Risk score prediction model for dementia in patients with type 2 diabetes

被引:17
|
作者
Li, C. -I. [1 ,2 ]
Li, T. -C. [3 ,4 ]
Liu, C. -S. [1 ,2 ,5 ]
Liao, L. -N. [1 ]
Lin, W. -Y. [1 ,5 ]
Lin, C. -H. [1 ,5 ]
Yang, S. -Y. [3 ]
Chiang, J. -H. [6 ]
Lin, C. -C. [1 ,2 ,5 ]
机构
[1] China Med Univ, Sch Med, Coll Med, Taichung, Taiwan
[2] China Med Univ Hosp, Dept Med Res, Taichung, Taiwan
[3] China Med Univ, Dept Publ Hlth, Coll Publ Hlth, Taichung, Taiwan
[4] Asia Univ, Dept Healthcare Adm, Coll Med & Hlth Sci, Taichung, Taiwan
[5] China Med Univ Hosp, Dept Family Med, Taichung, Taiwan
[6] China Med Univ Hosp, Management Off Hlth Data, Taichung, Taiwan
关键词
dementia; prediction model; type; 2; diabetes; GLYCEMIC VARIABILITY; MELLITUS; COMPLICATIONS; INDIVIDUALS; ASSOCIATION; DISEASE;
D O I
10.1111/ene.13642
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and purposeNo 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. MethodsThe 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. ResultsThe 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. ConclusionsThe proposed score system is the first dementia risk prediction model for Chinese type 2 diabetes patients in Taiwan.
引用
收藏
页码:976 / 983
页数:8
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