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Updated: Jan 20, 2026

Digital PCR for Quantifying Circulating MicroRNAs in Acute Myocardial Infarction and Cardiovascular Disease
Published on: July 3, 2018
Circulating microRNAs as predictive biomarkers of myocardial infarction: Evidence from the HUNT study
Torbjørn Velle-Forbord1, Maria Eidlaug1, Julia Debik1
1Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Norway.
Background And Aims:
Several risk prediction models for coronary heart disease (CHD) are available today, however, they only explain a modest proportion of the incidence. Circulating microRNAs (miRs) have recently been associated with processes in CHD development, and may therefore represent new potential risk markers. The aim of the study was to assess the incremental value of adding circulating miRs to the Framingham Risk Score (FRS).
Methods:
This is a case-control study with a 10-year observation period, with fatal and non-fatal myocardial infarction (MI) as endpoint. At baseline, ten candidate miRs were quantified by real-time polymerase chain reaction in serum samples from 195 healthy participants (60-79 years old). During the follow-up, 96 participants experienced either a fatal (n = 36) or a non-fatal MI (n = 60), whereas the controls (n = 99) remained healthy. By using best subset logistic regression, we identified the miRs that together with the FRS for hard CHD best predicted future MI. The model evaluation was performed by 10-fold cross-validation reporting area under curve (AUC) from the receiver operating characteristic curve (ROC).
Results:
The best miR-based logistic regression risk-prediction model for MI consisted of a combination of miR-21-5p, miR-26a-5p, mir-29c-3p, miR-144-3p and miR-151a-5p. By adding these 5 miRs to the FRS, AUC increased from 0.66 to 0.80. In comparison, adding other important CHD risk factors (waist-hip ratio, triglycerides, glucose, creatinine) to the FRS only increased AUC from 0.66 to 0.68.
Conclusions:
Circulating levels of miRs can add value on top of traditional risk markers in predicting future MI in healthy individuals.
Insights
Adding circulating microRNAs (miRs) to the Framingham Risk Score (FRS) significantly improved prediction of myocardial infarction (MI). This novel approach enhances coronary heart disease (CHD) risk assessment in healthy individuals.
Area of Science:
- Cardiovascular Disease Research
- Biomarker Discovery
- Molecular Diagnostics
Background:
- Existing coronary heart disease (CHD) risk prediction models have limited explanatory power.
- Circulating microRNAs (miRs) are emerging as potential biomarkers for CHD development.
Purpose of the Study:
- To evaluate the added value of circulating miRs to the Framingham Risk Score (FRS) for predicting myocardial infarction (MI).
Main Methods:
- A case-control study with a 10-year follow-up period.
- Quantification of ten candidate miRs in serum samples from 195 healthy participants using real-time polymerase chain reaction.
- Logistic regression and 10-fold cross-validation were used to identify predictive miR combinations and evaluate model performance (Area Under Curve - AUC).
Main Results:
- A risk-prediction model combining miR-21-5p, miR-26a-5p, miR-29c-3p, miR-144-3p, and miR-151a-5p with the FRS increased AUC from 0.66 to 0.80.
- Adding these five miRs improved MI prediction more than adding traditional risk factors (AUC increased to 0.68).
Conclusions:
- Circulating miRs provide incremental value for predicting future MI in healthy individuals.
- This miR-based model offers a promising advancement in cardiovascular risk stratification.
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