# Economic modeling of polygenic risk prediction of coronary artery disease in childhood

**Authors:** Fouad Bitar, Rana Zareef, Hussain Ismaeel, Roukoz Abou-Karam, Mariam Arabi, Ziad Bulbul, Fadi F. Bitar, Akl C. Fahed

PMC · DOI: 10.1038/s44325-026-00110-z · 2026-03-23

## TL;DR

This paper explores using DNA-based risk scores to identify children at high risk for heart disease and prevent it through early interventions.

## Contribution

The study introduces a novel health economic model showing polygenic risk scores can guide cost-effective childhood prevention of coronary artery disease.

## Key findings

- PRS-guided prevention could prevent 72 CAD events in 2000 high-risk children.
- The model shows a 3.6% absolute event reduction and a 3614% return on investment.
- Early targeted prevention improves outcomes and reduces lifetime costs.

## Abstract

Risk factors and subclinical pathophysiology of coronary artery disease (CAD) begin in childhood, yet identifying candidates for primordial prevention remains challenging. Polygenic risk scores (PRS) provide a DNA-based risk marker from birth that can stratify children by lifetime CAD risk. We evaluated the potential clinical utility and cost-effectiveness of PRS-guided CAD prevention in children using health economic modeling. A Markov model compared PRS-guided prevention with standard prevention in a hypothetical group of 10,000 children. Children in the top 20% of PRS (n = 2000) were assumed to receive behavioral interventions. Assuming a 10-year CAD incidence of 12% during adulthood among those in the top 20% of the PRS distribution and a conservative 30% relative risk reduction with preventive intervention, PRS-guided prevention was projected to prevent 72 CAD events among 2000 high-risk children (3.6% absolute event reduction), yielding a return on investment of 3614%. PRS enables early, targeted prevention, improving outcomes, and lowering lifetime costs.

## Linked entities

- **Diseases:** coronary artery disease (MONDO:0005010), CAD (MONDO:0005010)

## Full-text entities

- **Genes:** NPEPPS (aminopeptidase puromycin sensitive) [NCBI Gene 9520] {aka AAP-S, MP100, PSA}
- **Diseases:** Death (MESH:D003643), depression (MESH:D003866), type 2 diabetes (MESH:D003924), obesity (MESH:D009765), dyslipidemia (MESH:D050171), Stroke (MESH:D020521), carotid atherosclerosis (MESH:D002340), insulin resistance (MESH:D007333), Atherosclerosis (MESH:D050197), diabetes (MESH:D003920), CAD (MESH:D003324), cardiovascular disease (MESH:D002318), cancers (MESH:D009369), MI (MESH:D009203), anxiety (MESH:D001007), FH (MESH:D006938), hypertension (MESH:D006973), cardiometabolic disease (MESH:D024821)
- **Chemicals:** LDL-C (-), lipid (MESH:D008055)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13009156/full.md

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Source: https://tomesphere.com/paper/PMC13009156