ArticleAging2024
Addressing frailty in older adults: an integrated challenge for health, science, and society.
Article in Aging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A meta-analysis of randomized controlled trials: evaluating the efficacy of isokinetic muscle strengthening training in improving knee osteoarthritis outcomes.Journal of orthopaedic surgery and research · 2025Pooled it
- Caregiving experiences of older spouses with frailty: an exploratory qualitative study.International journal of qualitative studies on health and well-being · 2026Article
- Cultural practices and knee osteoarthritis in Central Asia: a case-control study on risk and protective factors.Future science OA · 2026Article
- Ten-Year Cost-Effectiveness of the Risk Assessment and Management Programme-Diabetes Mellitus (RAMP-DM) Relative to Usual Care in Hong Kong Public Primary Care: A Population-Based Cohort Study.Diabetes, obesity & metabolism · 2026Article
- Muscle age acceleration shapes resting-state brain connectivity: an EEG study on older adults.GeroScience · 2026Article
- Individualized Treatment Approaches for Obstructive Sleep Apnea in Older Adults: Beyond Continuous Positive Airway Pressure.Advances in geriatric medicine and research · 2026Article
- Mid-upper arm circumference and diabetes/prediabetes in children and adolescents: A cross-sectional study using NHANES data.Medicine · 2026Article
- Article
- Chronic Intermittent Hypoxia Promotes Macrophage Inflammation Through Reduction of Adipocyte‑Derived Adiponectin.Journal of inflammation research · 2026Article
- Multimodal frailty detection in primary care using a portable sensor-based platform: exploratory results.Frontiers in aging · 2026Article
- Impact of at-home circuit training on cardiovascular risk, functional capacity and quality of life in older adults with knee osteoarthritis and diabesity: a randomized controlled trial.AIMS public health · 2026Article
- Development and validation of a machine learning-based sarcopenia prediction model using the triglyceride glucose-frailty index.The Journal of international medical research · 2026Article
- Effects ofFrontiers in medicine · 2026Article
- Article
- Two different unilateral percutaneous vertebroplasty approaches for acute osteoporotic vertebral compression fractures: clinical and radiological outcomes.BMC musculoskeletal disorders · 2025Article
- Article
- Observational
- Combined multi-omics approach to identify the key metabolites, key microorganisms and biomarkers correlated with the neutrophil extracellular traps-associated gene TIMP1 in osteoarthritis.Frontiers in pharmacology · 2025Article
- Advanced hybrid deep learning model for enhanced evaluation of osteosarcoma histopathology images.Frontiers in medicine · 2025Article
- Recent advances in the application of nanotechnology in joint arthroplasty: a narrative review.Annals of joint · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe global shift towards an aging population presents significant challenges, particularly concerning frailty among older adults. Frailty, characterized by diminished strength and resilience, increases vulnerability to diseases and hospitalization. Health Issues: Traditional diagnostic tools for frailty are costly and involve radiation risks, necessitating non-invasive, cost-effective methods like ultrasound. Frail older adults require intensive medical care, increasing healthcare costs and burdening systems. Scientific Challenges: Research must adopt a multidimensional approach, considering physical, psychological, and social factors of frailty. There is a pressing need to develop accessible diagnostic tools and translate research findings into clinical practice. Integrating ultrasound with machine learning enhances diagnostic accuracy and predictive capabilities, facilitating personalized care. SOCIAL IMPLICATIONS: Frailty reduces the quality of life for older adults, places emotional and financial burdens on families, and exacerbates health inequalities. It also leads to social isolation, diminishing the participation of older adults in community activities. FUTURE DIRECTIONS: An integrated response involving public health policies, technological innovations, and education is necessary. Developing community health programs, implementing continuous health monitoring tools, and conducting awareness campaigns can significantly improve frailty management.
conclusionsTackling frailty is not only a health imperative but also a social and ethical responsibility. By addressing the intertwined health, scientific, and social challenges of frailty, we can ensure healthy and equitable aging for all, reflecting our commitment to improving the quality of life for older adults.
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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.