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Coronary Artery Disease-Based Polygenic Risk Score in Early-Onset Acute Myocardial Infarction Subtypes
Weilai Dong1, Yuan Lu1, Shu-Xia Li1
1Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut, USA.
Insights
The polygenic risk score for coronary artery disease (PRS-CAD) shows varied effectiveness across acute myocardial infarction (AMI) subtypes in young adults. Its association differs by MI type but not by sex, requiring careful application.
Area of Science:
- Cardiovascular Genetics
- Precision Medicine
- Public Health
Background:
- The polygenic risk score for coronary artery disease (PRS-CAD) is used to estimate acute myocardial infarction (AMI) risk.
- Its accuracy across different AMI subtypes, particularly in younger populations and women, is not well-established.
Purpose of the Study:
- To evaluate the performance of PRS-CAD in various acute myocardial infarction (AMI) subtypes.
- To assess PRS-CAD's association with 1-year outcomes in different AMI subtypes.
Main Methods:
- Analysis of 2,079 AMI patients (18-55 years) and 3,761 controls from the VIRGO and MESA studies.
- Classification of AMI subtypes using the VIRGO taxonomy.
- Evaluation of PRS-CAD association with AMI subtypes and 1-year outcomes using logistic and Cox regression.
Main Results:
- PRS-CAD strongly associated with MI due to coronary artery disease (OR: 1.82) but not MI with nonobstructive coronary artery disease (OR: 1.13).
- PRS-CAD performance was consistent between sexes.
- Higher PRS-CAD linked to increased 1-year hospitalization/death risk in MI with nonobstructive coronary artery disease (HR: 1.50).
Conclusions:
- The association of PRS-CAD with AMI in young adults is subtype-dependent but not sex-dependent.
- Clinical application of PRS-CAD requires careful consideration of AMI subtype and patient characteristics.
Background:
The coronary artery disease-based polygenic risk score (PRS-CAD) estimates risk of acute myocardial infarction (AMI), but its performance across AMI subtypes in younger individuals, especially women, remains uncertain.
Objectives:
The authors assessed PRS-CAD's performance in AMI subtypes.
Methods:
We included 2,079 AMI patients aged 18 to 55 years with a 2:1 female-to-male ratio from the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young Acute Myocardial Infarction Patients) study and 3,761 controls from the MESA (Multi-Ethnic Study of Atherosclerosis) study. AMI subtypes were classified using the VIRGO taxonomy. We evaluated PRS-CAD's association with AMI subtypes using multinomial logistic regression and with 1-year outcomes in AMI subtypes using Cox regression.
Results:
PRS-CAD was significantly associated with MI due to coronary artery disease (N = 1,876; OR: 1.82 per 1-SD increase; 95% CI: 1.67-1.97; P < 0.001) but not with MI with nonobstructive coronary artery disease (N = 188; OR: 1.13 per 1-SD increase; 95% CI: 0.96-1.34; P = 0.14). PRS-CAD's performance did not differ by sex. A 1-SD increase in PRS-CAD was associated with higher risk of 1-year hospitalization or death in patients with MI with nonobstructive coronary artery disease (HR: 1.50; 95% CI: 1.08-2.10; P = 0.02) but not in patients with MI due to coronary artery disease (HR: 0.98; 95% CI: 0.91-1.07; P = 0.67).
Conclusions:
PRS-CAD's association with AMI varied by subtype but not by sex in young adults, warranting caution in application.
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