ArticleFrontiers in cardiovascular medicine2022
Association of Healthy Lifestyle and Life Expectancy in Patients With Cardiometabolic Multimorbidity: A Prospective Cohort Study of UK Biobank.
Article in Frontiers in cardiovascular medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 15 citations in OpenAlex.
- Association of accelerated phenotypic aging, lifestyle and genetic risk with progression of cardiometabolic multimorbidity: a multi-state model analysis.GeroScience · 2026Article
- Joint association of depression and physical activity with incident cardiometabolic multimorbidity (CMM) among middle-aged and older adults in China.Scientific reports · 2026Article
- Residual inflammatory risk as a predictor of cardiometabolic multi-morbidity: results from three prospective cohorts.Journal of health, population, and nutrition · 2026Article
- Risk prediction of multiple cardiometabolic diseases in middle-aged and older adults using lipid metabolism biomarkers and derived composite measures based on machine learning: a prospective cohort study of CHARLS.Lipids in health and disease · 2025Article
- Study on the association between dietary patterns and cardiovascular metabolic comorbidities among adults.Journal of health, population, and nutrition · 2025Article
- Comparing the "Life's Essential 8" Scores of Older Adults Living With Cardiovascular Diseases: NHANES, 2013 to 2018.Journal of the American Heart Association · 2025Article
- Multimorbidity patterns and premature mortality in a prospective cohort: effect modifications by socioeconomic status and healthy lifestyles.BMC public health · 2025Article
- Stakeholder perspectives on the barriers and facilitators to integrating cardiovascular disease and diabetes management at primary care in Kenya.PLOS global public health · 2025Article
- Association between multiple chronic conditions and insufficient health literacy: cross-sectional evidence from a population-based sample of older adults living in Switzerland.BMC public health · 2023Article
- Physicians' Perceived Barriers and Willingness to Initiate Advance Care Planning with Young Adults Living with Cardiometabolic Diseases.Indian journal of palliative careArticle
- Application of Decision-Analytic Models to Evaluate Integrated Care Interventions for Cardiometabolic Multimorbidity: A Systematic Review.International journal of integrated careArticle
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
Background: The prevalence of cardiometabolic multimorbidity (CMM), which significantly increases the risk of mortality, is increasing globally. However, the role of healthy lifestyle in the secondary prevention of CMM is unclear. Methods: In total, 290,795 participants with CMM, which was defined as coexistence of at least two of hypertension (HTN), diabetes mellitus (DM), coronary heart disease (CHD), and stroke (ST), and those without these four diseases at baseline were derived from UK Biobank. The associations between specific CMM patterns and mortality, and that between healthy lifestyle (including physical activity, smoking, alcohol consumption, and vegetable and fruit consumption) and mortality in patients with specific CMM patterns were calculated using the flexible parametric Royston-Parmar proportion-hazard model. Hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) were calculated. Results: During a median 12.3-year follow up period, 15,537 (5.3%) deaths occurred. Compared with participants without cardiometabolic diseases, the HRs for all-cause mortality were 1.54 [95% confidence interval (CI): 1.30, 1.82] in participants with HTN + DM, 1.84 (95% CI: 1.59, 2.12) in those with HTN + CHD, 1.89 (95% CI: 1.46, 2.45) in those with HTN + ST, and 2.89 (95% CI: 2.28, 3.67) in those with HTN + DM + CHD. At the age of 45 years, non-current smoking was associated with an increase in life expectancy by 3.72, 6.95, 6.75, and 4.86 years for participants with HTN + DM, HTN + CHD, HTN + ST, and HTN + DM + CHD, respectively. A corresponding increase by 2.03, 1.95, 2.99, and 1.88 years, respectively, was observed in participants with regular physical activity. Non-/moderate alcohol consumption and adequate fruit/vegetable consumption were not significantly associated with life expectancy in patients with specific CMM patterns. Conclusion: Cardiometabolic multimorbidity was associated with an increased risk of mortality. Regular physical activity and non-current smoking can increase life expectancy in patients with specific CMM patterns.
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