SynthesisPloS one2009
Fulfilling the promise of personalized medicine? Systematic review and field synopsis of pharmacogenetic studies.
Synthesis in PloS one, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 102 citations in OpenAlex.
- Pharmacogenetic research activity in Central America and the Caribbean: a systematic review.Pharmacogenomics · 2016Pooled it
- Stratified medicine in European Medicines Agency licensing: a systematic review of predictive biomarkers.BMJ open · 2014Pooled it
- Smoking cessation pharmacogenetics: analysis of varenicline and bupropion in placebo-controlled clinical trials.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2012Trial
- Toward actionable biomarkers in psychiatry: a collaborative roadmap for precision clinical trials. An ACNP position paper.NPP - digital psychiatry and neuroscience · 2026Article
- Translational research in nephrology: prognosis.Clinical kidney journal · 2022Article
- Article
- Impact of study design and statistical model in pharmacogenetic studies with gene-treatment interaction.CPT: pharmacometrics & systems pharmacology · 2021Article
- Defining precision health: a scoping review protocol.BMJ open · 2021Article
- Group-based pharmacogenetic prediction: is it feasible and do current NHS England ethnic classifications provide appropriate data?The pharmacogenomics journal · 2021Article
- A Feasibility Study of an Extrusion-Based Fabrication Process for Personalized Drugs.Journal of personalized medicine · 2020Article
- Four Actionable Bottlenecks and Potential Solutions to Translating Psychiatric Genetics Research: An Expert Review.Public health genomics · 2020Review
- Barriers to clinical adoption of next-generation sequencing: a policy Delphi panel's solutions.Personalized medicine · 2017Article
- Pharmacogenetic Biomarkers to Predict Treatment Response in Multiple Sclerosis: Current and Future Perspectives.Multiple sclerosis international · 2017Review
- Barriers to clinical adoption of next generation sequencing: Perspectives of a policy Delphi panel.Applied & translational genomics · 2016Article
- Pharmacogenetics of healthy volunteers in Puerto Rico.Drug metabolism and personalized therapy · 2015Review
- Evidence for Clinical Implementation of Pharmacogenomics in Cardiac Drugs.Mayo Clinic proceedings · 2015Article
- EPMA position paper in cancer: current overview and future perspectives.The EPMA journal · 2015Article
- Pharmacogenomics in diverse practice settings: implementation beyond major metropolitan areas.Pharmacogenomics · 2015Article
- Declaration of transparency for each research article.BMJ (Clinical research ed.) · 2013Article
- Pharmacogenomics of phase II metabolizing enzymes and drug transporters: clinical implications.The pharmacogenomics journal · 2013Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundStudies of the genetic basis of drug response could help clarify mechanisms of drug action/metabolism, and facilitate development of genotype-based predictive tests of efficacy or toxicity (pharmacogenetics).
objectivesWe conducted a systematic review and field synopsis of pharmacogenetic studies to quantify the scope and quality of available evidence in this field in order to inform future research. DATA SOURCES: Original research articles were identified in Medline, reference lists from 24 meta-analyses/systematic reviews/review articles and U.S. Food and Drug Administration website of approved pharmacogenetic tests. STUDY ELIGIBILITY CRITERIA, PARTICIPANTS, AND INTERVENTION CRITERIA: We included any study in which either intended or adverse response to drug therapy was examined in relation to genetic variation in the germline or cancer cells in humans. STUDY APPRAISAL AND SYNTHESIS
methodsStudy characteristics and data reported in abstracts were recorded. We further analysed full text from a random 10% subset of articles spanning the different subclasses of study.
resultsFrom 102,264 Medline hits and 1,641 articles from other sources, we identified 1,668 primary research articles (1987 to 2007, inclusive). A high proportion of remaining articles were reviews/commentaries (ratio of reviews to primary research approximately 25 ratio 1). The majority of studies (81.8%) were set in Europe and North America focussing on cancer, cardiovascular disease and neurology/psychiatry. There was predominantly a candidate gene approach using common alleles, which despite small sample sizes (median 93 [IQR 40-222]) with no trend to an increase over time, generated a high proportion (74.5%) of nominally significant (p<0.05) reported associations suggesting the possibility of significance-chasing bias. Despite 136 examples of gene/drug interventions being the subject of >or=4 studies, only 31 meta-analyses were identified. The majority (69.4%) of end-points were continuous and likely surrogate rather than hard (binary) clinical end-points. CONCLUSIONS AND IMPLICATIONS OF KEY
findingsThe high expectation but limited translation of pharmacogenetic research thus far may be explained by the preponderance of reviews over primary research, small sample sizes, a mainly candidate gene approach, surrogate markers, an excess of nominally positive to truly positive associations and paucity of meta-analyses. Recommendations based on these findings should inform future study design to help realise the goal of personalised medicines. SYSTEMATIC REVIEW REGISTRATION NUMBER: Not Registered.
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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.