ArticleFrontiers in genetics2019
Use of Pharmacogenetic Drugs by the Dutch Population.
Article in Frontiers in genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.
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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
29 citing papers in PubMed, 2 syntheses or guidelines pooled it, 39 citations in OpenAlex.
- A systematic review on the cost effectiveness of pharmacogenomics in developing countries: implementation challenges.The pharmacogenomics journal · 2022Pooled it
- An Analysis of Pharmacogenomic-Guided Pathways and Their Effect on Medication Changes and Hospital Admissions: A Systematic Review and Meta-Analysis.Frontiers in genetics · 2021Pooled it
- Dispensing of actionable pharmacogenetic drugs among adults receiving cardiovascular disease medications in the Northern Netherlands: A serial cross-sectional study.Clinical pharmacology and therapeutics · 2026Article
- Pharmacogenomics-guided personalized medicine in a clinical setting: real-world data.Pharmacogenetics and genomics · 2026Article
- Pharmacogenetics in ICU patients: a short introduction.Intensive care medicine · 2025Article
- Implementing Pre-Emptive Pharmacogenetics: Impact of Early Pharmacogenetic Screening in a Pediatric Oncology Cohort of 1,151 Subjects.Clinical pharmacology and therapeutics · 2025Article
- Utilisation of drugs with pharmacogenetic recommendations in children in Switzerland.The pharmacogenomics journal · 2025Article
- Pharmacogenetic Testing in the Outpatient Setting in Switzerland: A Descriptive Study Using Swiss Claims Data.Drug safety · 2025Article
- Knowledge, attitude, perception, and self-reported confidence of community pharmacists towards pharmacogenomics services.Journal of pharmaceutical policy and practice · 2025Article
- Prevalence of actionable pharmacogenetic variants and high-risk drug prescriptions: A Swiss hospital-based cohort study.Clinical and translational science · 2024Article
- A review of real-world evidence on preemptive pharmacogenomic testing for preventing adverse drug reactions: a reality for future health care.The pharmacogenomics journal · 2024Review
- Promoting advanced medical services in the framework of 3PM-a proof-of-concept by the "Centro" Region of Portugal.The EPMA journal · 2024Review
- Clinical Utility and Implementation of Pharmacogenomics for the Personalisation of Antipsychotic Treatments.Pharmaceutics · 2024Review
- Orally Administered Drugs and Their Complicated Relationship with Our Gastrointestinal Tract.Microorganisms · 2024Review
- Pharmacogenomics: current status and future perspectives.Nature reviews. Genetics · 2023Review
- Identifying the prevalence of clinically actionable drug-gene interactions in a health system biorepository to guide pharmacogenetics implementation services.Clinical and translational science · 2023Article
- Rates of Divergent Pharmacogenes in a Psychiatric Cohort of Inpatients with Depression-Arguments for Preemptive Testing.Journal of xenobiotics · 2022Article
- Advancing Pharmacogenomics from Single-Gene to Preemptive Testing.Annual review of genomics and human genetics · 2022Review
- Prevalence of exposure to pharmacogenetic drugs by the Saudis treated at the health care centers of the Ministry of National Guard.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2022Article
- From pharmacogenetics to pharmaco-omics: Milestones and future directions.HGG advances · 2022Review
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe Dutch Pharmacogenetics Working Group (DPWG) indicated a list of actionable genotypes that affect patients' response to more 50 drugs; these drugs which show variable effects based on patients' genetic traits were named as pharmacogenetics (PGX) drugs. Preemptive genetic testing before using these drugs may protect certain patients from serious adverse reactions and could help in avoiding treatment failures. The objectives of this study include identifying the rate of PGX drug usage among Dutch population, estimating the level of users who carry the actionable genotypes and determining the main genes involved in drug's effect variability.
methodsUsage of PGX drugs over 2011-2017 by the insured population (an average of 11.4 million) in outpatient clinics in Netherlands was obtained from the publically available GIP databank. The data of 45 drugs were analyzed and their interactions with selected pharmacogenes were estimated. Frequency of actionable genotypes of 249 Dutch parents was obtained from the public database: Genome of Netherlands (GoNL), to identify the pattern of genetic characteristics of Dutch population.
resultsOver a 7 year period, 51.3 million exposures of patients to PGX drugs were reported with an average of 5.3 exposures per each drug user. One quarterof the exposures (12.4 million) are predicted to be experienced by individuals with actionable genotypes (risky exposures). Up to 60% of the risky exposures (around 7.5 million) were related to drugs metabolized by CYP2D6. SLCO1B1, and CYP2C19 were also identified among the top genes affecting response of drugs users (involved in about 22 and 12.4% of the risky exposures, respectively). Cardiovascular medications were the top prescribed PGX drug class (43%), followed by gastroenterology (29%) and psychiatry/neurology medications (15%). Women use more PGX drugs than men (55.8 vs. 44.2%, respectively) with the majority (84%) of users in both sexes are above 45 years.
conclusionPGX drugs are commonly used in Netherlands. Preemptive panel testing for CYP2D6, SLCO1B1, and CYP2C19 only could be useful to predict 95% of vulnerable patients' exposures to PGX drugs. Future studies to assess the economic impact of preemptive panel testing on patients of older age are suggested.
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