ArticlePharmacogenomics2017
Healthcare provider education to support integration of pharmacogenomics in practice: the eMERGE Network experience.
Article in Pharmacogenomics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05091879 (Implementation and Evaluation of Preemptive Pharmacogenomics Testing in an Aging Population), which is not on this map. Cited by 32 papers, 2 of them syntheses 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.
Implementation and Evaluation of Preemptive Pharmacogenomics Testing in an Aging Population
Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it, 66 citations in OpenAlex.
- Barriers and Facilitators for Population Genetic Screening in Healthy Populations: A Systematic Review.Frontiers in genetics · 2022Pooled it
- Impact of SLCO1B1 Pharmacogenetic Testing on Patient and Healthcare Outcomes: A Systematic Review.Clinical pharmacology and therapeutics · 2019Pooled it
- CYP2D6-guided opioid therapy for adults with cancer pain: A randomized implementation clinical trial.Pharmacotherapy · 2023Trial
- Clinical Application of Pharmacogenomics in Stroke Management: Current Evidence and Future Directions.Journal of stroke · 2026Review
- Real-World Characterization of Psychiatric Pharmacogenomic Test Ordering and Clinical Relevance in Adults and Children.Clinical and translational science · 2025Article
- Clinician Experiences at the Frontier of Pharmacogenomics and Future Directions.Journal of personalized medicine · 2025Article
- Clinical pharmacogenetics: A feasibility study of pharmacy students using a clinical decision support system during their didactic training.Innovations in pharmacy · 2025Article
- Pharmacogenetics: Opportunities for theAnnual review of pharmacology and toxicology · 2025Review
- The Intersection between Pharmacogenomics and Health Equity: A Case Example.Pharmacy (Basel, Switzerland) · 2023Review
- Patient understanding of pharmacogenomic test results in clinical care.Patient education and counseling · 2023Article
- Implementation of CYP2D6-guided opioid therapy at Cincinnati Children's Hospital Medical Center.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2023Article
- Development of Competency-based Online Genomic Medicine Training (COGENT).Personalized medicine · 2023Review
- Maturing pharmacogenomic factors deliver improvements and cost efficiencies.Cambridge prisms. Precision medicine · 2023Review
- Medication reconciliation to support pharmacogenomics implementation.Annals of translational medicine · 2022Article
- Experience, Knowledge, and Perceptions of Pharmacogenomics among Pharmacists and Nurse Practitioners in Alberta Hospitals.Pharmacy (Basel, Switzerland) · 2022Article
- Investigation of Biomedical Students' Attitudes toward Pharmacogenomics and Personalized Medicine: A Cross-Sectional Study.Pharmacy (Basel, Switzerland) · 2022Article
- Characterizing pharmacogenetic programs using the consolidated framework for implementation research: A structured scoping review.Frontiers in medicine · 2022Article
- Article
- Utilizing a Human-Computer Interaction Approach to Evaluate the Design of Current Pharmacogenomics Clinical Decision Support.Journal of personalized medicine · 2021Article
- The Role of Electronic Health Records in Advancing Genomic Medicine.Annual review of genomics and human genetics · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 10 institutions in 1 country.
Funding
Abstract
Ten organizations within the Electronic Medical Records and Genomics Network developed programs to implement pharmacogenomic sequencing and clinical decision support into clinical settings. Recognizing the importance of informed prescribers, a variety of strategies were used to incorporate provider education to support implementation. Education experiences with pharmacogenomics are described within the context of each organization's prior involvement, including the scope and scale of implementation specific to their Electronic Medical Records and Genomics projects. We describe common and distinct education strategies, provide exemplars and share challenges. Lessons learned inform future perspectives. Future pharmacogenomics clinical implementation initiatives need to include funding toward implementing provider education and evaluating outcomes.
Indexed as
Identifiers
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.