Evidence map›Paper›PMID 35699184›Full record

ArticleJournal of the American Heart Association2022

Integrating a Polygenic Risk Score for Coronary Artery Disease as a Risk-Enhancing Factor in the Pooled Cohort Equation: A Cost-Effectiveness Analysis Study.

Deo Mujwara, Geoffrey Henno, Stephen T Vernon, Siyang Peng, Paolo Di Domenico, Brock Schroeder, George B Busby, Gemma A Figtree, Giordano Bottà

Open access · goldAbstract read
In one paragraph

Article in Journal of the American Heart Association, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 2 pooled it
13.1field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 2 syntheses or guidelines pooled it, 55 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  4. Review
  5. Review
  6. Article
  7. Article
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  10. A polygenic risk score modifies the cardiovascular risk associated with obstructive sleep apnea.Sleep advances : a journal of the Sleep Research Society · 2026
    Article
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  15. Article
  16. Multimodal data integration to predict atrial fibrillation.European heart journal. Digital health · 2025
    Article
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  18. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 2 countries.

Deo MujwaraAllelica, Inc Wilmington DE.ORCID 0000-0002-9114-6157
Geoffrey HennoIllumina, Inc San Diego CA.
Stephen T VernonKolling InstituteRoyal North Shore Hospital Sydney NSW Australia.ORCID 0000-0001-6262-0916
Siyang PengIllumina, Inc San Diego CA.
Paolo Di DomenicoAllelica, Inc Wilmington DE.
Brock SchroederIllumina, Inc San Diego CA.
George B BusbyAllelica, Inc Wilmington DE.ORCID 0000-0003-4148-6222
Gemma A FigtreeKolling InstituteRoyal North Shore Hospital Sydney NSW Australia.ORCID 0000-0002-5080-6083
Giordano BottàAllelica, Inc Wilmington DE.ORCID 0000-0002-7459-7570
Wilmington University · USIllumina (United States) · USThe University of Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Cardiovascular diseases are the leading cause of death in the United States, yet a significant proportion of adults at high risk remain undetected by standard screening practices. Polygenic risk score for coronary artery disease (CAD-PRS) improves precision in determining the 10-year risk of atherosclerotic cardiovascular disease but health benefits and health care costs associated with CAD-PRS are unknown. We examined the cost-effectiveness of including CAD-PRS as a risk-enhancing factor in the pooled cohort equation (PCE)-the standard of care for determining the risk of atherosclerotic cardiovascular disease-versus PCE alone. Methods and Results We applied a Markov model on a cohort of 40-year-old individuals with borderline or intermediate 10-year risk (5% to <20%) for atherosclerotic cardiovascular disease to identify those in the top quintile of the CAD-PRS distribution who are at high risk and eligible for statin prevention therapy. Health outcomes examined included coronary artery disease (CAD; ie, myocardial infarction) and ischemic stroke. The model projected medical costs (2019 US$) of screening for CAD, statin prevention therapy, treatment, and monitoring patients living with CAD or ischemic stroke and quality-adjusted life-years for PCE+CAD-PRS versus PCE alone. Deterministic and probabilistic sensitivity analyses and scenario analyses were performed to examine uncertainty in parameter inputs. PCE+CAD-PRS was dominant compared with PCE alone in the 5- and 10-year time horizons. We found that, respectively, PCE+CAD-PRS had 0.003 and 0.011 higher mean quality-adjusted life-years and $40 and $181 lower mean costs per person screened, with 29 and 50 fewer events of CAD and ischemic stroke in a cohort of 10 000 individuals compared with PCE alone. The risk of developing CAD, the effectiveness of statin prevention therapy, and the cost of treating CAD had the largest impact on the cost per quality-adjusted life-year gained. However, this cost remained below the $50 000 willingness-to-pay threshold except when the annual risk of developing CAD was <0.006 in the 5-year time horizon. Results from Monte Carlo simulation indicated that PCE+CAD-PRS would be cost-effective. with the probability of 94% and 99% at $50 000 willingness-to-pay threshold in the 5- and 10-year time horizon, respectively. Conclusions Implementing CAD-PRS as a risk-enhancing factor in the PCE to determine the risk of atherosclerotic cardiovascular disease reduced the mean cost per individual, improved quality-adjusted life-years, and averted future events of CAD and ischemic stroke when compared with PCE alone.

Indexed as

AtherosclerosisCoronary Artery DiseaseHydroxymethylglutaryl-CoA Reductase InhibitorsIschemic StrokeMyocardial InfarctionAdultCost-Benefit AnalysisHumansQuality-Adjusted Life YearsRisk FactorsUnited StatesHydroxymethylglutaryl-CoA Reductase Inhibitorscoronary artery diseasecost‐effectivenesspolygenic risk score

Identifiers

PMID35699184
PMCPMC9238642
OpenAlexW4282834432

What Socratic holds

Texttitle and abstract
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.