ArticleJMIR public health and surveillance2023
The Impact of Physical Activity Intensity on the Dynamic Progression of Cardiometabolic Multimorbidity: Prospective Cohort Study Using UK Biobank Data.
Article in JMIR public health and surveillance, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 16 citations in OpenAlex.
- Estimated Cardiorespiratory Fitness and Incident Cardiometabolic Multimorbidity in Older Adults: A Prospective Cohort Study.Mayo Clinic proceedings. Innovations, quality & outcomes · 2026Article
- Activity profiles and their associations with transitions between fall and dementia: findings from a multistate time-to-event analysis.Alzheimer's research & therapy · 2026Article
- Associations of Accelerometer-Derived "Weekend Warrior" Physical Activity Pattern With Incident First Cardiometabolic Disease and Cardiometabolic Multimorbidity in Individuals With Hypertension.Journal of the American Heart Association · 2026Article
- Associations of the Muscle Strength Index with Overweight/Obesity, Elevated Blood Pressure, and Their Comorbidity in Chinese Children and Adolescents During Two Decades.Journal of clinical medicine · 2026Article
- The impact of accelerometer-derived 'weekend warrior' physical activity on musculoskeletal disorders and multimorbidity development.Journal of exercise science and fitness · 2026Article
- Association between air pollution exposure, physical activity, and risk for cardiometabolic multimorbidity incidence: a cohort study from China.International journal of biometeorology · 2026Article
- Association of accelerometer-measured physical activity and the risk of incident cardiovascular diseases within the AHA cardiovascular-kidney-metabolic syndrome 0-4 framework: a prospective cohort of the UK Biobank.Frontiers in endocrinology · 2026Article
- Cross-sectional analysis of the association between physical activity and metabolic syndrome in the elderly.Frontiers in endocrinology · 2026Article
- The impact of sensory impairment on cardiometabolic multimorbidity in middle-aged and older adults: the mediating role of depressive symptoms.European journal of medical research · 2025Article
- Physical activity and cardiovascular-metabolic disease risk across cardiovascular-kidney-metabolic syndrome stages: a population-based cohort study.BMC cardiovascular disorders · 2025Article
- Estimated Cardiorespiratory Fitness and Grip Strength: Independent and Combined Associations With Multimorbidity Risk and Patterns in a Large-Scale Prospective Cohort Study.Journal of the American Heart Association · 2025Article
- Association between relative muscle strength and cardiometabolic multimorbidity in middle-aged and older Chinese adults.Acta diabetologica · 2025Article
- Linking cardiometabolic multimorbidity to depressive symptoms in the oldest-old: results from a cross-sectional study in Germany.BMC public health · 2025Article
- Article
- Association between metabolic-associated fatty liver disease and risk of cardiometabolic multimorbidity: a disease trajectory analysis in UK Biobank.Frontiers in endocrinology · 2025Article
- Chronic low-grade inflammation associated with higher risk and earlier onset of cardiometabolic multimorbidity in middle-aged and older adults: a population-based cohort study.Scientific reports · 2024Article
- Association between Dietary Patterns and Cardiometabolic Multimorbidity among Chinese Rural Older Adults.Nutrients · 2024Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough many studies have reported on the associations between the amount of physical activity (PA) and the transitions of cardiometabolic multimorbidity (CMM), the evidence for PA intensity has not been fully evaluated.
objectiveThis study aimed to explore the impact of PA intensity on the dynamic progression of CMM.
methodsThe prospective cohort of this study using data from the UK Biobank included 359,773 participants aged 37-73 years who were recruited from 22 centers between 2006 and 2010. The diagnoses of CMM, which included the copresence of type 2 diabetes (T2D), ischemic heart disease, and stroke, were obtained from first occurrence fields provided by the UK Biobank, which included data from primary care, hospital inpatient record, self-reported medical condition, and death registers. The PA intensity was assessed by the proportion of vigorous PA (VPA) to moderate to vigorous PA (MVPA). Multistate models were used to evaluate the effect of PA intensity on the dynamic progression of CMM. The first model (model A) included 5 transitions, namely free of cardiometabolic disease (CMD) to first occurrence of CMD (FCMD), free of CMD to death, FCMD to CMM, FCMD to mortality, and CMM to mortality. The other model (model B) used specific CMD, namely T2D, ischemic heart disease, and stroke, instead of FCMD and included 11 transitions in this study.
resultsThe mean age of the included participants (N=359,773) was 55.82 (SD 8.12) years at baseline, and 54.55% (196,271/359,773) of the participants were female. Compared with the participants with no VPA, participants with intensity levels of >0.75 to <1 for VPA to MVPA had a 13% and 27% lower risk of transition from free of CMD to FCMD (hazard ratio [HR] 0.87, 95% CI 0.83-0.91) and mortality (HR 0.73, 95% CI 0.66-0.79) in model A, respectively. The HR for the participants with no moderate PA was 0.82 (95% CI 0.73-0.92) compared with no VPA. There was a substantially protective effect of higher PA intensity on the transitions from free of CMD to T2D and from T2D to mortality, which reveals the importance of PA intensity for the transitions of T2D. More PA and greater intensity had a synergistic effect on decreasing the risk of the transitions from free of CMD to FCMD and mortality. Male participants, younger adults, adults with a higher BMI, current or previous smokers, and excessive alcohol drinkers could obtain more benefits from higher PA intensity for the lower risk of at least 1 transition from free of CMD, then to CMM, and finally to mortality.
conclusionsThis study suggests that higher PA intensity is an effective measure for preventing CMM and mortality in the early period of CMM development. Relevant interventions related to higher PA intensity should be conducted.
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