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心血管危险因素通过卒中严重程度和先前认知障碍间接影响急性卒中后认知:一个有调节的中介分析。

Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis.

机构信息

Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK.

School of Medicine, Dentistry & Nursing, University of Glasgow, Glasgow, UK.

出版信息

Alzheimers Res Ther. 2020 Jul 16;12(1):85. doi: 10.1186/s13195-020-00653-y.

Abstract

BACKGROUND

Cognitive impairment is an important consequence of stroke and transient ischaemic attack, but its determinants are not fully understood. Simple univariable or multivariable models have not shown clinical utility for predicting cognitive impairment. Cardiovascular risk factors may influence cognition through multiple, direct, and indirect pathways, including effects on prior cognition and stroke severity. Understanding these complex relationships may help clinical teams plan intervention and follow-up strategies.

METHODS

We analysed clinical and demographic data from consecutive patients admitted to an acute stroke ward. Cognitive assessment comprised Abbreviated Mental Test and mini-Montreal Cognitive Assessment. We constructed bias-corrected confidence intervals to test indirect effects of cardiovascular risk factors (hypertension, vascular disease, atrial fibrillation, diabetes mellitus, previous stroke) on cognitive function, mediated through stroke severity and history of dementia, and we assessed moderation effects due to comorbidity.

RESULTS

From 594 eligible patients, we included 587 in the final analysis (age range 26-100; 45% female). Our model explained R = 62.10% of variance in cognitive test scores. We found evidence for an indirect effect of previous stroke that was associated with increased risk of prevalent dementia and in turn predicted poorer cognitive score (estimate = - 0.39; 95% bias-corrected CI, - 0.75 to - 0.13; p = 0.02). Atrial fibrillation was associated with greater stroke severity and in turn with a poorer cognitive score (estimate = - 0.27; 95% bias-corrected CI, - 0.49 to - 0.05; p = 0.02). Conversely, previous TIA predicted decreased stroke severity and, through that, lesser cognitive impairment (estimate = 0.38; 95% bias-corrected CI, 0.08 to 0.75; p = 0.02). Through an association with reduced stroke severity, vascular disease was associated with lesser cognitive impairment, conditional on presence of hypertension and absence of diabetes mellitus (estimate = 0.36; 95% bias-corrected CI, 0.03 to 0.68; p = 0.02), although the modelled interaction effects did not reach statistical significance.

CONCLUSIONS

We have shown that relationships between cardiovascular risk factors and cognition are complex and simple multivariable models may be overly reductionist. Including direct and indirect effects of risk factors, we constructed a model that explained a substantial proportion of variation in cognitive test scores. Models that include multiple paths of influence and interactions could be used to create dementia prognostic tools for use in other healthcare settings.

摘要

背景

认知障碍是中风和短暂性脑缺血发作的重要后果,但其决定因素尚不完全清楚。简单的单变量或多变量模型并未显示出用于预测认知障碍的临床实用性。心血管危险因素可能通过多种直接和间接途径影响认知,包括对先前认知和中风严重程度的影响。了解这些复杂的关系可能有助于临床团队规划干预和随访策略。

方法

我们分析了连续入住急性中风病房的患者的临床和人口统计学数据。认知评估包括简短精神状态测试和迷你蒙特利尔认知评估。我们构建了偏置校正置信区间,以测试心血管危险因素(高血压、血管疾病、房颤、糖尿病、既往中风)通过中风严重程度和痴呆史对认知功能的间接影响,并评估了由于合并症引起的调节作用。

结果

从 594 名符合条件的患者中,我们纳入了 587 名最终分析患者(年龄 26-100 岁;45%为女性)。我们的模型解释了认知测试评分变化的 62.10%。我们发现既往中风的间接影响存在证据,这与更高的痴呆患病率风险相关,进而预测认知评分较差(估计值为-0.39;95%偏置校正置信区间,-0.75 至-0.13;p=0.02)。房颤与中风严重程度增加相关,进而与认知评分较差相关(估计值为-0.27;95%偏置校正置信区间,-0.49 至-0.05;p=0.02)。相反,既往 TIA 预测中风严重程度降低,进而认知障碍减轻(估计值为 0.38;95%偏置校正置信区间,0.08 至 0.75;p=0.02)。通过与中风严重程度降低相关,血管疾病与认知障碍减轻相关,条件是存在高血压且无糖尿病(估计值为 0.36;95%偏置校正置信区间,0.03 至 0.68;p=0.02),尽管模型中的交互效应没有达到统计学意义。

结论

我们已经表明,心血管危险因素与认知之间的关系是复杂的,简单的多变量模型可能过于简化。我们包括了危险因素的直接和间接影响,构建了一个可以解释认知测试评分很大一部分变化的模型。包含多种影响途径和相互作用的模型可以用于为其他医疗保健环境创建痴呆症预后工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93c1/7367370/717cb2972f36/13195_2020_653_Fig1_HTML.jpg

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