ReviewBMC medical genomics2021
Design and user experience testing of a polygenic score report: a qualitative study of prospective users.
Review in BMC medical genomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07039123 (Polygenic Risk Score to Optimize Primary Prevention in Intermediate Risk Population), which is not on this map. Cited by 30 papers.
What it found
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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.
Polygenic Risk Score to Optimize Primary Prevention in Intermediate Risk Population (PERSONAL)
Who cites it
30 citing papers in PubMed.
- Development and pilot testing of a prostate cancer polygenic risk report.BMC medical genomics · 2026Trial
- Educational considerations based on medical student use of polygenic risk information and apparent race in a simulated consultation.Genetics in medicine : official journal of the American College of Medical Genetics · 2022Trial
- The co-design, development, and preliminary evaluation of a comprehensive breast cancer risk report incorporating polygenic risk information.European journal of human genetics : EJHG · 2026Article
- A mixed-methods exploration of stakeholder experiences and perspectives on integrating polygenic breast cancer risk scores into Swedish clinical practice.BMC health services research · 2026Article
- The Spanish Polygenic Score reference distribution: a resource for personalized medicine.European journal of human genetics : EJHG · 2026Article
- Healthcare professionals' experiences returning monogenic, polygenic, and integrated risk results in the eMERGE study.HGG advances · 2026Article
- Development and evaluation of patient-centred polygenic risk score reports for glaucoma screening.BMC medical genomics · 2025Article
- Polygenic Risk Scores in Human Disease.Clinical chemistry · 2025Review
- Improving the communication of multifactorial cancer risk assessment results for different audiences: a co-design process.Journal of community genetics · 2024Article
- The acceptability and clinical impact of using polygenic scores for risk-estimation of common cancers in primary care: a systematic review.Journal of community genetics · 2024Review
- Polygenic risk scores associate with blood pressure traits across the lifespan.European journal of preventive cardiology · 2024Article
- Recent advances in polygenic scores: translation, equitability, methods and FAIR tools.Genome medicine · 2024Review
- A powerful partnership: researchers and patients working together to develop a patient-facing summary of clinical trial outcome data.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Clinical applications of polygenic risk score for coronary artery disease through the life course.Atherosclerosis · 2023Review
- Advancing the communication of genetic risk for cardiometabolic diseases: a critical interpretive synthesis.BMC medicine · 2023Article
- Pragmatic Approach to Applying Polygenic Risk Scores to Diverse Populations.Current protocols · 2023Article
- A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease.Nature medicine · 2023Article
- Genome screening, reporting, and genetic counseling for healthy populations.Human genetics · 2023Article
- Advances and Applications of Polygenic Scores for Coronary Artery Disease.Annual review of medicine · 2023Review
- Ethical layering in AI-driven polygenic risk scores-New complexities, new challenges.Frontiers in genetics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
backgroundPolygenic scores-which quantify inherited risk by integrating information from many common sites of DNA variation-may enable a tailored approach to clinical medicine. However, alongside considerable enthusiasm, we and others have highlighted a lack of standardized approaches for score disclosure. Here, we review the landscape of polygenic score reporting and describe a generalizable approach for development of a polygenic score disclosure tool for coronary artery disease.
methodsWe assembled a working group of clinicians, geneticists, data visualization specialists, and software developers. The group reviewed existing polygenic score reports and then designed a two-page mock report for coronary artery disease. We then conducted a qualitative user-experience study with this report using an interview guide focused on comprehension, experience, and attitudes. Interviews were transcribed and analyzed for themes identification to inform report revision.
resultsReview of nine existing polygenic score reports from commercial and academic groups demonstrated significant heterogeneity, reinforcing the need for additional efforts to study and standardize score disclosure. Using a newly developed mock score report, we conducted interviews with ten adult individuals (50% females, 70% without prior genetic testing experience, age range 20-70 years) recruited via an online platform. We identified three themes from interviews: (1) visual elements, such as color and simple graphics, enable participants to interpret, relate to, and contextualize their polygenic score, (2) word-based descriptions of risk and polygenic scores presented as percentiles were the best recognized and understood, (3) participants had varying levels of interest in understanding complex genomic information and therefore would benefit from additional resources that can adapt to their individual needs in real time. In response to user feedback, colors used for communicating risk were modified to minimize unintended color associations and odds ratios were removed. All 10 participants expressed interest in receiving a polygenic score report based on their personal genomic information.
conclusionsOur findings describe a generalizable approach to develop a polygenic score report understandable by potential patients. Although additional studies are needed across a wider spectrum of patient populations, these results are likely to inform ongoing efforts related to polygenic score disclosure within clinical practice.
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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.