Reviewnpj aging2023
Biomarkers selection and mathematical modeling in biological age estimation.
Review in npj aging, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.
What it found
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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
50 citing papers in PubMed.
- How education gets under the skin: Pathways linking educational advantage to slower biological aging.Social science & medicine (1982) · 2026Article
- Longitudinal associations of one-carbon metabolism biomarkers with biological and epigenetic aging in older adults in India.GeroScience · 2026Article
- Prediction of maternal and infant outcomes from longitudinal electronic health records with a mother-child AI agent.Nature medicine · 2026Article
- Enteric viral infections promote systemic accelerated aging inScience advances · 2026Article
- Article
- The Evolving Landscape of Clinical Aging Clocks: From Epigenetic to Multi-Omics Integration.Aging cell · 2026Review
- Accelerated biological aging and underlying epigenetic modification mediated the association between obesity and asthma.Clinical epigenetics · 2026Article
- Estimating Vascular Age to Evaluate the Association Between Aging and Cardiovascular Disease.Aging cell · 2026Article
- Biological age acceleration, longitudinal change and mortality risk in the Dutch Lifelines cohort.GeroScience · 2026Article
- A global metagenomic atlas of aging identifies a microbiota phase transition associated with disease risk.NPJ biofilms and microbiomes · 2026Article
- Definition of Sporadic Early-Onset Invasive Solid Organ Cancers in Adults.Oncology and therapy · 2026Article
- Acute biological age as a determinant of adverse outcomes requiring hospitalization in Danish emergency department patients.Communications medicine · 2026Article
- Artificial intelligence approaches in biological age prediction: current status and challenges.British journal of biomedical science · 2026Review
- Predictive Value of Biological Age for All-Cause Mortality in Patients with COPD.International journal of chronic obstructive pulmonary disease · 2026Article
- Targeting biological age with bioactive, microbiota-accessible nutritional complexes: a pilot study on healthspan extension in medically healthy adults.Scientific reports · 2025Article
- A full life cycle biological clock based on routine clinical data and its impact in health and diseases.Nature medicine · 2025Article
- Plasma-based brain age as a potential biomarker for cognitive health and risk of brain-related disorders.Communications medicine · 2025Article
- A Residual Approach to Estimate Biological Age from Gompertz Modeling.medRxiv : the preprint server for health sciences · 2025Article
- Dietary and Pharmacological Modulation of Aging-Related Metabolic Pathways: Molecular Insights, Clinical Evidence, and a Translational Model.International journal of molecular sciences · 2025Review
- Epigenetic networks coordinate DNA methylation across the genome.Molecular therapy : the journal of the American Society of Gene Therapy · 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Biological age (BA) is important for clinical monitoring and preventing aging-related disorders and disabilities. Clinical and/or cellular biomarkers are measured and integrated in years using mathematical models to display an individual's BA. To date, there is not yet a single or set of biomarker(s) and technique(s) that is validated as providing the BA that reflects the best real aging status of individuals. Herein, a comprehensive overview of aging biomarkers is provided and the potential of genetic variations as proxy indicators of the aging state is highlighted. A comprehensive overview of BA estimation methods is also provided as well as a discussion of their performances, advantages, limitations, and potential approaches to overcome these limitations.
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.