ArticleCell2021
Precision medicine in 2030-seven ways to transform healthcare.
Article in Cell, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 177 papers, 3 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
177 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Benefits and barriers to broad implementation of genomic sequencing in the NICU.American journal of human genetics · 2025Pooled it
- A bibliometric analysis of nasopharyngeal carcinoma radiomics: trends and insights.Frontiers in oncology · 2025Pooled it
- New horizons in evidence-based care for older people: individual participant data meta-analysis.Age and ageing · 2022Pooled it
- Operationalizing Precision Medicine in Drug Development: Predictive Biomarkers, Companion Diagnostics, and Regulatory Pathways.Clinical pharmacology and therapeutics · 2026Review
- Toward precision hernia surgery: integrating biomarkers, genomics, quantitative imaging, and artificial intelligence in abdominal wall repair.Hernia : the journal of hernias and abdominal wall surgery · 2026Review
- Multi-omics integration of proteomics and metabolomics in pediatric health and disease.Communications medicine · 2026Review
- Multi-omics-driven precision medicine.iMeta · 2026Review
- Article
- A proposed organization of multifaceted knowledge in data repositories: structuring record collections and evidence sets for data lakehouses and moonshots.Journal of exposure science & environmental epidemiology · 2026Review
- Precision Lipid Management in the Era of Biotechnology and Artificial Intelligence: From Gene Editing to Smart Drug Delivery.Therapeutic innovation & regulatory science · 2026Review
- Moving from Bench to Bedside: A Social History of Actionability in Biomedicine.medRxiv : the preprint server for health sciences · 2026Article
- What Is Precision Psychotherapy?The Journal of medicine and philosophy · 2026Article
- From Electrical Morphology to Physiological Dynamics: Lessons From ECG Adoption for the Clinical Integration of Heart Rate Variability.European journal of clinical investigation · 2026Article
- Worldwide Innovative Network Consortium: Building a Common Global Cancer Database.JCO global oncology · 2026Review
- When splicing is not all or none: GT>GC 5' splice-site variants as a model for intermediate effects and challenges in variant classification.HGG advances · 2026Article
- Revival abroad, beginning at home: A case for the Indian clinician-scientist.Indian journal of ophthalmology · 2026Article
- From Metrics to Meaning in Neurological Rehabilitation: Clinicians' Perspectives on Digital Metrics of Upper Limb Functioning-A Focus Group Study.JMIR rehabilitation and assistive technologies · 2026Article
- Ethical Considerations in Health Technology Assessment for Precision Medicine: A Delphi Study in a Greek Setting.Journal of personalized medicine · 2026Article
- Transcriptomics-based multi-omics approach for optimizing risk stratification in acute myeloid leukemia.Blood science (Baltimore, Md.) · 2026Article
- Plasma proteomic signatures of early retinal neurodegeneration in diabetes: A multi-cohort study.PLoS medicine · 2026Observational
117 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
2 authors.
Funding
Abstract
Precision medicine promises improved health by accounting for individual variability in genes, environment, and lifestyle. Precision medicine will continue to transform healthcare in the coming decade as it expands in key areas: huge cohorts, artificial intelligence (AI), routine clinical genomics, phenomics and environment, and returning value across diverse populations.
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.