ArticlePLoS medicine2019
Lifetime risk and multimorbidity of non-communicable diseases and disease-free life expectancy in the general population: A population-based cohort study.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 1 of them a synthesis that pooled it.
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Who cites it
70 citing papers in PubMed, 1 synthesis or guideline pooled it, 128 citations in OpenAlex.
- Can Reactivity of Heart Rate Variability Be a Potential Biomarker and Monitoring Tool to Promote Healthy Aging? A Systematic Review With Meta-Analyses.Frontiers in physiology · 2021Pooled it
- Associations of Green Space and Air Pollution Mixture with Heterogeneous Biological Aging Patterns.Environmental health perspectives · 2026Article
- Economic evaluation of population-level dementia prevention strategies in China: informing policy and public health action.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Interaction of diet and physical activity on dementia risk: the Rotterdam study.The journal of prevention of Alzheimer's disease · 2026Article
- Absolute risk of acquired brain injury and rehabilitation needs in Denmark, 2014-2023: a population-based prospective cohort study.The Lancet regional health. Europe · 2026Article
- The prevalence of non-communicable diseases and related risk factors in young adults in the Caribbean islands: a scoping review.BMC public health · 2026Article
- Thyroid Function and All-cause Mortality in the Context of Multimorbidity: Results From 2 Population-based Studies.The Journal of clinical endocrinology and metabolism · 2026Article
- Enhancing social participation in older adults with noncommunicable diseases: insights from system dynamics modeling.BMC public health · 2025Article
- Chronic kidney disease and dementia: an epidemiological perspective.Nature reviews. Nephrology · 2025Review
- Healthy lifestyle and life expectancy with and without major chronic disease - a cohort study.Scientific reports · 2025Article
- Cohort study of prediction of venous thromboembolism in emergency department patients with extremity symptoms.Internal and emergency medicine · 2025Article
- Ageing, multimorbidity, and quality of life: a mediation analysis using longitudinal ageing study in India.Frontiers in public health · 2025Article
- Socioeconomic inequalities, substance use, and chronic multimorbidity in Kiambu and Nakuru counties in Kenya.PLOS global public health · 2025Article
- Physical health in young males and risk of chronic musculoskeletal, cardiovascular, and respiratory diseases by middle age: A population-based cohort study.PLoS medicine · 2025Article
- The current landscape of personalised preventive approaches for non-communicable diseases: A scoping review.PloS one · 2025Article
- Modeling the spectrum and determinants of multimorbidity risk among older adults in India.PloS one · 2025Article
- High free sugars, insulin resistance, and low socioeconomic indicators: the hubs in the complex network of non-communicable diseases in adolescents.Diabetology & metabolic syndrome · 2024Article
- Association between polypharmacy and 2-year outcomes among Chinese older inpatients: a multi-center cohort study.BMC geriatrics · 2024Article
- Whole-grain intake in mid-life and healthy ageing in the Danish Diet, Cancer and Health cohort.European journal of nutrition · 2024Article
- The FRESHAIR4Life study: Global implementation research on non-communicable disease prevention targeting adolescents' exposure to tobacco and air pollution in disadvantaged populations.NPJ primary care respiratory medicine · 2024Review
10 more citing papers are in PubMed but not listed here.
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Authors and funding
17 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNon-communicable diseases (NCDs) are leading causes of premature disability and death worldwide. However, the lifetime risk of developing any NCD is unknown, as are the effects of shared common risk factors on this risk. METHODS AND
findingsBetween July 6, 1989, and January 1, 2012, we followed participants from the prospective Rotterdam Study aged 45 years and older who were free from NCDs at baseline for incident stroke, heart disease, diabetes, chronic respiratory disease, cancer, and neurodegenerative disease. We quantified occurrence/co-occurrence and remaining lifetime risk of any NCD in a competing risk framework. We additionally studied the lifetime risk of any NCD, age at onset, and overall life expectancy for strata of 3 shared risk factors at baseline: smoking, hypertension, and overweight. During 75,354 person-years of follow-up from a total of 9,061 participants (mean age 63.9 years, 60.1% women), 814 participants were diagnosed with stroke, 1,571 with heart disease, 625 with diabetes, 1,004 with chronic respiratory disease, 1,538 with cancer, and 1,065 with neurodegenerative disease. NCDs tended to co-occur substantially, with 1,563 participants (33.7% of those who developed any NCD) diagnosed with multiple diseases during follow-up. The lifetime risk of any NCD from the age of 45 years onwards was 94.0% (95% CI 92.9%-95.1%) for men and 92.8% (95% CI 91.8%-93.8%) for women. These risks remained high (>90.0%) even for those without the 3 risk factors of smoking, hypertension, and overweight. Absence of smoking, hypertension, and overweight was associated with a 9.0-year delay (95% CI 6.3-11.6) in the age at onset of any NCD. Furthermore, the overall life expectancy for participants without these risk factors was 6.0 years (95% CI 5.2-6.8) longer than for those with all 3 risk factors. Participants aged 45 years and older without the 3 risk factors of smoking, hypertension, and overweight at baseline spent 21.6% of their remaining lifetime with 1 or more NCDs, compared to 31.8% of their remaining life for participants with all of these risk factors at baseline. This difference corresponds to a 2-year compression of morbidity of NCDs. Limitations of this study include potential residual confounding, unmeasured changes in risk factor profiles during follow-up, and potentially limited generalisability to different healthcare settings and populations not of European descent.
conclusionsOur study suggests that in this western European community, 9 out of 10 individuals aged 45 years and older develop an NCD during their remaining lifetime. Among those individuals who develop an NCD, at least a third are subsequently diagnosed with multiple NCDs. Absence of 3 common shared risk factors is associated with compression of morbidity of NCDs. These findings underscore the importance of avoidance of these common shared risk factors to reduce the premature morbidity and mortality attributable to NCDs.
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