ArticleAmerican journal of human genetics2023
The GenoVA study: Equitable implementation of a pragmatic randomized trial of polygenic-risk scoring in primary care.
Article in American journal of human genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06922708 (Implementing Polygenic Risk Scores for Breast Cancer Prevention), which is not on this map. Cited by 22 papers, 1 of them a synthesis that pooled 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.
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.
Implementing Polygenic Risk Scores for Breast Cancer Prevention: Protocol for a Feasibility Study in a Real-world Clinical Setting
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.
- Multi-ancestry polygenic risk scores for the prediction of type 2 diabetes and complications in diverse ancestries.The lancet. Diabetes & endocrinology · 2026Pooled it
- Development and pilot testing of a prostate cancer polygenic risk report.BMC medical genomics · 2026Trial
- Improving Polygenic Risk Prediction for Atherosclerotic Cardiovascular Disease in East Asian Populations.JACC. Asia · 2026Review
- Polygenic risk scores for cardiovascular disease: clinical utility and limitations.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2026Review
- Characterizing the Uncertainty, Misclassification and Inconsistency of Polygenic Prediction.medRxiv : the preprint server for health sciences · 2026Article
- Admixture-informed polygenic risk reporting using the ePRS framework.Nature communications · 2026Article
- Widespread and Biologically Driven Sex Disparities in Polygenic Risk Prediction Across Complex Traits.Research square · 2026Article
- Evaluation of the genome-informed risk assessment (GIRA) approach from eMERGE in an independent health system.medRxiv : the preprint server for health sciences · 2026Article
- Clinical translation of polygenic scores for prostate cancer screening.Nature reviews. Urology · 2026Review
- Clinical use of polygenic risk scores: current status, barriers and future directions.Nature reviews. Genetics · 2026Review
- The polygenic, omnigenic and stratagenic models of complex disease risk.Nature genetics · 2026Review
- Healthcare professionals' experiences returning monogenic, polygenic, and integrated risk results in the eMERGE study.HGG advances · 2026Article
- Toward personalized medicine in AD/ADRD through genetic-exposome dementia risk assessments.NPJ dementia · 2026Review
- Polygenic risk scores in routine genetic diagnostics: what lies ahead?Journal of community genetics · 2025Article
- A feasibility study of whole genome germline testing as an adjunct screening tool in a UK general private practice.Scientific reports · 2025Article
- Veteran participation in the All of Us Research Program: applying an intersectionality lens to evaluate participant diversity.BMC medical research methodology · 2025Article
- All of Us diversity and scale improve polygenic prediction contextually with greatest improvements for under-represented populations.bioRxiv : the preprint server for biology · 2025Article
- Breaking binary in cardiovascular disease risk prediction.NPJ cardiovascular health · 2025Review
- A narrative review of precision and ethical considerations in cardiovascular health: CRISPR-Cas9, telemedicine, and lifestyle interventions.Frontiers in public health · 2025Review
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors at 7 institutions in 3 countries.
Funding
Abstract
Polygenic risk scores (PRSs) hold promise for disease risk assessment and prevention. The Genomic Medicine at Veterans Affairs (GenoVA) Study is addressing three main challenges to the clinical implementation of PRSs in preventive care: defining and determining their clinical utility, implementing them in time-constrained primary care settings, and countering their potential to exacerbate healthcare disparities. The study processes used to test patients, report their PRS results to them and their primary care providers (PCPs), and promote the use of those results in clinical decision-making are modeled on common practices in primary care. The following diseases were chosen for their prevalence and familiarity to PCPs: coronary artery disease; type 2 diabetes; atrial fibrillation; and breast, colorectal, and prostate cancers. A randomized clinical trial (RCT) design and primary outcome of time-to-new-diagnosis of a target disease bring methodological rigor to the question of the clinical utility of PRS implementation. The study's pragmatic RCT design enhances its relevance to how PRS might reasonably be implemented in primary care. Steps the study has taken to promote health equity include the thoughtful handling of genetic ancestry in PRS construction and reporting and enhanced recruitment strategies to address underrepresentation in research participation. To date, enhanced recruitment efforts have been both necessary and successful: participants of underrepresented race and ethnicity groups have been less likely to enroll in the study than expected but ultimately achieved proportional representation through targeted efforts. The GenoVA Study experience to date offers insights for evaluating the clinical utility of equitable PRS implementation in adult primary care.
Indexed as
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What OpenQuestion holds
Registered trials
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 OpenQuestion graph.