SCORE2-Diabetes: 10-year cardiovascular risk estimation in type 2 diabetes in Europe

被引:94
|
作者
Pennells, Lisa [1 ]
Kaptoge, Stephen [1 ]
Ostergaard, Helena Bleken [2 ]
Read, Stephanie H. [3 ]
Carinci, Fabrizio [4 ]
Franch-Nadal, Josep [5 ,6 ,7 ]
Petitjean, Carmen [1 ]
Taylor, Owen [1 ]
Hageman, Steven H. J. [2 ]
Xu, Zhe [1 ]
Shi, Fanchao [1 ]
Spackman, Sarah [1 ]
Gualdi, Stefano [8 ]
Holman, Naomi [9 ]
Da Providencia E Costa, Rui Bebiano [10 ]
Bonnet, Fabrice [11 ]
Brenner, Hermann [12 ,13 ]
Gillum, Richard F. [14 ]
Kiechl, Stefan [15 ]
Lawlor, Deborah A. [16 ,17 ]
Potier, Louis [18 ]
Schoettker, Ben [12 ,13 ]
Sofat, Reecha [10 ]
Voelzke, Henry [19 ]
Willeit, Johann [15 ]
Baltane, Zane [20 ]
Fava, Stephen [21 ]
Janos, Sandor [22 ]
Lavens, Astrid [23 ]
Pildava, Santa [20 ]
Poljicanin, Tamara [24 ]
Pristas, Ivan [24 ]
Rossing, Peter [25 ]
Sascha, Reiff [26 ]
Scheidt-Nave, Christa [27 ]
Stotl, Iztok [28 ]
Tibor, Gail
Urbancic-Rovan, Vilma [28 ,29 ]
Vanherwegen, An-Sofie [23 ]
Vistisen, Dorte [25 ]
Du, Yong [27 ]
Walker, Matthew R. [1 ]
Willeit, Peter [1 ,30 ]
Ference, Brian [1 ]
De Bacquer, Dirk [31 ]
Halle, Martin [32 ]
Huculeci, Radu [33 ]
McEvoy, John William [34 ]
Timmis, Adam [35 ]
Vardas, Panagiotis [36 ]
机构
[1] Univ Cambridge, Dept Publ Hlth & Primary Care, Cambridge, England
[2] Univ Utrecht, Univ Med Ctr Utrecht, Dept Vasc Med, Utrecht, Netherlands
[3] Univ Edinburgh, Usher Inst, Edinburgh, Midlothian, Scotland
[4] Univ Bologna, Dept Stat Sci, Bologna, Italy
[5] Inst Salud Carlos III, Ctr Biomed Res Diabet & Associated Metab Dis CIBE, Barcelona, Spain
[6] Fundacio Inst Univ Recerca Atencio Primaria Salut, Barcelona, Spain
[7] Inst Catala Salut, Primary Hlth Care Ctr Raval Sud, Barcelona, Spain
[8] Internet Express, Pescara, Italy
[9] Imperial Coll London, Dept Epidemiol & Biostat, London, England
[10] UCL, UCL Inst Hlth Informat Res, London, England
[11] Univ Rennes 1, Rennes CHU, Rennes, France
[12] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[13] Heidelberg Univ, Network Aging Res, Heidelberg, Germany
[14] Howard Univ Hosp, Washington, DC USA
[15] Med Univ Innsbruck, Dept Neurol, Innsbruck, Austria
[16] Univ Bristol, MRC Integrat Epidemiol Unit, Bristol, Avon, England
[17] Univ Bristol, Populat Hlth Sci, Bristol Med Sch, Bristol, Avon, England
[18] Univ Paris City, Bichat Hosp, AP HP, INSERM,INEM,U1151, Paris, France
[19] Univ Med Greifswald, Inst Community Med, Greifswald, Germany
[20] Ctr Dis Prevent & Control Latvia, Riga, Latvia
[21] Univ Malta, Msida, Malta
[22] Univ Debrecen, Debrecen, Hungary
[23] Sciensano, Brussels, Belgium
[24] Croatian Inst Publ Hlth, Rockefellerova 7, Zagreb, Croatia
[25] Steno Diabet Ctr, Gentofte, Denmark
[26] Minist Hlth, Msida, Malta
[27] Robert Koch Inst, Berlin, Germany
[28] Univ Med Ctr Ljubljana, Dept Endocrinol Diabet & Metab Dis, Ljubljana, Slovenia
[29] Univ Ljubljana, Fac Med, Ljubljana, Slovenia
[30] Med Univ Innsbruck, Dept Med Stat Informat & Hlth Econ, Innsbruck, Austria
[31] Univ Ghent, Ghent, Belgium
[32] Tech Univ Munich, Klinikum Rechts Isar, Univ Hosp, Munich, Germany
[33] European Soc Cardiol, Brussels, Belgium
[34] Natl Univ Ireland Galway, Galway, Ireland
[35] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, London, England
[36] Heraklion Univ Hosp, Iraklion, Greece
[37] Univ Dublin, Coll Green, Sch Med, Trinity Coll Dublin, Dublin, Ireland
[38] Sahlgrens Univ Hosp, Dept Med, Gothenburg, Sweden
[39] Swedish Natl Diabet Register, Gothenburg, Sweden
[40] Univ Oxford, Nuffield Dept Populat Hlth, Med Res Council Populat Hlth Res Unit, Oxford, England
[41] Hosp Santa Creu & Sant Pau, Dept Endocrinol & Nutr, Barcelona, Spain
[42] St Pau Biomed Res Inst, Barcelona, Spain
[43] Cent Univ Catalonia, Dept Med, Vic, Spain
[44] Hub Int Hlth Res, Perugia, Italy
[45] Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland
[46] Human Technopole, Hlth Data Sci Ctr, Milan, Italy
基金
英国经济与社会研究理事会; 英国医学研究理事会; 英国工程与自然科学研究理事会;
关键词
Prediction model; Diabetes; Cardiovascular diseases; HEALTH INFORMATION; PRIMARY-CARE; PREDICTION; MODEL; PRIVACY; DISEASE; DESIGN;
D O I
10.1093/eurheartj/ehad260
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims To develop and validate a recalibrated prediction model (SCORE2-Diabetes) to estimate the 10-year risk of cardiovascular disease (CVD) in individuals with type 2 diabetes in Europe. Methods and results SCORE2-Diabetes was developed by extending SCORE2 algorithms using individual-participant data from four large-scale datasets comprising 229 460 participants (43 706 CVD events) with type 2 diabetes and without previous CVD. Sex-specific competing risk-adjusted models were used including conventional risk factors (i.e. age, smoking, systolic blood pressure, total, and HDL-cholesterol), as well as diabetes-related variables (i.e. age at diabetes diagnosis, glycated haemoglobin [HbA1c] and creatinine-based estimated glomerular filtration rate [eGFR]). Models were recalibrated to CVD incidence in four European risk regions. External validation included 217 036 further individuals (38 602 CVD events), and showed good discrimination, and improvement over SCORE2 (C-index change from 0.009 to 0.031). Regional calibration was satisfactory. SCORE2-Diabetes risk predictions varied several-fold, depending on individuals' levels of diabetes-related factors. For example, in the moderate-risk region, the estimated 10-year CVD risk was 11% for a 60-year-old man, non-smoker, with type 2 diabetes, average conventional risk factors, HbA1c of 50 mmol/mol, eGFR of 90 mL/min/1.73 m(2), and age at diabetes diagnosis of 60 years. By contrast, the estimated risk was 17% in a similar man, with HbA1c of 70 mmol/mol, eGFR of 60 mL/min/1.73 m(2), and age at diabetes diagnosis of 50 years. For a woman with the same characteristics, the risk was 8% and 13%, respectively. Conclusion SCORE2-Diabetes, a new algorithm developed, calibrated, and validated to predict 10-year risk of CVD in individuals with type 2 diabetes, enhances identification of individuals at higher risk of developing CVD across Europe.
引用
收藏
页码:2544 / +
页数:14
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