Cited by 1,155Chronic Disease Management StrategiesDiabetes, Cardiovascular Risks, and LipoproteinsHealth Promotion and Cardiovascular Prevention

Association of cardiometabolic multimorbidity with mortality

Open access
Di Angelantonio, Emanuele, Kaptoge, Stephen, Wormser, David, Willeit, Peter, Butterworth, Adam S., Bansal, Narinder, O’Keeffe, Linda M., Gao, Pei +80 more·2015·JAMA

Abstract

IMPORTANCE The prevalence of cardiometabolic multimorbidity is increasing. OBJECTIVE To estimate reductions in life expectancy associated with cardiometabolic multimorbidity. DESIGN, SETTING, AND PARTICIPANTS Age-and sex-adjusted mortality rates and hazard ratios (HRs) were calculated using individual participant data from the Emerging Risk Factors Collaboration (689 300 participants; 91 cohorts; years of baseline surveys: 1960-2007; latest mortality follow-up: April 2013; 128 843 deaths). The HRs from the Emerging Risk Factors Collaboration were compared with those from the UK Biobank (499 808 participants; years of baseline surveys: 2006-2010; latest mortality follow-up: November 2013; 7995 deaths). Cumulative survival was estimated by applying calculated age-specific HRs for mortality to contemporary US age-specific death rates. EXPOSURES A history of 2 or more of the following: diabetes mellitus, stroke, myocardial infarction (MI). MAIN OUTCOMES AND MEASURES All-cause mortality and estimated reductions in life expectancy. RESULTS In participants in the Emerging Risk Factors Collaboration without a history of diabetes, stroke, or MI at baseline (reference group), the all-cause mortality rate adjusted to the age of 60 years was 6.8 per 1000 person-years. Mortality rates per 1000 person-years were 15.6 in participants with a history of diabetes, 16.1 in those with stroke, 16.8 in those with MI, 32.0 in those with both diabetes and MI, 32.5 in those with both diabetes and stroke, 32.8 in those with both stroke and MI, and 59.5 in those with diabetes, stroke, and MI. Compared with the reference group, the HRs for all-cause mortality were 1.9 (95% CI, 1.8-2.0) in participants with a history of diabetes, 2.1 (95% CI, 2.0-2.2) in those with stroke, 2.0 (95% CI, 1.9-2.2) in those with MI, 3.7 (95% CI, 3.3-4.1) in those with both diabetes and MI, 3.8 (95% CI, 3.5-4.2) in those with both diabetes and stroke, 3.5 (95% CI, 3.1-4.0) in those with both stroke and MI, and 6.9 (95% CI, 5.7-8.3) in those with diabetes, stroke, and MI. The HRs from the Emerging Risk Factors Collaboration were similar to those from the more recently recruited UK Biobank. The HRs were little changed after further adjustment for markers of established intermediate pathways (eg, levels of lipids and blood pressure) and lifestyle factors (eg, smoking, diet). At the age of 60 years, a history of any 2 of these conditions was associated with 12 years of reduced life expectancy and a history of all 3 of these conditions was associated with 15 years of reduced life expectancy. CONCLUSIONS AND RELEVANCE Mortality associated with a history of diabetes, stroke, or MI was similar for each condition. Because any combination of these conditions was associated with multiplicative mortality risk, life expectancy was substantially lower in people with multimorbidity.

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  • People with diabetes have a higher risk of adverse cardiovascular outcomes than people without diabetes.

    “People with diabetes are at heightened risk for developing adverse cardiovascular outcomes, compared with people without diabetes.”
  • Having diabetes and cardiovascular disease, especially at a younger age, has a major impact on prognosis.

    “Given that having diabetes and CVD, especially at a younger age, has a major impact on prognosis, it is of utmost importance to screen patients with CVD for diabetes and to assess CV risk in individuals with diabetes, and evaluate them for CV and kidney disease.42”
  • The benefit of intensive glycemic control in the type 1 diabetes cohort has been shown to persist for several decades and to be associated with a modest reduction in all-cause mortality.

    “The benefit of intensive glycemic control in this cohort with type 1 diabetes has been shown to persist for several decades (55) and to be associated with a modest reduction in all-cause mortality (56).”

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Authors
Di Angelantonio, E., Kaptoge, S., Wormser, D., Willeit, P., Butterworth, A. S., Bansal, N., O’Keeffe, L. M., Gao, P., Wood, A. M., Burgess, S., Freitag, D. F., Pennells, L., Peters, S. A., Hart, C. L., Håheim, L. L., Gillum, R. F., Nordestgaard, B. G., Psaty, B. M., Yeap, B. B., Knuiman, M. W., Nietert, P. J., Kauhanen, J., Salonen, J. T., Kuller, L. H., Simons, L. A., van der Schouw, Y. T., Barrett-Connor, E., Selmer, R., Crespo, C. J., Rodriguez, B., Verschuren, W. M. M., Salomaa, V., Svärdsudd, K., van der Harst, P., Björkelund, C., Wilhelmsen, L., Wallace, R. B., Brenner, H., Amouyel, P., Barr, E. L. M., Iso, H., Onat, A., Trevisan, M., D'Agostino, R. B., Cooper, C., Kavousi, M., Welin, L., Roussel, R., Hu, F. B., Sato, S., Davidson, K. W., Howard, B. V., Leening, M. J. G., Rosengren, A., Dörr, M., Deeg, D. J. H., Kiechl, S., Stehouwer, C. D. A., Nissinen, A., Giampaoli, S., Donfrancesco, C., Kromhout, D., Price, J. F., Peters, A., Meade, T. W., Casiglia, E., Lawlor, D. A., Gallacher, J., Nagel, D., Franco, O. H., Assmann, G., Dagenais, G. R., Jukema, J. W., Sundström, J., Woodward, M., Brunner, E. J., Khaw, K.-T., Wareham, N. J., Whitsel, E. A., Njølstad, I., Hedblad, B., Wassertheil-Smoller, S., Engström, G., Rosamond, W. D., Selvin, E., Sattar, N., Thompson, S. G., & Danesh, J.
Affiliations
  • University of Cambridge, Cambridge, England
  • University of Cambridge (GB)
  • University Medical Center Utrecht (NL)
  • University of Glasgow (GB)
  • University of Oslo (NO)
  • Howard University (US)
  • University of Copenhagen (DK)
  • University of Washington (US)
  • The University of Western Australia (AU)
  • Medical University of South Carolina (US)
  • University of Eastern Finland (FI)
  • Metabolic Analytical Services Inc, Helsinki, Finland
  • University of Pittsburgh (US)
  • UNSW Sydney (AU)
  • University Medical Center Utrecht, Utrecht, the Netherlands
  • University of California San Diego (US)
  • Norwegian Institute of Public Health (NO)
  • Portland State University (US)
  • University of Hawaii, Honolulu
  • National Institute for Public Health and the Environment (NL)
  • Finnish Institute for Health and Welfare (FI)
  • Uppsala University (SE)
  • University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
  • University of Gothenburg (SE)
  • University of Iowa (US)
  • German Cancer Research Center (DE)
  • Institut Pasteur de Lille (FR)
  • Baker Heart and Diabetes Institute (AU)
  • The University of Osaka (JP)
  • Istanbul University (TR)
  • City College of New York (US)
  • Boston University, Boston, Massachusetts
  • University of Oxford (GB)
  • Erasmus MC (NL)
  • Sjukhuset i Lidköping (SE)
  • Inserm (FR)
  • Harvard University (US)
  • Chiba Prefectural Institute of Public Health (JP)
  • Columbia University Irving Medical Center (US)
  • MedStar Health Research Institute (US)
  • Universitätsmedizin Greifswald (DE)
  • Amsterdam UMC Location Vrije Universiteit Amsterdam (NL)
  • Innsbruck Medical University (AT)
  • Maastricht University Medical Centre (NL)
  • Istituto Superiore di Sanità (IT)
  • Wageningen University & Research (NL)
  • University of Edinburgh (GB)
  • Helmholtz Munich (DE)
  • London School of Hygiene & Tropical Medicine (GB)
  • University of Padua (IT)
  • University of Bristol (GB)
  • Cardiff University (GB)
  • LMU Klinikum (DE)
  • Assmann-Stiftung für Prävention, Munster, Germany
  • Institut universitaire de cardiologie et de pneumologie de Québec (CA)
  • Leiden University Medical Center (NL)
  • The University of Sydney (AU)
  • University College London (GB)
  • MRC Epidemiology Unit (GB)
  • University of North Carolina at Chapel Hill (US)
  • UiT The Arctic University of Norway (NO)
  • Lund University (SE)
  • Albert Einstein College of Medicine, New York, New York
  • Johns Hopkins University (US)
Corresponding author
Danesh, John
Venue
JAMA
Published
2015-07-07
Volume
314
Issue
1
Pages
52
ISSN
  • 0002-9955 (ISSN-L)
  • 0098-7484
OpenAlex
W1932640386
Cited by
1,155
References
39
Citations by year
2026: 177 · 2025: 170 · 2024: 134 · 2023: 102 · 2022: 147 · 2021: 105 · 2020: 79 · 2019: 55 · 2018: 71 · 2017: 47 · 2016: 57 · 2015: 10
FWCI
48.15
Type
journal article
Language
en
Open access
Licence
other-oa
Locations
  • JAMA (publishedVersion, other-oa)
  • PubMed (publishedVersion)
  • Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
  • Explore Bristol Research (publishedVersion)
  • VU Research Portal (publishedVersion)
  • Pure Amsterdam UMC (acceptedVersion, other-oa)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
  • Lund University Publications (Lund University) (submittedVersion, other-oa)
  • Apollo (University of Cambridge) (submittedVersion, other-oa)
  • UWA Profiles and Research Repository (UWA) (submittedVersion)
  • Data Archiving and Networked Services (DANS) (submittedVersion)
  • Leiden Repository (Leiden University) (submittedVersion)
  • Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
  • Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
  • Socio-Environmental Systems Modeling (submittedVersion)
  • Research at the University of Copenhagen (University of Copenhagen) (submittedVersion)
  • PuSH - Publication Server of Helmholtz Zentrum München (submittedVersion)
  • Bristol Research (University of Bristol) (submittedVersion)
  • Rivm (National Institute for Public Health and the Environment) (submittedVersion)
  • Padua Research Archive (University of Padova) (submittedVersion)
  • Apollo
  • Columbia Academic Commons (Columbia University)
Funders
  • Wellcome Trust
  • National Institute for Health and Care Research (NF-SI-0512-10165, NF-SI-0508-10082, NF-SI-0512-10114, NF-SI-0513-10085, NF-SI-0512-10135)
  • British Heart Foundation (G0800270, SP/09/002, RG/08/014/24067)
  • European Commission (279233)
  • National Institutes of Health (UL1TR000062, UL1TR001450)
  • Medical Research Council (MC_UU_12015/1, MR/M014509/1, SP/09/002, MC_PC_12028, G0800270, MC_UU_12011/1, MR/L003120/1)
  • NIHR Cambridge Biomedical Research Centre
  • National Institute of Environmental Health Sciences (P30ES005605)
  • National Center for Advancing Translational Sciences
Topics
  • Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
Keywords
cardiometabolic multimorbidity, all-cause mortality, life expectancy, diabetes mellitus, stroke, myocardial infarction, comorbidity burden, cumulative survival, UK Biobank, hazard ratio, age-specific mortality, cardiovascular disease, mortality risk stratification, individual patient data meta-analysis
MeSH terms
Adult, Aged, Diabetes Mellitus, Female, Humans, Life Expectancy, Male, Middle Aged, Mortality, Myocardial Infarction, Risk Factors, Comorbidity, Stroke

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