ArticleFrontiers in genetics2022
Primary Care Implementation of Genomic Population Health Screening Using a Large Gene Sequencing Panel.
Article in Frontiers in genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed, 8 citations in OpenAlex.
- Primary care physician use of patient race and polygenic risk scores in medical decision-making.Genetics in medicine : official journal of the American College of Medical Genetics · 2023Trial
- PROTOCOL: Utilisation of Genetics and Genomics in Primary Care: Protocol for an Evidence and Gap Map.Campbell systematic reviews · 2026Review
- Implementing Genomic Medicine in Primary Care: A Convergent Mixed Method Case Study.Journal of evaluation in clinical practice · 2026Article
- Sustained delivery of diagnostic and preventive genomics in primary care: a five-year real-world cohort from a family medicine-embedded multidisciplinary clinic.Frontiers in medicine · 2026Article
- Geno4ME Study: implementation of whole genome sequencing for population screening in a large healthcare system.NPJ genomic medicine · 2025Article
- Primary Care Informatics: Vitalizing the Bedrock of Health Care.Journal of medical Internet research · 2024Article
- Growth in perceived clinical genetics competency among primary care providers participating in genomic population health screening.Journal of community genetics · 2024Article
- Real-World Results from Combined Screening for Monogenic Genomic Health Risks and Reproductive Risks in 300 Adults.Journal of personalized medicine · 2022Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To realize the promise of genomic medicine, harness the power of genomic technologies, and capitalize on the extraordinary pace of research linking genomic variation to disease risks, healthcare systems must embrace and integrate genomics into routine healthcare. We have implemented an innovative pilot program for genomic population health screening for any-health-status adults within the largest health system in Vermont, United States. This program draws on key research and technological advances to safely extract clinical value for genomics in routine health care. The program offers no-cost, non-research DNA sequencing to patients by their primary care providers as a preventive health tool. We partnered with a commercial clinical testing company for two next generation sequencing gene panels comprising 431 genes related to both high and low-penetrance common health risks and carrier status for recessive disorders. Only pathogenic or likely pathogenic variants are reported. Routine written clinical consultation is provided with a concise, clinical "action plan" that presents core messages for primary care provider and patient use and supports clinical management and health education beyond the testing laboratory's reports. Access to genetic counseling is free in most cases. Predefined care pathways and access to genetics experts facilitates the appropriate use of results. This pilot tests the feasibility of routine, ethical, and scalable use of population genomic screening in healthcare despite generally imperfect genomic competency among both the public and health care providers. This article describes the program design, implementation process, guiding philosophies, and insights from 2 years of experience offering testing and returning results in primary care settings. To aid others planning similar programs, we review our barriers, solutions, and perceived gaps in the context of an implementation research framework.
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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.