Nomogram to Predict Cognitive Dysfunction After a Minor Ischemic Stroke in Hospitalized-Population

医学 冲程(发动机) 接收机工作特性 曲线下面积 多元统计 内科学 列线图 轻微中风 蒙特利尔认知评估 人口 逻辑回归 队列 痴呆 狭窄 疾病 统计 数学 环境卫生 工程类 机械工程
作者
Li Gong,Haichao Wang,Xiaofeng Zhu,Qiong Dong,Qiuyue Yu,Bingjie Mao,Longyan Meng,Yanxin Zhao,Xueyuan Liu
出处
期刊:Frontiers in Aging Neuroscience [Frontiers Media]
卷期号:13: 637363-637363 被引量:24
标识
DOI:10.3389/fnagi.2021.637363
摘要

An easily scoring system to predict the risk of cognitive impairment after minor ischemic stroke has not been available. We aimed to develop and externally validate a nomogram for predicting the probability of post-stroke cognitive impairment (PSCI) among hospitalized population with minor stroke. Moreover, the association of Trimethylamine N-oxide (TMAO) with PSCI is also investigated. We prospectively conducted a developed cohort on collected data in stroke center from June 2017 to February 2018, as well as an external validation cohort between June 2018 and February 2019. The main outcome is cognitive impairment defined as <22 Montreal Cognition Assessment (MoCA) score points 6 – 12 months following a minor stroke onset. Based on multivariate logistic models, the nomogram model was generated. Plasma TMAO levels were assessed at admission using liquid chromatography tandem mass spectrometry. A total of 228 participants completed the follow-up data for generating the nomogram. After multivariate logistic regression, seven variables remained independent predictors of PSCI to compose the nomogram included age, female, Fazekas score, educational level, number of intracranial atherosclerotic stenosis (ICAS), HbA1c, and cortical infarction. The area under the receiver-operating characteristic (AUC-ROC) curve of model was 0.829, C index was good (0.810), and the AUC-ROC of the model applied in validation cohort was 0.812. Plasma TMAO levels were higher in patients with cognitive impairment than in them without cognitive dysfunction (median 4.56 vs. 3.22 μmol/L; p ≤ 0.001). In conclusion, this scoring system is the first nomogram developed and validated in a stroke center cohort for individualized prediction of cognitive impairment after minor stroke. Higher plasma TMAO level at admission suggests a potential marker of PSCI.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
星星完成签到 ,获得积分10
1秒前
SuperbangGGG关注了科研通微信公众号
2秒前
1117发布了新的文献求助10
2秒前
3秒前
wangzhiyong完成签到,获得积分10
4秒前
prof.zhang发布了新的文献求助10
6秒前
西部森林完成签到,获得积分10
7秒前
摇滚谬中庸完成签到 ,获得积分10
7秒前
汉堡包应助等风的人采纳,获得10
7秒前
小肚黄完成签到 ,获得积分10
7秒前
CandyJump完成签到,获得积分10
7秒前
财神爷的小跟班完成签到 ,获得积分10
7秒前
wangzhiyong发布了新的文献求助10
10秒前
11秒前
zjsq完成签到,获得积分10
13秒前
zhanglinfeng完成签到,获得积分10
14秒前
17完成签到,获得积分10
15秒前
yjh123应助LaTeXer采纳,获得10
15秒前
卿霜完成签到 ,获得积分10
17秒前
LYB发布了新的文献求助10
18秒前
Owen应助456qwe采纳,获得10
18秒前
白晓涵完成签到 ,获得积分10
18秒前
会变成光的怪兽完成签到,获得积分10
19秒前
CQ完成签到 ,获得积分10
21秒前
yjt完成签到 ,获得积分10
21秒前
洛城l完成签到,获得积分10
24秒前
hanhou完成签到,获得积分10
25秒前
HH完成签到,获得积分10
30秒前
鱼木完成签到,获得积分10
34秒前
共享精神应助Rener采纳,获得30
37秒前
奕苼完成签到 ,获得积分10
37秒前
yuzhi完成签到,获得积分10
37秒前
华华华发布了新的文献求助10
37秒前
迷人的寒风完成签到,获得积分10
39秒前
所所应助粗暴的涵蕾采纳,获得10
40秒前
carly完成签到 ,获得积分10
44秒前
灵巧的青寒完成签到,获得积分10
45秒前
lizishu应助殷勤的紫槐采纳,获得400
45秒前
甜品芝麻瓜完成签到 ,获得积分10
45秒前
prof.zhang完成签到,获得积分10
46秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
48V Low-voltage Power Distribution Network (PDN) Architecture Industry Report, 2024 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Periodic Report Summary 2 - AFTER (A Framework for electrical power sysTems vulnerability identification, dEfense and Restoration) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7318637
求助须知:如何正确求助?哪些是违规求助? 8934368
关于积分的说明 18938693
捐赠科研通 6977413
什么是DOI,文献DOI怎么找? 3214255
关于科研通互助平台的介绍 2382220
邀请新用户注册赠送积分活动 2193235