, and other strong biomarkers to predict diabetes were determined. The ROC analysis identified 9 miRNAs, which, added to HbA1c, have a greater predictive value in early diagnosis of type 2 diabetes (AUC = 0.8342) than HbA1c alone (AUC = 0.6950). The miRNA and HbA1c-based model did not improve when the FINDRISC was included (AUC = 0.8293). Cox regression analyses showed that patients with low miR-103, miR-28-3p, miR-29a, and miR-9 and high miR-30a-5p and miR-150 circulating levels have a higher risk of disease (HR = 11.27; 95% CI = 2.61–48.65). Our results suggest that circulating miRNAs could potentially be used as a new tool for predicting the development of type 2 diabetes in clinical practice. American Society of Gene & Cell Therapy 2018-05-08 /pmc/articles/PMC6023857/ /pubmed/30195754 http://dx.doi.org/10.1016/j.omtn.2018.05.002 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Jiménez-Lucena, Rosa Rangel-Zúñiga, Oriol Alberto Alcalá-Díaz, Juan Francisco López-Moreno, Javier Roncero-Ramos, Irene Molina-Abril, Helena Yubero-Serrano, Elena Maria Caballero-Villarraso, Javier Delgado-Lista, Javier Castaño, Justo Pastor Ordovás, Jose Maria Pérez-Martinez, Pablo Camargo, Antonio López-Miranda, José Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title | Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title_full | Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title_fullStr | Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title_full_unstemmed | Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title_short | Circulating miRNAs as Predictive Biomarkers of Type 2 Diabetes Mellitus Development in Coronary Heart Disease Patients from the CORDIOPREV Study |
title_sort | circulating mirnas as predictive biomarkers of type 2 diabetes mellitus development in coronary heart disease patients from the cordioprev study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6023857/ https://www.ncbi.nlm.nih.gov/pubmed/30195754 http://dx.doi.org/10.1016/j.omtn.2018.05.002 |
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