ReviewNature medicine2024
Precision public health in the era of genomics and big data.
Review in Nature medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 1 of them a synthesis 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
55 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Economic evaluations of screening and case-finding for Chronic Obstructive Pulmonary Disease (COPD): a systematic review.NPJ primary care respiratory medicine · 2026Pooled it
- Application of artificial intelligence in head and neck squamous cell carcinoma.Annals of medicine · 2026Review
- Phenomic profiles and disease patterns of 1.9 million participants from Our Future Health.Nature medicine · 2026Article
- Proteome-Wide Reverse Vaccinology and Immunoinformatics-Guided Design of a Multi-Epitope Vaccine AgainstInternational journal of molecular sciences · 2026Article
- Spatial heterogeneity in area-level environmental context of hospital-based congenital structural anomaly burden in Southwest China: a retrospective study from a provincial pediatric referral center.World journal of pediatrics : WJP · 2026Article
- The Price of Precision: A Critical Review of Molecular Diagnostics in Glioma, From Guidelines to Global Disparities.Annals of clinical and translational neurology · 2026Review
- Genomas Brasil program: building precision public health within Brazil's Unified Health System.Nature medicine · 2026Article
- Ethical Aspects of Artificial Intelligence in Precision Medicine for Obesity Management.JMA journal · 2026Review
- Heterogeneous associations of cumulative heat exposure with cognitive decline among older Japanese adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Digital Dermatology.Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG · 2026Review
- PGS Browser: a public platform for personalized polygenic score analysis and interpretation.Nature communications · 2026Article
- Subtypes of newly diagnosed type 2 diabetes and risk of complications: analysis of electronic health records in the USA.Diabetologia · 2026Article
- Applying the 5P framework to improve cancer prevention in European health systems.Journal of public health policy · 2026Article
- The Human Exposome: Integrating the Environment, Human Health, and Society for the Next 60 years.Environmental science & technology · 2026Review
- Associations between maternal perceptions of infant growth and feeding and infant growth outcomes in community health clinics: a prospective multicentre longitudinal study.Journal of health, population, and nutrition · 2026Article
- A generalist precision medication framework using temporal causal inference based on treatment-free physiological profiles.Nature communications · 2026Article
- Identifying risk profiles and systemic architecture of online aggressive behavior among college students: a large-scale cross-sectional study.BMC public health · 2026Article
- Scientometric analysis of neglected tropical disease research in Southeast Asia: insights for integrated disease control strategies.Tropical diseases, travel medicine and vaccines · 2026Article
- Advancing genomics for waterborne pathogen surveillance in Australia.The Lancet regional health. Western Pacific · 2026Review
- Beyond the diagnostic threshold: paradigm shift in laboratory medicine from passive reaction to predictive capability.Frontiers in medicine · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Precision public health (PPH) considers the interplay between genetics, lifestyle and the environment to improve disease prevention, diagnosis and treatment on a population level-thereby delivering the right interventions to the right populations at the right time. In this Review, we explore the concept of PPH as the next generation of public health. We discuss the historical context of using individual-level data in public health interventions and examine recent advancements in how data from human and pathogen genomics and social, behavioral and environmental research, as well as artificial intelligence, have transformed public health. Real-world examples of PPH are discussed, emphasizing how these approaches are becoming a mainstay in public health, as well as outstanding challenges in their development, implementation and sustainability. Data sciences, ethical, legal and social implications research, capacity building, equity research and implementation science will have a crucial role in realizing the potential for 'precision' to enhance traditional public health approaches.
Indexed as
Identifiers
What Socratic 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 Socratic graph.