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Updated: Feb 13, 2026

Myocardial Infarction and Functional Outcome Assessment in Pigs
Published on: April 25, 2014
Clinically feasible stratification of 1-year to 3-year post-myocardial infarction risk
Benjamin D Horne1,2, Joseph B Muhlestein1,3, Durgesh Bhandary4
1Intermountain Heart Institute, Intermountain Medical Center, Salt Lake City, Utah, USA.
Insights
A new sex-specific risk score, IMACE, effectively predicts major adverse cardiovascular events (MACE) 1-3 years after myocardial infarction (MI). This tool aids in personalizing post-MI care and improving patient outcomes.
Area of Science:
- Cardiology
- Clinical Risk Stratification
- Biostatistics
Background:
- Post-myocardial infarction (MI) care is critical for preventing recurrent cardiovascular events.
- Personalizing risk stratification for patients after MI remains a clinical challenge.
- A need exists for a clinically usable tool to predict 1-3 year risks of major adverse cardiovascular events (MACE).
Purpose of the Study:
- To develop and validate sex-specific risk scores for stratifying 1-3 year MACE risk post-MI.
- To create a clinically applicable tool for managing post-MI patients.
Main Methods:
- Cox regression analysis was used to derive sex-specific Intermountain Major Adverse Cardiovascular Events (IMACE) risk scores.
- Risk scores were developed in a derivation cohort (70% of patients) and validated in a separate cohort (30%).
- Predictors included clinical variables, laboratory results, and B-type natriuretic peptide (BNP).
Main Results:
- Sex-specific predictors of MACE varied, with RDW, age, and BNP being common to both men and women.
- The IMACE scores demonstrated strong risk stratification in both primary and secondary validation cohorts.
- Specific IMACE score thresholds (≥5 for women, ≥6 for men) identified patients at strikingly higher MACE risk.
Conclusions:
- Sex-specific IMACE risk scores effectively stratify 1-3 year MACE risk after myocardial infarction.
- IMACE is an inexpensive, dynamic, and electronically deliverable tool.
- This tool can enhance the evaluation and management of post-MI patient care.
Objective:
Post-myocardial infarction (MI) care is crucial to preventing recurrent major adverse cardiovascular events (MACE), but can be complicated to personalise. A tool is needed that effectively stratifies risk of cardiovascular (CV) events 1-3 years after MI but is also clinically usable.
Methods:
Patients surviving ≥1 year after an index MI with ≥1 risk factor for recurrent MI (ie, age ≥65 years, prior MI, multivessel coronary disease, diabetes, glomerular filtration rate <60 mL/min/1.73 m2) were studied. Cox regression derived sex-specific Intermountain Major Adverse Cardiovascular Events (IMACE) risk scores for the composite of 1-year to 3-year MACE (CV death, MI or stroke). Derivation was performed in 70% of subjects (n=1342 women; 3047 men), with validation in the other 30% (n=576 women; 1290 men). Secondary validations were also performed.
Results:
In women, predictors of CV events were glucose, creatinine, haemoglobin, platelet count, red cell distribution width (RDW), age and B-type natriuretic peptide (BNP); among men, they were potassium, glucose, blood urea nitrogen, haematocrit, white blood cell count, RDW, mean platelet volume, age and BNP. In the primary validation, in women, IMACE ranged from 0 to 11 (maximum possible: 12) and had HR=1.44 per +1 score (95% CI 1.29 to 1.61; P<0.001); men had IMACE range 0-14 (maximum: 16) and HR=1.29 per +1 score (95% CI 1.20 to 1.38; P<0.001). IMACE ≥5 in women (≥6 in men) showed strikingly higher MACE risk.
Conclusions:
Sex-specific risk scores strongly stratified 1-year to 3-year post-MI MACE risk. IMACE is an inexpensive, dynamic, electronically delivered tool for evaluating and better managing post-MI patient care.
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