ReviewIntractable & rare diseases research2025
Frailty in older adults: A systematic review of risk factors and early intervention pathways.
Review in Intractable & rare diseases research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed.
- Age at first sexual intercourse and frailty: Mendelian randomization and population-based evidence from NHANES and UK Biobank.Sexual medicine · 2026Article
- The Living Lab Concept in the Detection, Prevention and Monitoring of Geriatric Syndromes in Elderly Patients with Cardiovascular Disease-A Narrative Review.Journal of clinical medicine · 2026Review
- Differential associations of febuxostat and allopurinol with incident and worsening frailty risk in nephrology patients.International journal of medical sciences · 2026Article
- Article
- Responding to a super-aged society: A community-based model for early frailty detection using AI and smart meter data -Insights from Japan.Global health & medicine · 2025Article
- Risk factors for and a prediction nomogram of physical frailty in older patients hospitalized with acute calculous cholecystitis.Global health & medicine · 2025Article
- Oral health associates with frailty in Chinese older adults: a chain mediating model of sleep quality and depressive symptoms.Frontiers in public health · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Frailty is an independent risk factor linked to a higher likelihood of various diseases. With limited healthcare resources worldwide - especially in developing countries - the factors that contribute to frailty need to be understood across different populations and a universal model needs to be developed. This could help reduce the burden on healthcare systems and lessen the negative health effects of frailty. This review aims to summarize current evidence on the key factors influencing frailty and its impact on disease outcomes in different countries. The goal is to facilitate the development of strategies that can help prevent or even reverse frailty. Studies were included if they examined physical frailty using validated assessment tools in older adults and explored how various factors affect its development and progression. A comprehensive search of the PubMed database was conducted from March 1 to March 31, 2024 using the keywords "vulnerability" and "influencing factors." Studies published between January 1, 2001, and March 31, 2025 were considered. A total of 1,614 articles were initially identified, with 50 studies ultimately meeting the predefined inclusion and exclusion criteria. The findings indicate that frailty is influenced by a wide range of interrelated risk and protective factors, which in turn have various effects on different disease outcomes. These interconnected factors highlight both the complexity and the potential for targeted intervention. The review provides a comprehensive understanding of the factors associated with frailty in older adults across diverse settings and underscores the urgent need to develop a robust, evidence-based frailty model to facilitate the early identification, prevention, and possibly reversal of frailty.
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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.