Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, U.K.
Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, the Netherlands.
Diabetes Care. 2018 Sep;41(9):2010-2018. doi: 10.2337/dc18-0578. Epub 2018 Jul 12.
To evaluate the performance of five cardiovascular disease (CVD) risk scores developed in diabetes populations and compare their performance to QRISK2.
A cohort of people diagnosed with type 2 diabetes between 2004 and 2016 was identified from the Scottish national diabetes register. CVD events were identified using linked hospital and death records. Five-year risk of CVD was estimated using each of QRISK2, ADVANCE (Action in Diabetes and Vascular disease: preterAx and diamicroN-MR Controlled Evaluation), Cardiovascular Health Study (CHS), New Zealand Diabetes Cohort Study (NZ DCS), Fremantle Diabetes Study, and Swedish National Diabetes Register (NDR) risk scores. Discrimination and calibration were assessed using the Harrell statistic and calibration plots, respectively.
The external validation cohort consisted of 181,399 people with type 2 diabetes and no history of CVD. There were 14,081 incident CVD events within 5 years of follow-up. The 5-year observed risk of CVD was 9.7% (95% CI 9.6, 9.9). statistics varied between 0.66 and 0.67 for all risk scores. QRISK2 overestimated risk, classifying 87% to be at high risk for developing CVD within 5 years; ADVANCE underestimated risk, and the Swedish NDR risk score calibrated well to observed risk.
None of the risk scores performed well among people with newly diagnosed type 2 diabetes. Using these risk scores to predict 5-year CVD risk in this population may not be appropriate.
评估五个在糖尿病人群中开发的心血管疾病(CVD)风险评分的性能,并将其与 QRISK2 进行比较。
从苏格兰国家糖尿病登记处确定了 2004 年至 2016 年间被诊断患有 2 型糖尿病的人群。使用链接的医院和死亡记录确定 CVD 事件。使用 QRISK2、ADVANCE(糖尿病和血管疾病中的行动:preterAx 和 diamicroN-MR 对照评估)、心血管健康研究(CHS)、新西兰糖尿病队列研究(NZ DCS)、弗里曼特尔糖尿病研究和瑞典国家糖尿病登记处(NDR)风险评分分别估计 5 年内 CVD 的风险。使用 Harrell 统计量评估区分度,使用校准图评估校准度。
外部验证队列包括 181399 名无 CVD 病史的 2 型糖尿病患者。在随访的 5 年内,发生了 14081 例 CVD 事件。5 年内观察到的 CVD 风险为 9.7%(95%CI 9.6,9.9)。所有风险评分的统计量在 0.66 到 0.67 之间变化。QRISK2 高估了风险,将 87%的人归类为在 5 年内发生 CVD 的高风险人群;ADVANCE 低估了风险,瑞典 NDR 风险评分与观察到的风险校准良好。
在新诊断的 2 型糖尿病患者中,没有一种风险评分表现良好。在该人群中使用这些风险评分预测 5 年内 CVD 风险可能不合适。