A Prognostic Model of the Development of Cognitive Impairments in Patients with Type 1 Diabetes Mellitus

被引：0
|
作者：
Samoilova Y.G. [1 ]
Rotkank M.A. [1 ]
Kudlay D.A. [2 ,3 ]
Zhukova N.G. [1 ]
Matveeva M.V. [1 ]
Tolmachev I.V. [1 ]
机构：
[1] Siberian State Medical University, Russian Ministry of Health, Tomsk
[2] Advanced Training Institute, Russian Federal Medical Biological Agency, Moscow
[3] Institute of Immunology, Russian Federal Medical Biological Agency, Moscow
来源：
Neuroscience and Behavioral Physiology | 2020年 / 50卷 / 9期
关键词：
cognitive impairments; diabetes mellitus; magnetic resonance spectroscopy; prognostic model;
D O I：
10.1007/s11055-020-01015-9
中图分类号：
学科分类号：
摘要：
Objective. TO develop a prognostic model of the development of cognitive impairments in patients with type 1 diabetes mellitus using proton magnetic resonance spectroscopy data. Materials and methods. The study included patients with type 1 diabetes mellitus (DM) and people without DM (control group). Carbohydrate metabolism was assessed in all participants, and all underwent neuropsychological testing (using the MoCA test) and proton magnetic resonance spectroscopy of the brain. Results were analyzed statistically in IBM SPSS Statistics 20.0. The prognostic model was computed by discriminant analysis. Results. Proton magnetic resonance spectroscopy data and discriminant analysis yielded a prognostic model for the development of cognitive impairments in patients with type 1 diabetes mellitus. Conclusions. The method developed here for the early diagnosis of cognitive impairments provides early prognostication of the development of cognitive impairments in patients with type 1 diabetes mellitus and can be used in clinical practice to assess the efficacy of treatment used for the prophylaxis of cognitive impairment. © 2020, Springer Science+Business Media, LLC, part of Springer Nature.
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收藏
页码：1136 / 1139
页数：3
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