Evidence map›Paper›PMID 37922883›Full record

ArticleAmerican journal of human genetics2023

The GenoVA study: Equitable implementation of a pragmatic randomized trial of polygenic-risk scoring in primary care.

Jason L Vassy, Charles A Brunette, Matthew S Lebo, Katharine MacIsaac, Thomas Yi, Morgan E Danowski, Nicholas V J Alexander, Mark P Cardellino, Kurt D Christensen, Manish Gala and 10 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 1 pooled it
6.3field-weighted citation impact, top 3% 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.

NCT06922708 narecruitingnot on this mapstarted 2025, after this paper: background citation

Implementing Polygenic Risk Scores for Breast Cancer Prevention: Protocol for a Feasibility Study in a Real-world Clinical Setting

TypeinterventionalSponsorCatholic University of the Sacred HeartRan2025 to 2026Enrolled100ConditionsBreast CancerArmsClinical pathway for breast cancer prevention based on PRS-integrated CanRisk assessment
3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.

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  4. Polygenic risk scores for cardiovascular disease: clinical utility and limitations.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2026
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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

20 authors at 7 institutions in 3 countries.

Jason L VassyVA Boston Healthcare System, Boston, MA, USA; Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA; Ariadne Labs, Boston, MA, USA. Electronic address: jvassy@bwh.harvard.edu.
Charles A BrunetteVA Boston Healthcare System, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Matthew S LeboHarvard Medical School, Boston, MA, USA; Laboratory for Molecular Medicine, Mass General Brigham, Boston, MA, USA; Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.
Katharine MacIsaacVA Boston Healthcare System, Boston, MA, USA.
Thomas YiVA Boston Healthcare System, Boston, MA, USA.
Morgan E DanowskiVA Boston Healthcare System, Boston, MA, USA.
Nicholas V J AlexanderVA Boston Healthcare System, Boston, MA, USA; Bucharest University Emergency Hospital, Bucharest, Romania; Bucharest University of Economic Studies, Bucharest, Romania.
Mark P CardellinoVA Boston Healthcare System, Boston, MA, USA.
Kurt D ChristensenHarvard Medical School, Boston, MA, USA; Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA, USA.
Manish GalaHarvard Medical School, Boston, MA, USA; Division of Gastroenterology and Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA.
Robert C GreenHarvard Medical School, Boston, MA, USA; Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA; Ariadne Labs, Boston, MA, USA; Department of Medicine (Genetics), Mass General Brigham, Boston, MA, USA.
Elizabeth HarrisVA Boston Healthcare System, Boston, MA, USA.
Natalie E JonesVA Boston Healthcare System, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Benjamin J KermanDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Peter KraftDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Preetika KulkarniVA Boston Healthcare System, Boston, MA, USA.
Anna C F LewisDepartment of Medicine (Genetics), Mass General Brigham, Boston, MA, USA; Edmond and Lily Safra Center for Ethics, Harvard University, Boston, MA, USA.
Steven A LubitzDemoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston, MA, USA; Novartis Institutes for BioMedical Research, Novartis, Basel, Basel-Stadt, Switzerland.
Pradeep NatarajanHarvard Medical School, Boston, MA, USA; Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA.
Ashley A AntwiVA Boston Healthcare System, Boston, MA, USA.
VA Boston Healthcare System · USHarvard University · USBroad Institute · USBrigham and Women's Hospital · USClinical Emergency Hospital Bucharest · RONational Cancer Institute · USNovartis (Switzerland) · CH

Funding

Enabling improved applicability and transferability of polygenic scores across populationsU01HG011719 · NHGRI · MASSACHUSETTS GENERAL HOSPITAL · PI Alicia Martin · 2021 to 2026
$5.5M
Genomics of Cardiac ArrhythmiasR01HL139731 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS · 2018 to 2022
$3.3M
Using Electrocardiogram Genetics to Inform Arrhythmia RiskR01HL157635 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS, MIRSHAHI, TOORAJ · 2022 to 2025
$2.9M
Pragmatic randomized trial of polygenic risk scoring for common diseases in primary careR35HG010706 · NHGRI · HARVARD MEDICAL SCHOOL · PI VASSY, JASON L · 2019 to 2024
$2.6M
NHGRI NIH HHS R35 HG010706NHGRI NIH HHS U01 HG011719NHLBI NIH HHS R01 HL139731NHLBI NIH HHS R01 HL157635
6 · The paper itself

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

Diabetes Mellitus, Type 2Prostatic NeoplasmsAdultGenetic Predisposition to DiseaseHumansMalePragmatic Clinical Trials as TopicPrimary Health CareRandomized Controlled Trials as TopicRisk AssessmentRisk Factors

Identifiers

PMID37922883
PMCPMC10645559
OpenAlexW4388221222

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.