Validation of the SCORE2 risk prediction algorithm in a Portuguese population: A new model to estimate 10-year cardiovascular disease incidence in Europe

被引:4
作者
Temtem, Margarida [1 ]
Mendonca, Maria Isabel [2 ]
Santos, Marina [1 ]
Sa, Debora [1 ]
Sousa, Francisco [1 ]
Freitas, Sonia [2 ]
Borges, Sofia [2 ]
Henriques, Eva [2 ]
Rodrigues, Mariana [2 ]
Soares, Carolina [1 ]
Rodrigues, Ricardo [1 ]
Serrao, Marco [1 ]
Drumond, Antonio [1 ]
Sousa, Ana Celia [2 ]
Reis, Roberto Palma [3 ]
机构
[1] Hosp Dr Nelio Mendonca, Serv Cardiol, SESARAM EPERAM, Funchal, Portugal
[2] Hosp Dr Nelio Mendonca, Ctr Invest Dra Maria Isabel Mendonca, SESARAM EPERAM, Funchal, Portugal
[3] NOVA Med Sch, Fac Ciencias Med, Lisbon, Portugal
关键词
Cardiovascular disease prevention; Cardiovascular risk; European scores; BURDEN;
D O I
10.1016/j.repc.2023.10.011
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction and objectives: Subjects without cardiovascular (CV) disease (CVD) may suffer from subclinical atherosclerosis, and are at increased risk for atherosclerotic CV events (ASCVE). The ESC/EAS risk SCORE was updated by SCORE2, which estimates 10-year risk of fatal and non-fatal CVD in European populations aged 40-69 years without established CVD or diabetes. Our aim was to compare the two ESC/EAS risk scores and to validate SCORE2 in our population. Methods: A total of 1071 individuals (age 57.2 +/- 6.1 years; 75.2% male) without CVD or diabetes, from GENEMACOR study controls, were analyzed over 5.4 +/- 3.9 years. The population was stratified into risk categories according to the two scores, and the area under the ROC curve (AUC) and Harrell's C-index assessed the scores' performance. Calibration was performed using the goodness-of-fit test, and occurrence of the first event assessed by Cox regression. Kaplan-Meier analysis estimated SCORE2 survival. Results: SCORE stratified subjects into four risk categories: low (7.4%), moderate (46.5%), high (25.3%) and very high (20.8%), and SCORE2 into three: low-to-moderate (24.7%), high (59.0%) and very high (16.2%). SCORE presented good discrimination for CV mortality (AUC=0.838; C-index=0.834, 95% CI: 0.728-0.940), as did SCORE2 for total CV events (AUC=0.744; C-index=0.728, 95% CI: 0.648-0.808). Calibration did not show a disparity between observed and expected ASCVE. The probability of ASCVE was eight times higher in very-high-risk SCORE2 (p=0.001), and three times in the high-risk group (p=0.049). Event-free survival was 99%, 90% and 72% in the low-to-moderate, high and very-high-risk categories, respectively (p<0.0001). Conclusions: SCORE2 improved population stratification by identifying higher-risk patients, enabling early preventive measures. It showed good discriminative ability for all ASCVE. (c) 2024 Sociedade Portuguesa de Cardiologia. Published by Elsevier Espana, S.L.U. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/bync-nd/4.0/).
引用
收藏
页码:437 / 444
页数:8
相关论文
共 31 条
[1]   Physical Activity Guidelines Advisory Committee Report, 2008 [J].
不详 .
NUTRITION REVIEWS, 2009, 67 (02) :114-120
[2]  
[Anonymous], 2010, Portugal Health System Performance Assessment
[3]   Ten things to know about ten cardiovascular disease risk factors - 2022 [J].
Bays, Harold E. ;
Agarwala, Anandita ;
German, Charles ;
Satish, Priyanka ;
Iluyomade, Adedapo ;
Dudum, Ramzi ;
Thakkar, Aarti ;
Al Rifai, Mahmoud ;
Mehta, Anurag ;
Thobani, Aneesha ;
Al-Saiegh, Yousif ;
Nelson, Adam J. ;
Sheth, Samip ;
Toth, Peter P. .
AMERICAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2022, 10
[4]   Prevention guidelines and EAS/ESC guidelines for the treatment of dyslipidaemias: A look to the future [J].
Catapano, Alberico L. ;
Ray, Kausik K. ;
Tokgozoglu, Lale .
ATHEROSCLEROSIS, 2022, 340 :51-52
[5]  
Chacko Manas, 2020, Wellcome Open Res, V5, P70, DOI 10.12688/wellcomeopenres.15829.1
[6]   Estimation of ten-year risk of fatal cardiovascular disease in Europe:: the SCORE project [J].
Conroy, RM ;
Pyörälä, K ;
Fitzgerald, AP ;
Sans, S ;
Menotti, A ;
De Backer, G ;
De Bacquer, D ;
Ducimetière, P ;
Jousilahti, P ;
Keil, U ;
Njolstad, I ;
Oganov, RG ;
Thomsen, T ;
Tunstall-Pedoe, H ;
Tverdal, A ;
Wedel, H ;
Whincup, P ;
Wilhelmsen, L ;
Graham, IM .
EUROPEAN HEART JOURNAL, 2003, 24 (11) :987-1003
[7]   The burden of atherosclerosis in Portugal [J].
Costa, Joao ;
Alarcao, Joana ;
Araujo, Francisco ;
Ascencao, Raquel ;
Caldeira, Daniel ;
Fiorentino, Francesca ;
Gil, Victor ;
Gouveia, Miguel ;
Lourenco, Francisco ;
Mello e Silva, Alberto ;
Sampaio, Filipa ;
Carneiro, Antonio Vaz ;
Borges, Margarida .
EUROPEAN HEART JOURNAL-QUALITY OF CARE AND CLINICAL OUTCOMES, 2021, 7 (02) :154-162
[8]   SCORE2-OP risk prediction algorithms: estimating incident cardiovascular event risk in older persons in four geographical risk regions [J].
de Vries, Tamar, I ;
Cooney, Marie Therese ;
Selmer, Randi M. ;
Hageman, Steven H. J. ;
Pennells, Lisa A. ;
Wood, Angela ;
Kaptoge, Stephen ;
Xu, Zhe ;
Westerink, Jan ;
Rabanal, Kjersti S. ;
Tell, Grethe S. ;
Meyer, Haakon E. ;
Igland, Jannicke ;
Ariansen, Inger ;
Matsushita, Kunihiro ;
Blaha, Michael J. ;
Nambi, Vijay ;
Peters, Ruth ;
Beckett, Nigel ;
Antikainen, Riitta ;
Bulpitt, Christopher J. ;
Muller, Majon ;
Emmelot-Vonk, Marielle H. ;
Trompet, Stella ;
Jukema, Wouter ;
Ference, Brian A. ;
Halle, Martin ;
Timmis, Adam D. ;
Vardas, Panos E. ;
Dorresteijn, Jannick A. N. ;
De Bacquer, Dirk ;
Di Angelantonio, Emanuele ;
Visseren, Frank L. J. ;
Graham, Ian M. .
EUROPEAN HEART JOURNAL, 2021, 42 (25) :2455-2467
[9]   A generalized Hosmer-Lemeshow goodness-of-fit test for multinomial logistic regression models [J].
Fagerland, Morten W. ;
Hosmer, David W. .
STATA JOURNAL, 2012, 12 (03) :447-453
[10]  
Gaio V, 2020, ACTA MEDICA PORT, V33, P726, DOI [10.20344/amo.13009, 10.20344/amp.13009]