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November 15, 2024American Journal of Preventive CardiologyOpen Access

Latent class analysis of cardiac structure and function and association with premature cardiovascular disease: The Coronary Artery Risk Development in Young Adults (CARDIA) study

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Why the study?

To generate data-driven phenogroups of cardiac structure and function from echocardiograms in asymptomatic middle-aged adults free of CVD, and evaluate their associations with incident premature CVD.

Does echocardiography-based phenogrouping of suboptimal diastolic or systolic function predict incident premature cardiovascular disease in asymptomatic middle-aged adults?

Population

3361 asymptomatic middle-aged adults free of CVD in the CARDIA cohort

Comparison

Suboptimal systolic or diastolic function phenogroups vs optimal cardiac mechanics

Design

Prospective cohort study

Follow-up

Median 8.9 years

Key result

A suboptimal diastolic function echocardiographic phenogroup was associated with a higher risk of premature CVD compared with optimal cardiac mechanics (adjusted HR 1.95; 95% CI 1.12-3.40).

Authors

MWMichael C. WangTAToluwalase AwoyemiNANorrina B. Allen

Discussion

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Overview

Echocardiographic phenogrouping may refine premature CVD risk stratification in asymptomatic adults; leaves open prospective validation against standard predictors.

Study Design

Type

Cohort (n=3,361)

Structured PICO

Does echocardiography-based phenogrouping of suboptimal diastolic or systolic function predict incident premature cardiovascular disease in asymptomatic middle-aged adults?

P
Population
3,361 asymptomatic middle-aged adults free of cardiovascular disease from the CARDIA cohort study, mean age 50.1, 57% female, 46% non-Hispanic Black.
I
Intervention
Echocardiography-based phenogroup of suboptimal diastolic function or suboptimal systolic function
C
Comparator
Echocardiography-based phenogroup of optimal cardiac mechanics
O
Outcome
Incident premature cardiovascular disease (composite of coronary artery disease, stroke, or heart failure) over a median 8.9 years of follow-upcomposite

Main Result

Effect estimate: adjusted HR 1.95 (95% CI 1.12, 3.40)

Data-driven clustering of echocardiographic measures identifies distinct patterns of cardiac remodeling, with suboptimal diastolic function predicting the highest risk of premature CVD in asymptomatic middle-aged adults.

Cite This Study

Wang et al. (2024) conducted a cohort in asymptomatic middle-aged adults free of CVD (n=3,361). Suboptimal diastolic function phenogroup vs. Optimal cardiac mechanics phenogroup was evaluated on incident premature cardiovascular disease (coronary artery disease, stroke, or heart failure) (adjusted HR 1.95, 95% CI 1.12, 3.40). A suboptimal diastolic function echocardiographic phenogroup was associated with a higher risk of premature CVD compared with optimal cardiac mechanics (adjusted HR 1.95; 95% CI 1.12-3.40).

synapsesocial.com/papers/6a16a18e1375058a29051b07https://doi.org/10.1016/j.ajpc.2024.100889
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