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A set of miRNAs predicts T2DM remission in patients with coronary heart disease: from the CORDIOPREV study.

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Date

2020-11-05

Authors

Rangel-Zuñiga, Oriol Alberto
Vals-Delgado, Cristina
Alcala-Diaz, Juan Francisco
Quintana-Navarro, Gracia M
Krylova, Yelizaveta
Leon-Acuña, Ana
Luque, Raul Miguel
Gomez-Delgado, Francisco
Delgado-Lista, Javier
Ordovas, Jose Maria

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Cell Press
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Abstract

MicroRNAs (miRNAs) regulate the expression of genes associated with the development of diseases, including type 2 diabetes mellitus (T2DM). However, the use of miRNAs to predict T2DM remission has been poorly studied. Therefore, we aimed to investigate whether circulating miRNAs could be used to predict the probability of T2DM remission in patients with coronary heart disease. We included the newly diagnosed T2DM (n = 190) of the 1,002 patients from the CORDIOPREV study. Seventy-three patients reverted from T2DM after 5 years of dietary intervention with a low-fat or Mediterranean diet. Plasma levels of 56 miRNAs were measured by OpenArray. Generalized linear model, receiver operating characteristic (ROC), Cox regression, and pathway analyses were performed. ROC analysis based on clinical variables showed an area under the curve (AUC) of 0.66. After a linear regression analysis, seven miRNAs were identified as the most important variables in the group's differentiation. The addition of these miRNAs to clinical variables showed an AUC of 0.79. Cox regression analysis using a T2DM remission score including miRNAs showed that high-score patients have a higher probability of T2DM remission (hazard ratio [HR]low versus high, 4.44). Finally, 26 genes involved in 10 pathways were related to the miRNAs. We have identified miRNAs (hsa-let-7b, hsa-miR-101, hsa-miR-130b-3p, hsa-miR-27a, hsa-miR-30a-5p, hsa-miR-375, and hsa-miR-486) that contribute to the prediction of T2DM remission in patients with coronary heart disease.

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MeSH Terms

MicroRNAs
Circulating MicroRNA
Regression Analysis
Coronary Disease
Proportional Hazards Models

DeCS Terms

Análisis de regresión
Enfermedad coronaria
MicroARN circulante
MicroARNs
Modelos de riesgos proporcionales

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Keywords

MIRN30a microRNA, human, ROC Curve, Diabetes Mellitus, Type 2, Diet, Mediterranean, Linear Models, Area Under Curve

Citation

Rangel-Zuñiga OA, Vals-Delgado C, Alcala-Diaz JF, Quintana-Navarro GM, Krylova Y, Leon-Acuña A, et al. A set of miRNAs predicts T2DM remission in patients with coronary heart disease: from the CORDIOPREV study. Mol Ther Nucleic Acids. 2020 Nov 11;23:255-263