Observational studyJAMA network open2019
Projected Prevalence of Actionable Pharmacogenetic Variants and Level A Drugs Prescribed Among US Veterans Health Administration Pharmacy Users.
Observational study in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03170362 (PRIME Care), which is not on this map. Cited by 89 papers, 1 of them a synthesis that pooled it.
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.
PRIME Care (PRecision Medicine In MEntal Health Care)
Who cites it
89 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Meta-analysis of Response and Remission Outcomes With a Weighted Multigene Pharmacogenomic Test for Adults With Depression.Journal of clinical psychopharmacologyPooled it
- Effect of Pharmacogenetic Testing for Statin Myopathy Risk vs Usual Care on Blood Cholesterol: A Randomized Clinical Trial.JAMA network open · 2020Trial
- Article
- Pharmacogenomics of antibacterial and antiviral therapies: Clinical actionability, evidence gaps, and future directions.Pharmacological reviews · 2026Review
- Pharmacogenomics testing to optimize medical countermeasures against chemical warfare agents and bacterial biothreats in military settings.Journal of military, veteran and family health · 2026Article
- Use of medications with pharmacogenomic guidelines and adverse outcomes in hospitalised older patients: a retrospective cross-sectional study.The pharmacogenomics journal · 2026Article
- Population prevalence of high-risk pharmacogenetic configurations in a healthy older Australian reference cohort.Frontiers in pharmacology · 2026Article
- Use of Drugs With Actionable Pharmacogenetic Biomarkers and Possible Prescribing Changes Among Older People.Journal of the American Geriatrics Society · 2025Article
- Transforming Pharmacovigilance With Pharmacogenomics: Toward Personalized Risk Management.Clinical pharmacology and therapeutics · 2025Review
- The role of pharmacogenomics and opioid prescribing for infants with surgical congenital heart disease.Pharmacogenetics and genomics · 2025Article
- Targeted adaptive sampling enables clinical pharmacogenomics testing and genome-wide genotyping.Scientific reports · 2025Article
- Gaps in guideline adherence: evaluating HLA-B*57:01 screening for abacavir sensitivity and the implementation of evidence-based HIV care.Clinical biochemistry · 2025Article
- Pharmacogenomic Drug-Gene Interactions in Geriatric Emergency Department Patients Who Sustained Falls: A Pilot Study.The western journal of emergency medicine · 2025Article
- Navigating Pharmacogenomic Testing in Practice: Who to Test and When to Test.Clinical pharmacology and therapeutics · 2025Review
- Geno4ME Study: implementation of whole genome sequencing for population screening in a large healthcare system.NPJ genomic medicine · 2025Article
- Improved Pharmacogenomic Testing Process for Veterans in Outpatient Settings by Clinical Pharmacist Practitioners.Federal practitioner : for the health care professionals of the VA, DoD, and PHS · 2025Article
- Direct-to-Consumer Genetic Testing for Cardiovascular Disease: A Scientific Statement From the American Heart Association.Circulation · 2025Review
- Real-World Utilization of Medications With Pharmacogenetic Recommendations in Older Adults: A Scoping Review.Clinical and translational science · 2025Article
- Pharmacogenetics or predictive genetics? APOE testing blurs the lines.Frontiers in pharmacology · 2025Review
- Pharmacogenetic variations and clinical implications of actionable CYP2D6/CYP2C19 variants in Central Indian patients with common mental disorders.Frontiers in pharmacology · 2025Article
29 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
Importance: Implementation of pharmacogenetic testing to guide drug prescribing has potential to improve drug response and prevent adverse events. Robust data exist for more than 30 gene-drug pairs linking genotype to drug response phenotypes; however, it is unclear which pharmacogenetic tests, if implemented, would provide the greatest utility for a given patient population. Objectives: To project the proportion of veterans in the US Veterans Health Administration (VHA) with actionable pharmacogenetic variants and evaluate how testing might be associated with prescribing decisions. Design, Setting, and Participants: This cross-sectional study included veterans who used national VHA pharmacy services from October 1, 2011, to September 30, 2017. Data analyses began April 26, 2018, and were completed February 6, 2019. Exposures: Receipt of level A drugs based on VHA pharmacy dispensing records. Main Outcomes and Measures: Projected prevalence of actionable pharmacogenetic variants among VHA pharmacy users based on variant frequencies from the 1000 Genomes Project and veteran demographic characteristics; incident number of level A prescriptions, and proportion of new level A drug recipients projected to carry an actionable pharmacogenetic variant. Results: During the study, 7 769 359 veterans (mean [SD] age, 58.1 [17.8] years; 7 021 504 [90.4%] men) used VHA pharmacy services. It was projected that 99% of VHA pharmacy users would carry at least 1 actionable pharmacogenetic variant. Among VHA pharmacy users, 4 259 153 (54.8%) received at least 1 level A drug with 1 188 124 (15.3%) receiving 2 drugs, and 912 189 (11.7%) receiving 3 or more drugs. The most common incident prescriptions during the study were tramadol (923 671 new recipients), simvastatin (533 928 new recipients), citalopram (266 952 new recipients), and warfarin (205 177 new recipients). Gene-drug interactions projected to have substantial clinical impacts in the VHA population include the interaction of SLCO1B1 with simvastatin (1 988 956 veterans [25.6%]), CYP2D6 with tramadol (318 544 veterans [4.1%]), and CYP2C9 or VKORC1 with warfarin (7 163 349 veterans [92.2%]). Conclusions and Relevance: Clinically important pharmacogenetic variants are highly prevalent in the VHA population. Almost all veterans would carry an actionable variant, and more than half of the population had been exposed to a drug affected by these variants. These results suggest that pharmacogenetic testing has the potential to affect pharmacotherapy decisions for commonly prescribed outpatient medications for many veterans.
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