School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.
Department of Medical Research, China Medical University Hospital, Taichung, Taiwan.
Eur J Neurol. 2018 Jul;25(7):976-983. doi: 10.1111/ene.13642. Epub 2018 May 2.
No study has established a prediction dementia model in the Asian populations. This study aimed to develop a prediction model for dementia in Chinese type 2 diabetes patients.
The retrospective cohort study included 27 540 Chinese type 2 diabetes patients (aged 50-94 years) enrolled in the Taiwan National Diabetes Care Management Program. Participants were randomly allocated into derivation and validation sets at a 2:1 ratio. Cox proportional hazards regression models were used to identify risk factors for dementia in the derivation set. Steps proposed by the Framingham Heart Study were used to establish a prediction model with a scoring system.
The average follow-up was 8.09 years, with a total of 853 incident dementia cases in the derivation set. The dementia risk score summed up the individual scores (from 0 to 20). The areas under the curve of 3-, 5- and 10-year dementia risks were 0.82, 0.79 and 0.76 in the derivation set and 0.84, 0.80 and 0.75 in the validation set, respectively.
The proposed score system is the first dementia risk prediction model for Chinese type 2 diabetes patients in Taiwan.
目前尚无研究针对亚洲人群建立痴呆预测模型。本研究旨在建立中国 2 型糖尿病患者痴呆预测模型。
这是一项回顾性队列研究,纳入了参加台湾国家糖尿病照护管理计划的 27540 例中国 2 型糖尿病患者(年龄 50-94 岁)。参与者以 2:1 的比例随机分配到推导集和验证集中。使用 Cox 比例风险回归模型在推导集中确定痴呆的危险因素。采用弗雷明汉心脏研究提出的步骤建立评分系统预测模型。
平均随访时间为 8.09 年,推导集中共有 853 例新发痴呆病例。痴呆风险评分将个体评分(0-20 分)相加。推导集和验证集中 3、5 和 10 年痴呆风险的曲线下面积分别为 0.82、0.79 和 0.76,0.84、0.80 和 0.75。
该评分系统是首个针对中国台湾 2 型糖尿病患者的痴呆风险预测模型。