ArticleScientific reports2026
J-shaped relationship between physical activity and frailty risk in adults with sleep disorders: the additional protective role of the weekend warrior pattern.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
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.
Funding
Abstract
Frailty is a multifactorial syndrome associated with increased vulnerability to adverse health outcomes. Physical activity (PA) is widely recognized as a modifiable factor potentially related to reduced frailty risk; however, its association among individuals with sleep disorders remains unclear. Using data from 2706 participants with sleep disorders in the National Health and Nutrition Examination Survey (2007-2018), we examined the association between PA and frailty. PA was assessed using the Global Physical Activity Questionnaire and expressed as metabolic equivalent minutes per week. Multivariable logistic regression, nonlinear modeling, and subgroup analyses were performed. A nonlinear J-shaped association between PA and frailty was identified, with an inflection point at approximately 1,037 MET-min/week. Below this level, higher PA was associated with lower odds of frailty (OR = 0.50, 95% CI: 0.33-0.76), while no significant association was observed at higher levels. Participants in the highest PA quartile had lower odds of frailty compared with those in the lowest quartile (OR = 0.65, 95% CI: 0.46-0.91). The "weekend warrior" pattern was inversely associated with frailty compared with inactivity (OR = 0.49, 95% CI: 0.25-0.96). These findings suggest that moderate levels of PA may be associated with lower frailty risk among individuals with sleep disorders. The "weekend warrior" pattern was associated with lower odds of frailty, suggesting that achieving recommended levels of physical activity through concentrated weekly accumulation may be relevant in this population.
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.