ReviewJournal of personalized medicine2021
Challenges of Prevention for a Sustainable Personalized Medicine.
Review in Journal of personalized medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
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
45 citing papers in PubMed, 51 citations in OpenAlex.
- Cardiovascular disease prevention by personalized health promotion considering educational attainment.Scientific reports · 2026Trial
- Integrating genomic medicine into primary care: a precision health model from Riyadh, Saudi Arabia.Family medicine and community health · 2026Article
- Physical activity and related characteristics in assisted living residents with different levels of mobility: a comparative analysis.Disability and rehabilitation. Assistive technology · 2026Article
- Model-guided medicine for early diagnosis of transthyretin-associated cardiac amyloidosis using multimodal data integration and standardized interoperable models (the CRONOS-ATTR study).International journal of computer assisted radiology and surgery · 2026Article
- Identifying high-risk and actionable profiles for prevention in hypertensive patients with concurrent dyslipidemia: a population-based retrospective study.BMC cardiovascular disorders · 2026Observational
- Applying the 5P framework to improve cancer prevention in European health systems.Journal of public health policy · 2026Article
- Assessment of Fall Risk in Neurological Disorders and Technology: Relationship Between Silver Index and Gait Analysis.Sensors (Basel, Switzerland) · 2026Article
- Prognostic Role of the Endothelial Activation and Stress Index (EASIX) in Functional Outcomes and Mortality After Acute Ischemic Stroke: A Retrospective Pilot Cohort Study.Journal of cardiovascular development and disease · 2026Article
- Prevalence and predictive factors of cognitive impairment among hospitalized older adults in iran: a cross-sectional study, 2024.Aging clinical and experimental research · 2026Article
- A multi-stakeholder perspective on barriers to the adoption of personalized prevention in European healthcare systems.Frontiers in public health · 2026Article
- Environmental determinants of neurotoxicity: role of heavy metals in neurological disorders.Frontiers in neurology · 2026Review
- Immediate impacts of low-temperature exposure on cardiac autonomic modulation, neuromuscular efficiency, and postural stability in older adults Yangko dancers - a randomized controlled trial.Frontiers in physiology · 2026Article
- Dynamic sarcopenia transitions in older Chinese: physical activity and cognitive insights.BMC geriatrics · 2025Article
- Psychotropic medication and in-hospital falls in older adults: a cohort-based secondary analysis with exploratory stratification among users.Scientific reports · 2025Article
- Association between dietary inflammatory index and sarcopenia development in Polish population.Scientific reports · 2025Article
- Genetic association of proinflammatory cytokines in the pathogenesis of frailty syndrome: an application of ordinal logistic regression model.BMC geriatrics · 2025Article
- A methodological framework for integrating model-guided medicine and multidimensional information management systems: application in anti-aging healthcare.International journal of computer assisted radiology and surgery · 2025Article
- Digital intelligence for cardiometabolic health management in older adults: protocol for a community-based prospective cohort study.BMC geriatrics · 2025Article
- Bridging the prevention gap: funding distribution and methodological shifts in prevention-focused biomedical research under EU framework programmes.Journal of translational medicine · 2025Article
- Agreement and Reliability Between Tele-Assessment and In-Person Assessment of the One-Minute Sit-to-Stand Test in Patients with Chronic Respiratory Diseases.Journal of clinical medicine · 2025Article
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
No grant is acknowledged in the PubMed record.
Abstract
The development and implementation of the approaches of personalized medicine for disease prevention are still at infancy, although preventive activities in healthcare represent a key pillar to guarantee health system sustainability. There is an increasing interest in finding informative markers that indicate the disease risk before the manifestation of the disease (primary prevention) or for early disease detection (secondary prevention). Recently, the systematic collection and study of clinical phenotypes and biomarkers consented to the advance of Rehabilomics in tertiary prevention. It consents to identify relevant molecular and physiological factors that can be linked to plasticity, treatment response, and natural recovery. Implementation of these approaches would open avenues to identify people at high risk and enable new preventive lifestyle interventions or early treatments targeted to their individual genomic profile, personalizing prevention and rehabilitation. The integration of personalized medicine into prevention may benefit citizens, patients, healthcare professionals, healthcare authorities, and industry, and ultimately will seek to contribute to better health and quality of life for Europe's citizens.
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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.