Regional and temporal differences in the associations between cardiovascular disease and its classic risk factors: an analysis of 49 cohorts from 11 European countries

Author:

Reinikainen Jaakko1ORCID,Kuulasmaa Kari1ORCID,Oskarsson Viktor2,Amouyel Philippe3ORCID,Biasch Katia4,Brenner Hermann56,De Ponti Roberto7,Donfrancesco Chiara8ORCID,Drygas Wojciech910,Ferrieres Jean11ORCID,Grassi Guido12,Grimsgaard Sameline13ORCID,Iacoviello Licia1415ORCID,Jousilahti Pekka1,Kårhus Line L16,Kee Frank17,Linneberg Allan1618ORCID,Luksiene Dalia19ORCID,Mariño Joany20,Moitry Marie4,Palmieri Luigi8ORCID,Peters Annette212223,Piwonska Aleksandra9,Quarti-Trevano Fosca12ORCID,Salomaa Veikko1ORCID,Sans Susana24ORCID,Schmidt Carsten Oliver20,Schöttker Ben56ORCID,Söderberg Stefan2,Tamosiunas Abdonas19,Thorand Barbara2122ORCID,Tunstall-Pedoe Hugh25ORCID,Vanuzzo Diego26,Veronesi Giovanni7ORCID,Woodward Mark2728,Lekadir Karim29ORCID,Niiranen Teemu130ORCID

Affiliation:

1. Department of Public Health and Welfare, Finnish Institute for Health and Welfare (THL) , P.O. Box 30, FI-00271 Helsinki , Finland

2. Department of Public Health and Clinical Medicine, Umeå University , Umeå , Sweden

3. Inserm, Institut Pasteur de Lille , Lille , France

4. Department of Epidemiology and Public Health, University of Strasbourg , Strasbourg , France

5. Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ) , Heidelberg , Germany

6. Network Aging Research, Heidelberg University , Heidelberg , Germany

7. Research Center in Epidemiology and Preventive Medicine (EPIMED), Department of Medicine and Surgery, University of Insubria , Varese , Italy

8. Department of Cardiovascular, Endocrine-Metabolic Diseases and Aging, Istituto Superiore di Sanità , Rome , Italy

9. Department of Epidemiology, Cardiovascular Disease Prevention and Heart Promotion, National Institute of Cardiology , Warsaw , Poland

10. Faculty of Medicine, Lazarski University , Warsaw , Poland

11. Department of Cardiology, INSERM UMR 1027, Toulouse University School of Medicine, Rangueil Hospital , Toulouse Cedex 9 , France

12. Clinica Medica, University of Milano-Bicocca , Milan , Italy

13. Department of Community Medicine, UiT The Arctic University of Norway , Tromsø , Norway

14. Department of Epidemiology and Prevention, IRCCS Neuromed , Pozzilli , Italy

15. Research Center in Epidemiology and Preventive Medicine—EPIMED, Department of Medicine and Surgery, University of Insubria , Varese , Italy

16. Center for Clinical Research and Prevention, Copenhagen University Hospital—Bispebjerg and Frederiksberg , Copenhagen , Denmark

17. Centre for Public Health, The Queen’s University of Belfast , Belfast, Northern Ireland, UK

18. Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen , Copenhagen , Denmark

19. Institute of Cardiology, Lithuanian University of Health Sciences , Kaunas , Lithuania

20. Unit Quality in the Health Sciences (QIHS), Department SHIP-KEF, Institute for Community Medicine, University Medicine Greifswald , Greifswald , Germany

21. Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH) , Neuherberg , Germany

22. Institute for Medical Information Processing, Biometry and Epidemiology, Medical Faculty, Ludwig-Maximilians-Universität München , Munich , Germany

23. German Center for Cardiovascular Disease Research (DZHK), partner site Munich Heart Alliance , Munich , Germany

24. Catalan Department of Health , Barcelona , Spain

25. Cardiovascular Epidemiology Unit, Institute of Cardiovascular Research, University of Dundee , Dundee , UK

26. MONICA-FRIULI Study Group , Udine , Italy

27. The George Institute for Global Health, School of Public Health, Imperial College London , London , UK

28. The George Institute for Global Health, University of New South Wales , Sydney , Australia

29. Artifcial Intelligence in Medicine Lab (BCN AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona , Barcelona , Spain

30. Department of Internal Medicine, University of Turku and Turku University Hospital , Turku , Finland

Abstract

Abstract Aims The regional and temporal differences in the associations between cardiovascular disease (CVD) and its classic risk factors are unknown. The current study examined these associations in different European regions over a 30-year period. Methods and results The study sample comprised 553 818 individuals from 49 cohorts in 11 European countries (baseline: 1982–2012) who were followed up for a maximum of 10 years. Risk factors [sex, smoking, diabetes, non-HDL cholesterol, systolic blood pressure (BP), and body mass index (BMI)] and CVD events (coronary heart disease or stroke) were harmonized across cohorts. Risk factor–outcome associations were analysed using multivariable-adjusted Cox regression models, and differences in associations were assessed using meta-regression. The differences in the risk factor–CVD associations between central Europe, northern Europe, southern Europe, and the UK were generally small. Men had a slightly higher hazard ratio (HR) in southern Europe (P = 0.043 for overall difference), and those with diabetes had a slightly lower HR in central Europe (P = 0.022 for overall difference) compared with the other regions. Of the six CVD risk factors, minor HR decreases per decade were observed for non-HDL cholesterol [7% per mmol/L; 95% confidence interval (CI), 3–10%] and systolic BP (4% per 20 mmHg; 95% CI, 1–8%), while a minor HR increase per decade was observed for BMI (7% per 10 kg/m2; 95% CI, 1–13%). Conclusion The results demonstrate that all classic CVD risk factors are still relevant in Europe, irrespective of regional area. Preventive strategies should focus on risk factors with the greatest population attributable risk.

Funder

European Union’s Horizon 2020 research and innovation programme

MORGAM

GenomEUtwin

ENGAGE

CHANCES

BiomarCaRE

euCanSHare

AFFECTEU

Medical Research Council, London

MORGAM Data Centre

MORGAM Laboratories

Helmholtz Zentrum München German Research Center

German Federal Ministry of Education and Research

Federal Ministry of Education and Research

Ministry of Cultural Affairs

Social Ministry of the Federal State of Mecklenburg-West Pomerania

Greifswald Approach to Individualized Medicine

Finnish Foundation for Cardiovascular Research

Sigrid Jusélius Foundation and the Academy of Finland

Publisher

Oxford University Press (OUP)

Subject

Cardiology and Cardiovascular Medicine,Epidemiology

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