ArticleFrontiers in genetics2023
Personalized medicine in a community health system: the NorthShore experience.
Article in Frontiers in genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 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.
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Who cites it
19 citing papers in PubMed, 17 citations in OpenAlex.
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- Dynamic Closed-Loop Medical Record Quality Management Using an AI-Driven Multilevel Quality Control System: Development and Implementation Study.JMIR medical informatics · 2026Article
- PROTOCOL: Utilisation of Genetics and Genomics in Primary Care: Protocol for an Evidence and Gap Map.Campbell systematic reviews · 2026Review
- Breaking barriers to completing genetic testing for inherited breast cancer among at-risk Black women using a community-based participatory research approach.HGG advances · 2026Article
- Clinical translation of polygenic scores for prostate cancer screening.Nature reviews. Urology · 2026Review
- Risk for coronary artery disease among individuals with normal low-density lipoprotein cholesterol (LDL-C) levels.International journal of cardiology. Cardiovascular risk and prevention · 2026Article
- Operationalizing Next-Generation Sequencing in a Community-Based Academic Cancer Center: Workflow, Integration, and Impact.Cancers · 2026Article
- Identifying core teamwork competencies for community-based health and social care professionals: an e-Delphi study.BMC medical education · 2026Article
- Integrated Genetic Risk Stratification Identifies High Adenoma Detection Rates at Colonoscopy in a Real-World US Health System.Gastro hep advances · 2026Article
- Expanding the genetic landscape of endometriosis: Integrative -omics analyses implicate key genes and pathways in a multi-ancestry study of over one million women.Research square · 2025Article
- Advancing the science of genomic learning healthcare systems.Learning health systems · 2025Article
- "What Good Is That?"-Perspectives of Using Telehealth to Discuss Serious Illness with Urban-Dwelling Low-Income Older Adults in Assisted Living.Journal of urban health : bulletin of the New York Academy of Medicine · 2025Article
- Superior performance of two combined polygenic scores for predicting skin cancer risk and differentiating risk of melanoma from keratinocyte carcinomas in two cohorts.JAAD international · 2025Article
- Charting progress in learning health systems: A systematic review of 5 years of definitions, models, and frameworks.Learning health systems · 2025Article
- Polygenic Score Complements Family History and Lynch Syndrome Genes for Predicting Colorectal Cancer Risk.JCO precision oncology · 2025Article
- Development and validation of a genetic probability for venous thromboembolism.Research and practice in thrombosis and haemostasis · 2025Article
- Validation of GenProb-T1D and its clinical utility for differentiating types of diabetes in a biobank from a US healthcare system.Journal of diabetes investigation · 2025Article
- The Use of Precision Medicine to Support the Precision of Clinical Decisions in care delivery.Yearbook of medical informatics · 2024Article
- Tooth Colour and Facial Attractiveness: Study Protocol for Self-Perception with a Gender-Based Approach.Journal of personalized medicine · 2024Article
Corrections and comments
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Authors and funding
18 authors at 3 institutions in 1 country.
Funding
Abstract
Genomic and personalized medicine implementation efforts have largely centered on specialty care in tertiary health systems. There are few examples of fully integrated care systems that span the healthcare continuum. In 2014, NorthShore University HealthSystem launched the Center for Personalized Medicine to catalyze the delivery of personalized medicine. Successful implementation required the development of a scalable family history collection tool, the Genetic and Wellness Assessment (GWA) and Breast Health Assessment (BHA) tools; integrated pharmacogenomics programming; educational programming; electronic medical record integration; and robust clinical decision support tools. To date, more than 225,000 patients have been screened for increased hereditary conditions, such as cancer risk, through these tools in primary care. More than 35,000 patients completed clinical genetic testing following GWA or BHA completion. An innovative program trained more than 100 primary care providers in genomic medicine, activated with clinical decision support and access to patient genetic counseling services and digital healthcare tools. The development of a novel bioinformatics platform (FLYPE) enabled the incorporation of genomics data into electronic medical records. To date, over 4,000 patients have been identified to have a pathogenic or likely pathogenic variant in a gene with medical management implications. Over 33,000 patients have clinical pharmacogenomics data incorporated into the electronic health record supported by clinical decision support tools. This manuscript describes the evolution, strategy, and successful multispecialty partnerships aligned with health system leadership that enabled the implementation of a comprehensive personalized medicine program with measurable patient outcomes through a genomics-enabled learning health system model that utilizes implementation science frameworks.
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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.