ReviewJournal of personalized medicine2024
Precision Medicine-Are We There Yet? A Narrative Review of Precision Medicine's Applicability in Primary Care.
Review in Journal of personalized medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 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
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 24 citations in OpenAlex.
- Implementation of precision medicine in treating non-communicable diseases: a systematic review.Journal of translational medicine · 2025Pooled it
- Building capacity for genomics in primary care: a scoping review of practitioner attitudes, education needs, and enablers.Frontiers in medicine · 2025Pooled it
- A cross-sectional study of genomic knowledge comfort, attitudes, ethical and educational perspectives on precision medicine among medical students in Ecuador.Journal of community genetics · 2026Article
- A primary care pharmacogenetic precision medicine pilot based on specific Māori tribal ethical frameworks and principles.Journal of community genetics · 2026Article
- Ethical Considerations in Health Technology Assessment for Precision Medicine: A Delphi Study in a Greek Setting.Journal of personalized medicine · 2026Article
- PROTOCOL: Utilisation of Genetics and Genomics in Primary Care: Protocol for an Evidence and Gap Map.Campbell systematic reviews · 2026Review
- At the Right Time: Temporal Precision in Personalised Medicine.Sociology of health & illness · 2026Article
- Plasma proteomics for Parkinson's disease classification: cross-cohort benchmarking of proteomic, transcriptomic, and multimodal models.NPJ Parkinson's disease · 2026Article
- Artificial Intelligence For 6P Medicine: Consolidating AI Needs of Predictive, Preventive, Personalized, Participatory, Precision, and Public Health Trajectories.Journal of medical systems · 2026Review
- Network Analysis to Identify MicroRNAs Involved in Alzheimer's Disease and to Improve Drug Prioritization.Biomedicines · 2026Article
- Health technology design considerations specific to Indigenous Data Sovereignty and implementation science.Frontiers in health services · 2026Article
- A multi-stakeholder perspective on barriers to the adoption of personalized prevention in European healthcare systems.Frontiers in public health · 2026Article
- Imagining Genomics and Population Health in 2050: Anticipating Future Research, Policy, and Governance Needs.Public health genomics · 2026Article
- Personal Health Data Spaces for precision prevention and continuity of care: integrating genomic, imaging, and clinical data in primary care.Frontiers in medicine · 2026Article
- Machine Learning-Driven Integration of Cancer Cell Phenotypes Predicts Cisplatin Sensitivity.Cancer medicine · 2025Article
- κ-Opioid Receptor Agonists as Robust Pain-Modulating Agents: Mechanisms and Therapeutic Potential in Pain Modulation.Journal of clinical medicine · 2025Review
- Implementing a training resource for large-scale genomic data analysis in the All of Us Researcher Workbench.American journal of human genetics · 2025Review
- Beliefs and perceptions of genetic testing by clinical, demographic, and health characteristics: A U.S.-based study utilizing the health information national trends (HINTS) survey.Preventive medicine reports · 2025Article
- Is There a Diagnostic Miracle on the Horizon? Emerging Biomarkers in MASLD.Journal of clinical medicine · 2025Review
- Genetic Ancestry and Lung Cancer in Latin American Patients: A Crucial Step for Understanding a Diverse Population.Clinical lung cancer · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
Abstract
Precision medicine (PM), also termed stratified, individualised, targeted, or personalised medicine, embraces a rapidly expanding area of research, knowledge, and practice. It brings together two emerging health technologies to deliver better individualised care: the many "-omics" arising from increased capacity to understand the human genome and "big data" and data analytics, including artificial intelligence (AI). PM has the potential to transform an individual's health, moving from population-based disease prevention to more personalised management. There is however a tension between the two, with a real risk that this will exacerbate health inequalities and divert funds and attention from basic healthcare requirements leading to worse health outcomes for many. All areas of medicine should consider how this will affect their practice, with PM now strongly encouraged and supported by government initiatives and research funding. In this review, we discuss examples of PM in current practice and its emerging applications in primary care, such as clinical prediction tools that incorporate genomic markers and pharmacogenomic testing. We look towards potential future applications and consider some key questions for PM, including evidence of its real-world impact, its affordability, the risk of exacerbating health inequalities, and the computational and storage challenges of applying PM technologies at scale.
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.