Risk scores of incident mild cognitive impairment in a Beijing community-based older cohort

被引:1
作者
Li, Xin [1 ,2 ]
Xia, Jianan [2 ,3 ]
Li, Yumeng [1 ,2 ]
Xu, Kai [1 ,2 ]
Chen, Kewei [2 ,4 ]
Zhang, Junying [2 ,5 ]
Li, He [2 ,5 ]
Zhang, Zhanjun [1 ,2 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
[2] Beijing Normal Univ, BABRI Ctr, Beijing, Peoples R China
[3] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing, Peoples R China
[4] Banner Alzheimers Inst, Phoenix, AZ USA
[5] China Acad Tradit Chinese Med, Inst Basic Res Clin Med, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
mild cognitive impairment; lifestyle-related disease; risk score; cognition; prevention; DEMENTIA RISK; LIFE-STYLE; BRAIN RESERVE; INDIVIDUALS; PREVENTION; PREDICTION; OUTCOMES; BURDEN; STROKE; ADULTS;
D O I
10.3389/fnagi.2022.976126
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Objective: It is very important to identify individuals who are at greatest risk for mild cognitive impairment (MCI) to potentially mitigate or minimize risk factors early in its course. We created a practical MCI risk scoring system and provided individualized estimates of MCI risk.Methods: Using data from 9,000 older adults recruited for the Beijing Ageing Brain Rejuvenation Initiative, we investigated the association of the baseline demographic, medical history, lifestyle and cognitive data with MCI status based on logistic modeling and established risk score (RS) models 1 and 2 for MCI. We evaluated model performance by computing the area under the receiver operating characteristic (ROC) curve (AUC). Finally, RS model 3 was further confirmed and improved based on longitudinal outcome data from the progression of MCI in a sub-cohort who had an average 3-year follow-up.Results: A total of 1,174 subjects (19.8%) were diagnosed with MCI at baseline, and 72 (7.8%) of 849 developed MCI in the follow-up. The AUC values of RS models 1 and 2 were between 0.64 and 0.70 based on baseline age, education, cerebrovascular disease, intelligence and physical activities. Adding baseline memory and language performance, the AUC of RS model 3 more accurately predicted MCI conversion (AUC = 0.785).Conclusion: A combination of risk factors is predictive of the likelihood of MCI. Identifying the RSs may be useful to clinicians as they evaluate their patients and to researchers as they design trials to study possible early non-pharmaceutical interventions to reduce the risk of MCI and dementia.
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页数:9
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