International Journal of Epidemiology 2002;31:817-822
© International Epidemiological Association 2002
Cardiovascular Disease |
A cross-validation of risk-scores for coronary heart disease mortality based on data from the Glostrup Population Studies and Framingham Heart Study
a Copenhagen County Centre for Preventive Medicine, Medical Department M, Glostrup University Hospital, DK-2600 Glostrup, Denmark.
b Medical University of South Carolina, Biometry and Epidemiology, Charleston, USA.
Troels F Thomsen, Centre for Preventive Medicine, Medical Department M, Glostrup University Hospital, Building 8, 7th floor, DK-2600 Glostrup, Denmark. E-mail: trth{at}glostruphosp.kbhamt.dk
Abstract
Background Due to marked regional differences in the incidence of coronary heart disease (CHD) in Europe, the recommendation by the European Society of Cardiology to use the Coronary Risk Chart based on data from the Framingham Heart Study, could be questioned.
Methods Data from two population studies (The Glostrup Population Studies, n = 4757, the Framingham Heart Study, n = 2562) were used to examine three different levels of cross-validation. The first level of examination was whether a risk-score developed from one sample adequately ordered the risk of participants in the other sample, using the Area Under a Receiver Operating Characteristic (AUROC) curve. The second level compared the magnitude of coefficients in logistic models in the two studies; while the third level tested whether the level of risk of CHD death in one sample could be estimated based on a risk function from the other sample.
Result Coronary heart disease mortality was 515 per 100 000 person-years in Framingham and 311 per 100 000 person-years in Glostrup. The AUROC curve was between 75% and 77% and regardless of which risk-score was used. Logistic coefficients did not differ significantly between studies. The Framingham risk-score significantly overestimated the risk in the Glostrup sample and the Glostrup risk-score underestimated in the Framingham sample.
Conclusion Using this Framingham risk-score on a Danish population will lead to a significant overestimation of coronary risk. The validity of risk-scores developed from populations with different incidence of the disease should preferably be tested prior to their application.
Keywords Risk-score, validation, coronary heart disease mortality
Accepted 1 February 2002
![]()
CiteULike
Connotea
Del.icio.us What's this?
This article has been cited by other articles:
![]() |
R. L. Sacco, M. Khatri, T. Rundek, Q. Xu, H. Gardener, B. Boden-Albala, M. R. Di Tullio, S. Homma, M. S.V. Elkind, and M. C. Paik Improving Global Vascular Risk Prediction With Behavioral and Anthropometric Factors The Multiethnic NOMAS (Northern Manhattan Cohort Study). J. Am. Coll. Cardiol., December 8, 2009; 54(24): 2303 - 2311. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Jontell and M. Glick Oral Health Care Professionals' Identification of Cardiovascular Disease Risk Among Patients in Private Dental Offices in Sweden J Am Dent Assoc, November 1, 2009; 140(11): 1385 - 1391. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. S. Currier, J. D. Lundgren, A. Carr, D. Klein, C. A. Sabin, P. E. Sax, J. T. Schouten, M. Smieja, and for Working Group 2 Epidemiological Evidence for Cardiovascular Disease in HIV-Infected Patients and Relationship to Highly Active Antiretroviral Therapy Circulation, July 8, 2008; 118(2): e29 - e35. [Full Text] [PDF] |
||||
![]() |
M. Schambelan, P. W.F. Wilson, K. E. Yarasheski, W. T. Cade, V. G. Davila-Roman, R. B. D'Agostino Sr, T. A. Helmy, M. Law, K. E. Mondy, S. Nachman, et al. Development of Appropriate Coronary Heart Disease Risk Prediction Models in HIV-Infected Patients Circulation, July 8, 2008; 118(2): e48 - e53. [Full Text] [PDF] |
||||
![]() |
S. R. Rasmussen, J. L. Thomsen, J. Kilsmark, A. Hvenegaard, M. Engberg, T. Lauritzen, and J. Sogaard Preventive health screenings and health consultations in primary care increase life expectancy without increasing costs Scand J Public Health, August 1, 2007; 35(4): 365 - 372. [Abstract] [PDF] |
||||
![]() |
D. E. Weiner, H. Tighiouart, E. F. Elsayed, J. L. Griffith, D. N. Salem, A. S. Levey, and M. J. Sarnak The Framingham Predictive Instrument in Chronic Kidney Disease J. Am. Coll. Cardiol., July 17, 2007; 50(3): 217 - 224. [Abstract] [Full Text] [PDF] |
||||
![]() |
Authors/Task Force Members, L. Ryden, E. Standl, M. Bartnik, G. V. d. Berghe, J. Betteridge, M.-J. de Boer, F. Cosentino, B. Jonsson, M. Laakso, et al. Guidelines on diabetes, pre-diabetes, and cardiovascular diseases: full text: The Task Force on Diabetes and Cardiovascular Diseases of the European Society of Cardiology (ESC) and of the European Association for the Study of Diabetes (EASD) Eur. Heart J. Suppl., June 1, 2007; 9(suppl_C): C3 - C74. [Full Text] [PDF] |
||||
![]() |
Authors/Task Force Members, L. Ryden, E. Standl, M. Bartnik, G. Van den Berghe, J. Betteridge, M.-J. de Boer, F. Cosentino, B. Jonsson, M. Laakso, et al. Guidelines on diabetes, pre-diabetes, and cardiovascular diseases: executive summary: The Task Force on Diabetes and Cardiovascular Diseases of the European Society of Cardiology (ESC) and of the European Association for the Study of Diabetes (EASD) Eur. Heart J., January 1, 2007; 28(1): 88 - 136. [Full Text] [PDF] |
||||
![]() |
J. Marrugat, I. Subirana, E. Comin, C. Cabezas, J. Vila, R. Elosua, B.-H. Nam, R. Ramos, J. Sala, P. Solanas, et al. Validity of an adaptation of the Framingham cardiovascular risk function: the VERIFICA study J Epidemiol Community Health, January 1, 2007; 61(1): 40 - 47. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Yang, W.-Y. So, A. P.S. Kong, C.-S. Ho, C. W.K. Lam, R. J. Stevens, R. R. Lyu, D. D. Yin, C. S. Cockram, P. C.Y. Tong, et al. Development and Validation of Stroke Risk Equation for Hong Kong Chinese Patients With Type 2 Diabetes: The Hong Kong Diabetes Registry Diabetes Care, January 1, 2007; 30(1): 65 - 70. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Thomas, E. Hypponen, and C. Power Type 2 diabetes mellitus in midlife estimated from the cambridge risk score and body mass index. Arch Intern Med, March 27, 2006; 166(6): 682 - 688. [Abstract] [Full Text] [PDF] |
||||
![]() |
H Tunstall-Pedoe, M Woodward, and for the SIGN group on risk estimation By neglecting deprivation, cardiovascular risk scoring will exacerbate social gradients in disease Heart, March 1, 2006; 92(3): 307 - 310. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Ballantyne, B. Arroll, and J. Shepherd Lipids and CVD management: towards a global consensus Eur. Heart J., November 1, 2005; 26(21): 2224 - 2231. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Liu, Y. Hong, R. B. D'Agostino Sr, Z. Wu, W. Wang, J. Sun, P. W. F. Wilson, W. B. Kannel, and D. Zhao Predictive Value for the Chinese Population of the Framingham CHD Risk Assessment Tool Compared With the Chinese Multi-provincial Cohort Study JAMA, June 2, 2004; 291(21): 2591 - 2599. [Abstract] [Full Text] [PDF] |
||||
![]() |
H.-W. Hense Observations, predictions and decisions--assessing cardiovascular risk assessment Int. J. Epidemiol., April 1, 2004; 33(2): 235 - 239. [Full Text] [PDF] |
||||
![]() |
H.-W. Hense Risk factor scoring for coronary heart disease BMJ, November 29, 2003; 327(7426): 1238 - 1239. [Full Text] [PDF] |
||||
![]() |
P. Brindle, J. Emberson, F. Lampe, M. Walker, P. Whincup, T. Fahey, and S. Ebrahim Predictive accuracy of the Framingham coronary risk score in British men: prospective cohort study BMJ, November 29, 2003; 327(7426): 1267. [Abstract] [Full Text] [PDF] |
||||
![]() |
J.P Empana, P Ducimetiere, D Arveiler, J Ferrieres, A Evans, J.B Ruidavets, B Haas, J Yarnell, A Bingham, P Amouyel, et al. Are the Framingham and PROCAM coronary heart disease risk functions applicable to different European populations?: The PRIME Study Eur. Heart J., November 1, 2003; 24(21): 1903 - 1911. [Abstract] [Full Text] [PDF] |
||||
![]() |
R.M. Conroy, K. Pyorala, A.P. Fitzgerald, S. Sans, A. Menotti, G. De Backer, D. De Bacquer, P. Ducimetiere, P. Jousilahti, U. Keil, et al. Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE project Eur. Heart J., June 1, 2003; 24(11): 987 - 1003. [Abstract] [Full Text] [PDF] |
||||
![]() |
H.-W. Hense, H. Schulte, H. Lowel, G. Assmann, and U. Keil Framingham risk function overestimates risk of coronary heart disease in men and women from Germany--results from the MONICA Augsburg and the PROCAM cohorts Eur. Heart J., May 2, 2003; 24(10): 937 - 945. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Brindle and M. May Commentary: The prediction of coronary heart disease risk in individuals-- an imprecise science Int. J. Epidemiol., August 1, 2002; 31(4): 822 - 824. [Full Text] [PDF] |
||||












