SCORE2-Diabetes: 10-year cardiovascular risk estimation in type 2 diabetes in Europe
Abstract
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 m2, 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 m2, and age at diabetes diagnosis of 50 years. For a woman with the same characteristics, the risk was 8% and 13%, respectively.
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.
Citation impact
- FWCI
- 52.08
- Percentile
- 100%
- References
- 39
Authors
99Topics & keywords
- Medicine
- Diabetes mellitus
- Type 2 diabetes
- Internal medicine
- Renal function
- Incidence (geometry)
- Blood pressure
- Endocrinology
Funding
- ALAbbott Laboratories
- AAmgen
- ELEli Lilly and Company
- PPfizer
- AAstraZeneca
- BBayer
- GGlaxoSmithKline
- SSanofi
- GSGilead Sciences
- DKDeutsches Krebsforschungszentrum
- QMQueen Mary University of London
- NUNational University of Ireland
- RPRegeneron Pharmaceuticals
- WTWellcome TrustAward: BRC-1215-20014
- NINational Institute for Health and Care ExcellenceAward: BRC-1215–20014
- SGScottish Government
- IPIonis Pharmaceuticals
- MMylan
- KIKoch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
- NINational Institute for Health and Care ResearchAwards: BRC-1215-20014, NIHR203312
- BHBritish Heart FoundationAwards: RG/18/13/33946, RG/13/13/30194
- DODepartment of Health and Social Care
- KRKidney Research UK
- RCResearch Councils UKAward: MR/L003120/1
- UOUniversity of CambridgeAward: BRC-1215-20014
- ICImperial College London
- UCUniversity College London
- UOUniversity of Oxford
- UOUniversity of Glasgow
- ESEuropean Society of Cardiology
- UOUniversity of Bristol
- PHPublic Health Agency
- UOUniversity of Galway
- TCTrinity College Dublin
- UHUniversität Heidelberg
- INInstitut National de la Santé et de la Recherche Médicale
- UUUniversiteit Utrecht
- BFBundesministerium für Gesundheit
- NNNovo Nordisk
- UGUniversiteit Gent
- CSChina Scholarship Council
- APAstellas Pharma
- ÖFÖsterreichische Forschungsförderungsgesellschaft
- BCBHF Centre of Research Excellence, OxfordAward: RE/18/1/34212
- TUTechnische Universität München
- SUSahlgrenska Universitetssjukhuset
- UDUniversità di Bologna
- KGKonung Gustaf V:s och Drottning Victorias Frimurarestiftelse
- UVUniverza v Ljubljani
- DEDebreceni Egyetem
- MUMedizinische Universität Innsbruck
- UIUniversität Innsbruck
- CDCentro de Investigación Biomédica en Red Diabetes y Enfermedades Metabólicas Asociadas
- ICInstitut Català de la Salut
- RKRobert Koch Institut
- CSChief Scientist Office, Scottish Government Health and Social Care Directorate
- MRMedical Research CouncilAwards: MR/L003120/1, NIHR203312, MR/R007764/1, MC_UU_00017/3, BRC-1215-20014, MR/L003120, MR/L003120/1
- EAEngineering and Physical Sciences Research Council
- EAEconomic and Social Research Council
- IDInstituto de Salud Carlos III
- HAHealth and Social Care Research and Development Division
- NCNIHR Cambridge Biomedical Research CentreAwards: BRC-1215-20014, NIHR203312, BRC-1215-20014; NIHR203312
- DSDaiichi Sankyo Europe