ArticleAging2021
Deep longitudinal phenotyping of wearable sensor data reveals independent markers of longevity, stress, and resilience.
Article in Aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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
25 citing papers in PubMed, 27 citations in OpenAlex.
- Thermophysiological BioEnergy Index as a Biomarker of Biological Ageing: A Large-Scale Microwave Radiometry Study.Diagnostics (Basel, Switzerland) · 2026Article
- A Multimodal Framework for Organ- and Cell-Resolved Biological Aging and Longevity Intervention Discovery.medRxiv : the preprint server for health sciences · 2026Article
- From the lab to lifestyle: epigenetic clocks in personalized aging and health.Biogerontology · 2026Review
- Article
- Artificial intelligence approaches in biological age prediction: current status and challenges.British journal of biomedical science · 2026Review
- Translating Geroscience Into Clinical Longevity Dermatology: From Mechanisms of Aging to Skin-Centered Interventions.Journal of cosmetic dermatology · 2026Article
- Recommendations for biomarker data collection in clinical trials by longevity biotechnology companies.npj aging · 2025Article
- Musculoskeletal biomarkers in health and disease: implications for the aging spine-a review for spinal surgeons by the SRS adult spinal deformity task force on senescence.Spine deformity · 2025Review
- A wearable-based aging clock associates with disease and behavior.Nature communications · 2025Observational
- Resilience and brain health in global populations.Nature medicine · 2025Review
- Article
- Biomarker integration and biosensor technologies enabling AI-driven insights into biological aging.Frontiers in aging · 2025Review
- Wearable Technologies for Detecting Burnout and Well-Being in Health Care Professionals: Scoping Review.Journal of medical Internet research · 2024Article
- Effect of Modifiable Lifestyle Factors on Biological Aging.JAR life · 2024Review
- Biological age estimation using circulating blood biomarkers.Communications biology · 2023Article
- Review
- Wearable-based accelerometer activity profile as digital biomarker of inflammation, biological age, and mortality using hierarchical clustering analysis in NHANES 2011-2014.Scientific reports · 2023Article
- Progress in biological age research.Frontiers in public health · 2023Review
- Use of Personal Resources May Influence the Rate of Biological Aging Depending on Individual Typology.European journal of investigation in health, psychology and education · 2022Article
- Unsupervised learning of aging principles from longitudinal data.Nature communications · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Biological age acceleration (BAA) models based on blood tests or DNA methylation emerge as a
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.