Skip to main content
Top
Published in: European Journal of Epidemiology 8/2011

01-08-2011 | MORTALITY

Determinants of 40-year all-cause mortality in the European cohorts of the Seven Countries Study

Authors: Paolo Emilio Puddu, Alessandro Menotti, Hanna Tolonen, Srecko Nedeljkovic, Anthony George Kafatos

Published in: European Journal of Epidemiology | Issue 8/2011

Login to get access

Abstract

If a few risk factors had predictive power for all-cause mortality in different geographical-cultural areas, then preventive efforts might be concentrated on these. Thirteen potential risk factors were measured in 6,554 men aged 40–59 around 1960 in Northern, Southern and Eastern European areas of the Seven Countries Study. In 40 years 85.3% of men died in the pooled areas (87.9, 81.8 and 87.9% in Northern, Southern and Eastern Europe, respectively). Six risk factors were significant predictors of events in all three areas: directly for age, smoking habits, mean blood pressure, heart rate and ECG abnormalities; inversely for forced expiratory volume. In a pooled model also father and mother life status, socio-economic status, and arm circumference (the last one in an inverse way) had significant coefficients that were not heterogeneous across areas (except for socio-economic status). Serum cholesterol was around significance. ROC curves had values of 0.833, 0.806 and 0.819 respectively in Northern, Southern and Eastern Europe, and 0.827 in the pooled areas. Correlation coefficients between observed and expected cases in deciles of estimated risk were between 0.98 and 0.99. Survivors after 40 years in the lower half of the estimated risk were 10.7, 23.6 and 13.3% in Northern, Southern and Eastern Europe, respectively. Under- or over-estimate of cross-applying risk functions did not exceed 15%. All-cause mortality and survival in middle aged men during 40 years were strongly associated with a few, mainly cardiovascular, risk factors, whose predictive power was similar in different cultures across Europe.
Appendix
Available only for authorised users
Literature
1.
go back to reference Anderson KM, Castelli WP, Levy D. Cholesterol and mortality. 30 years of follow-up from the Framingham study. JAMA. 1987;257:2176–80.PubMedCrossRef Anderson KM, Castelli WP, Levy D. Cholesterol and mortality. 30 years of follow-up from the Framingham study. JAMA. 1987;257:2176–80.PubMedCrossRef
2.
go back to reference Inskip H, Beral V, McDowall M. Mortality of Shipham residents: 40-year follow-up. Lancet. 1982;1:896–9.PubMedCrossRef Inskip H, Beral V, McDowall M. Mortality of Shipham residents: 40-year follow-up. Lancet. 1982;1:896–9.PubMedCrossRef
3.
go back to reference Rossow I, Amundsen A. Alcohol abuse and mortality: a 40-year prospective study of Norwegian conscripts. Soc Sci Med. 1997;44:261–7.PubMedCrossRef Rossow I, Amundsen A. Alcohol abuse and mortality: a 40-year prospective study of Norwegian conscripts. Soc Sci Med. 1997;44:261–7.PubMedCrossRef
4.
go back to reference Goto A, Yasumura S, Nishise Y, Sakihara S. Association of health behavior and social role with total mortality among Japanese elders in Okinawa, Japan. Aging Clin Exp Res. 2003;15:443–50.PubMed Goto A, Yasumura S, Nishise Y, Sakihara S. Association of health behavior and social role with total mortality among Japanese elders in Okinawa, Japan. Aging Clin Exp Res. 2003;15:443–50.PubMed
5.
go back to reference Peeters A, Barendregt JJ, Willekens F, Mackenbach JP, Al Mamun A, Bonneux L. NEDCOM, the Netherlands epidemiology and demography compression of morbidity research group. Obesity in adulthood and its consequences for life expectancy: a life-table analysis. Ann Intern Med. 2003;138:24–32.PubMed Peeters A, Barendregt JJ, Willekens F, Mackenbach JP, Al Mamun A, Bonneux L. NEDCOM, the Netherlands epidemiology and demography compression of morbidity research group. Obesity in adulthood and its consequences for life expectancy: a life-table analysis. Ann Intern Med. 2003;138:24–32.PubMed
6.
go back to reference Degrave E, Autier P, Grivegnée AR, Zizi M. All-cause mortality among Belgian military radar operators: a 40-year controlled longitudinal study. Eur J Epidemiol. 2005;20:677–81.PubMedCrossRef Degrave E, Autier P, Grivegnée AR, Zizi M. All-cause mortality among Belgian military radar operators: a 40-year controlled longitudinal study. Eur J Epidemiol. 2005;20:677–81.PubMedCrossRef
7.
go back to reference Frostad A, Søyseth V, Andersen A, Gulsvik A. Respiratory symptoms as predictors of all-cause mortality in an urban community: a 30-year follow-up. J Intern Med. 2006;259:520–9.PubMedCrossRef Frostad A, Søyseth V, Andersen A, Gulsvik A. Respiratory symptoms as predictors of all-cause mortality in an urban community: a 30-year follow-up. J Intern Med. 2006;259:520–9.PubMedCrossRef
8.
go back to reference Imanishi R, Seto S, Ichimaru S, Nakashima E, Yano K, Akahoshi M. Prognostic significance of incident complete left bundle branch block observed over a 40-year period. Am J Cardiol. 2006;98:644–8.PubMedCrossRef Imanishi R, Seto S, Ichimaru S, Nakashima E, Yano K, Akahoshi M. Prognostic significance of incident complete left bundle branch block observed over a 40-year period. Am J Cardiol. 2006;98:644–8.PubMedCrossRef
9.
go back to reference Meisinger C, Wölke G, Brasche S, Strube G, Heinrich J. Postload plasma glucose and 30-year mortality among nondiabetic middle-aged men from the general population: the ERFORT study. Ann Epidemiol. 2006;16:534–9.PubMedCrossRef Meisinger C, Wölke G, Brasche S, Strube G, Heinrich J. Postload plasma glucose and 30-year mortality among nondiabetic middle-aged men from the general population: the ERFORT study. Ann Epidemiol. 2006;16:534–9.PubMedCrossRef
10.
go back to reference Brummett BH, Helms MJ, Dahlstrom WG, Siegler IC. Prediction of all-cause mortality by the Minnesota Multiphasic Personality Inventory Optimism-Pessimism scale scores: study of a college sample during a 40-year follow-up period. Mayo Clin Proc. 2006;81:1541–4.PubMedCrossRef Brummett BH, Helms MJ, Dahlstrom WG, Siegler IC. Prediction of all-cause mortality by the Minnesota Multiphasic Personality Inventory Optimism-Pessimism scale scores: study of a college sample during a 40-year follow-up period. Mayo Clin Proc. 2006;81:1541–4.PubMedCrossRef
11.
go back to reference Ruggiero C, Metter EJ, Melenovsky V, Cherubini A, Najjar SS, Ble A, et al. High basal metabolic rate is a risk factor for mortality: the Baltimore longitudinal study of aging. J Gerontol A Biol Sci Med Sci. 2008;63:698–706.PubMed Ruggiero C, Metter EJ, Melenovsky V, Cherubini A, Najjar SS, Ble A, et al. High basal metabolic rate is a risk factor for mortality: the Baltimore longitudinal study of aging. J Gerontol A Biol Sci Med Sci. 2008;63:698–706.PubMed
12.
go back to reference Ferrie JE, Singh-Manoux A, Kivimäki M, Mindell J, Breeze E, Smith GD, et al. Cardiorespiratory risk factors as predictors of 40-year mortality in women and men. Heart. 2009;95:1250–7.PubMedCrossRef Ferrie JE, Singh-Manoux A, Kivimäki M, Mindell J, Breeze E, Smith GD, et al. Cardiorespiratory risk factors as predictors of 40-year mortality in women and men. Heart. 2009;95:1250–7.PubMedCrossRef
13.
go back to reference He J, McGee D, Niu X, Choi W. Examining the dynamic association of BMI and mortality in the Framingham Heart Study. Int J Environ Res Public Health. 2009;6:3115–26.PubMedCrossRef He J, McGee D, Niu X, Choi W. Examining the dynamic association of BMI and mortality in the Framingham Heart Study. Int J Environ Res Public Health. 2009;6:3115–26.PubMedCrossRef
14.
go back to reference Holtermann A, Mortensen OS, Burr H, Søgaard K, Gyntelberg F, Suadicani P. Physical work demands, hypertension status and risk of ischemic heart disease and all-cause mortality in the Copenhagen Male Study. Scand J Work Environ Health. 2010;36:466–72.PubMedCrossRef Holtermann A, Mortensen OS, Burr H, Søgaard K, Gyntelberg F, Suadicani P. Physical work demands, hypertension status and risk of ischemic heart disease and all-cause mortality in the Copenhagen Male Study. Scand J Work Environ Health. 2010;36:466–72.PubMedCrossRef
15.
go back to reference Panagiotakos DB, Chrysohoou C, Pitsavos C, Menotti A, Dontas A, Skoumas J, et al. Corfu Cohort from the Seven Countries Study. Forty-years (1961–2001) of all-cause and coronary heart disease mortality and its determinants: the Corfu cohort from the Seven Countries Study. Int J Cardiol. 2003;90:73–9.PubMedCrossRef Panagiotakos DB, Chrysohoou C, Pitsavos C, Menotti A, Dontas A, Skoumas J, et al. Corfu Cohort from the Seven Countries Study. Forty-years (1961–2001) of all-cause and coronary heart disease mortality and its determinants: the Corfu cohort from the Seven Countries Study. Int J Cardiol. 2003;90:73–9.PubMedCrossRef
16.
go back to reference Moschandreas J, Kafatos A, Aravanis C, Dontas A, Menotti A, Kromhout D. Long-term predictors of survival for the Seven Countries Study cohort from Crete: from 1960 to 2000. Int J Cardiol. 2005;100:85–91.PubMedCrossRef Moschandreas J, Kafatos A, Aravanis C, Dontas A, Menotti A, Kromhout D. Long-term predictors of survival for the Seven Countries Study cohort from Crete: from 1960 to 2000. Int J Cardiol. 2005;100:85–91.PubMedCrossRef
17.
go back to reference Menotti A, Kromhout D, Blackburn H, Jacobs D, Lanti M. Forty-year mortality from cardiovascular diseases and all causes of death in the US Railroad cohort of the Seven Countries Study. Eur J Epidemiol. 2004;19:417–24.PubMedCrossRef Menotti A, Kromhout D, Blackburn H, Jacobs D, Lanti M. Forty-year mortality from cardiovascular diseases and all causes of death in the US Railroad cohort of the Seven Countries Study. Eur J Epidemiol. 2004;19:417–24.PubMedCrossRef
18.
go back to reference Menotti A, Lanti M, Maiani G, Kromhout D. Determinants of longevity and all-cause mortality among middle-aged men. Role of 48 personal characteristics in a 40-year follow-up of Italian Rural Areas in the Seven Countries Study. Aging Clin Exp Res. 2006;18:394–406.PubMed Menotti A, Lanti M, Maiani G, Kromhout D. Determinants of longevity and all-cause mortality among middle-aged men. Role of 48 personal characteristics in a 40-year follow-up of Italian Rural Areas in the Seven Countries Study. Aging Clin Exp Res. 2006;18:394–406.PubMed
19.
go back to reference Pelkonen M, Tukiainen H, Tervahauta M, Notkola IL, Kivelä SL, Salorinne Y, et al. Pulmonary function, smoking cessation and 30 year mortality in middle aged Finnish men. Thorax. 2000;55:746–50.PubMedCrossRef Pelkonen M, Tukiainen H, Tervahauta M, Notkola IL, Kivelä SL, Salorinne Y, et al. Pulmonary function, smoking cessation and 30 year mortality in middle aged Finnish men. Thorax. 2000;55:746–50.PubMedCrossRef
20.
go back to reference Pelkonen M, Notkola IL, Nissinen A, Tukiainen H, Koskela H. Thirty-year cumulative incidence of chronic bronchitis and COPD in relation to 30-year pulmonary function and 40-year mortality: a follow-up in middle-aged rural men. Chest. 2006;130:1129–37.PubMedCrossRef Pelkonen M, Notkola IL, Nissinen A, Tukiainen H, Koskela H. Thirty-year cumulative incidence of chronic bronchitis and COPD in relation to 30-year pulmonary function and 40-year mortality: a follow-up in middle-aged rural men. Chest. 2006;130:1129–37.PubMedCrossRef
21.
go back to reference Keys A (ed), Blackburn H, Menotti A, Buzina R, Mohacek I, Karvonen MJ, et al. Coronary heart disease in seven countries. Circulation 1970;41(suppl 1):1–211. Keys A (ed), Blackburn H, Menotti A, Buzina R, Mohacek I, Karvonen MJ, et al. Coronary heart disease in seven countries. Circulation 1970;41(suppl 1):1–211.
22.
go back to reference Keys A (ed), Aravanis C, Blackburn H, Buzina R, Djordjevic BS, Dontas AS et al. Seven Countries Study. A multivariate analysis of death and coronary heart disease. Cambridge: Harvard Univ Press; 1980. pp 1–381. Keys A (ed), Aravanis C, Blackburn H, Buzina R, Djordjevic BS, Dontas AS et al. Seven Countries Study. A multivariate analysis of death and coronary heart disease. Cambridge: Harvard Univ Press; 1980. pp 1–381.
23.
go back to reference Morris JN. Uses of epidemiology, vol. 3. London: Edinburgh; 1975. p. 1–318. Morris JN. Uses of epidemiology, vol. 3. London: Edinburgh; 1975. p. 1–318.
24.
go back to reference Rose G, Blackburn H. Cardiovascular survey methods. World Health Organization: Geneva; 1968. p. 1–188. Rose G, Blackburn H. Cardiovascular survey methods. World Health Organization: Geneva; 1968. p. 1–188.
25.
go back to reference Anderson JT, Keys A. Cholesterol in serum and lipoprotein fractions: its measurement and stability. Clin Chem. 1956;2:145–59.PubMed Anderson JT, Keys A. Cholesterol in serum and lipoprotein fractions: its measurement and stability. Clin Chem. 1956;2:145–59.PubMed
26.
go back to reference Menotti A, Blackburn H, Kromhout D, Nissinen A, Adachi H, Lanti M. Cardiovascular risk factors as determinants of 25-year all-cause mortality in the seven countries study. Eur J Epidemiol. 2001;17:337–46.PubMedCrossRef Menotti A, Blackburn H, Kromhout D, Nissinen A, Adachi H, Lanti M. Cardiovascular risk factors as determinants of 25-year all-cause mortality in the seven countries study. Eur J Epidemiol. 2001;17:337–46.PubMedCrossRef
27.
go back to reference Dyer AR. A method for combining results from several prospective epidemiological studies. Stat Med. 1986;5:303–17.PubMedCrossRef Dyer AR. A method for combining results from several prospective epidemiological studies. Stat Med. 1986;5:303–17.PubMedCrossRef
28.
go back to reference Lanti M, Menotti A, Nedeljkovic S, Nissinen A, Kafatos A, Kromhout D. Long-term trends in major cardiovascular risk factors in cohorts of aging men in the European cohorts of the Seven Countries Study. Aging Clin Exp Res. 2005;17:306–15.PubMed Lanti M, Menotti A, Nedeljkovic S, Nissinen A, Kafatos A, Kromhout D. Long-term trends in major cardiovascular risk factors in cohorts of aging men in the European cohorts of the Seven Countries Study. Aging Clin Exp Res. 2005;17:306–15.PubMed
29.
go back to reference May M. Commentary: improved coronary risk prediction using neural networks. Int J Epidemiol. 2002;31:1262–3.CrossRef May M. Commentary: improved coronary risk prediction using neural networks. Int J Epidemiol. 2002;31:1262–3.CrossRef
30.
go back to reference Buijsse B, Feskens EJ, Moschandreas J, Jansen EH, Jacobs DR Jr, Kafatos A, et al. Oxidative stress, and iron and antioxidant status in elderly men: differences between the Mediterranean south (Crete) and northern Europe (Zutphen). Eur J Cardiovasc Prev Rehabil. 2007;14:495–500.PubMedCrossRef Buijsse B, Feskens EJ, Moschandreas J, Jansen EH, Jacobs DR Jr, Kafatos A, et al. Oxidative stress, and iron and antioxidant status in elderly men: differences between the Mediterranean south (Crete) and northern Europe (Zutphen). Eur J Cardiovasc Prev Rehabil. 2007;14:495–500.PubMedCrossRef
Metadata
Title
Determinants of 40-year all-cause mortality in the European cohorts of the Seven Countries Study
Authors
Paolo Emilio Puddu
Alessandro Menotti
Hanna Tolonen
Srecko Nedeljkovic
Anthony George Kafatos
Publication date
01-08-2011
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 8/2011
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-011-9600-7

Other articles of this Issue 8/2011

European Journal of Epidemiology 8/2011 Go to the issue