Validation of the European SCORE2 models in a Canadian primary care cohort

Author:

Sud Maneesh1234ORCID,Sivaswamy Atul3,Austin Peter C23,Abdel-Qadir Husam2345,Anderson Todd J67,Khera Rohan8910ORCID,Naimark David M J234ORCID,Lee Douglas S2341112,Roifman Idan1234,Thanassoulis George1314,Tu Karen21516ORCID,Wijeysundera Harindra C1234,Ko Dennis T1234

Affiliation:

1. Schulich Heart Program, Sunnybrook Health Sciences Centre, University of Toronto , 2075 Bayview Ave , Toronto, M4N 3M5, Canada

2. Institute of Health Policy, Management, and Evaluation, University of Toronto , 155 College St, Toronto, M5T 3M6 , Canada

3. ICES , 2075 Bayview Ave, D-410, Toronto, M4N 3M5 , Canada

4. Department of Medicine, University of Toronto , 27 King's College Circle, Toronto, M5S 1A1 , Canada

5. Women’s College Hospital, University of Toronto , 76 Grenville St, Toronto, M5S 1B2 , Canada

6. Department of Cardiac Sciences, Libin Cardiovascular Institute of Alberta , 3310 Hospital Drive NW, Calgary, T2N 4N1 , Canada

7. Cumming School of Medicine, University of Calgary , 3330 Hospital Drive NW, Calgary, T2N 4N1 , Canada

8. Section of Cardiovascular Medicine, Departmentof Internal Medicine, Yale School of Medicine , 333 Cedar Street, New Haven, CT 06510 , USA

9. Center for Outcomes Research and Evaluation, Yale-New Haven Health Hospital , 20 York St, New Haven, CT 06510 , USA

10. Section of Health Informatics, Department of Biostatistics, Yale School of Public Health , 60 College St, New Haven, CT 06510 , USA

11. Peter Munk Cardiac Centre, University Health Network, University of Toronto , 585 University Ave, Toronto, M5G 2N2 , Canada

12. Ted Rogers Centre for Heart Research, University of Toronto, Toronto, 661 University Ave, Toronto, M5G 1M1 , Canada

13. Department of Medicine, McGill University , 3605 Rue de la Montagne, Montréal, H3G 2M1 , Canada

14. Preventive and Genomic Cardiology, McGill University Health Centre , 1001 boul. Décarie, Montréal, H4A 3J1 , Canada

15. Toronto Western Family Health Team, North York General Hospital, University Health Network, University of Toronto , 440 Bathurst Street, Toronto, M5T 2S6 , Canada

16. Department of Family and Community Medicine, University of Toronto , 500 University Ave, Toronto, M5G 1V7 , Canada

Abstract

Abstract Aims Systematic Coronary Risk Evaluation Model 2 (SCORE2) was recently developed to predict atherosclerotic cardiovascular disease (ASCVD) in Europe. Whether these models could be used outside of Europe is not known. The objective of this study was to test the validity of SCORE2 in a large Canadian cohort. Methods and results A primary care cohort of persons with routinely collected electronic medical record data from 1 January 2010 to 31 December 2014, in Ontario, Canada, was used for validation. The SCORE2 models for younger persons (YP) were applied to 57 409 individuals aged 40–69 while the models for older persons (OPs) were applied to 9885 individuals 70–89 years of age. Five-year ASCVD predictions from both the uncalibrated and low-risk region recalibrated SCORE2 models were evaluated. The C-statistic for SCORE2-YP was 0.74 in women and 0.69 in men. The uncalibrated SCORE2-YP overestimated risk by 17% in women and underestimated by 2% in men. In contrast, the low-risk region recalibrated model demonstrated worse calibration, overestimating risk by 100% in women and 36% in men. The C-statistic for SCORE2-OP was 0.64 and 0.62 in older women and men, respectively. The uncalibrated SCORE2-OP overestimated risk by more than 100% in both sexes. The low-risk region recalibrated model demonstrated improved calibration but still overestimated risk by 60% in women and 13% in men. Conclusion The performance of SCORE2 to predict ASCVD risk in Canada varied by age group and depended on whether regional calibration was applied. This underscores the necessity for validation assessment of SCORE2 prior to implementation in new jurisdictions.

Funder

Canadian Institutes of Health Research

Publisher

Oxford University Press (OUP)

Subject

Cardiology and Cardiovascular Medicine,Epidemiology

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Implications of five different risk models in primary prevention guidelines;European Heart Journal - Quality of Care and Clinical Outcomes;2024-05-11

2. Editorial comments: focus on cardiovascular risk estimation and prevention;European Journal of Preventive Cardiology;2024-04

3. Reliability, validity, and utility of tests and scores;European Journal of Preventive Cardiology;2023-11-06

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