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

机译:心血管危险因素通过中风严重程度和先前的认知障碍间接影响急性卒中后认知:患有次要调解分析

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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. 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. From 594 eligible patients, we included 587 in the final analysis (age range 26–100; 45% female). Our model explained R2?=?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. 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.
机译:认知障碍是中风和短暂性缺血性攻击的重要结果,但其决定因素尚未完全明白。简单的单变或多变量的型号未显示用于预测认知障碍的临床效用。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计划干预和后续战略。我们分析了连续患者入院的临床和人口统计数据。认知评估包括缩写的心理测试和迷你蒙特利尔认知评估。我们构建了偏转置信区间,以测试心血管危险因素(高血压,血管疾病,心房颤动,糖尿病,糖尿病,先前中风)对认知功能的间接影响,介导的痴呆症的严重程度和历史介导,我们评估了促进效应合并症。从594名符合条件的患者,我们在最终分析中包括587名(年龄范围26-100;雌性)。我们的模型解释了R2?=?62.10%的认知测试分数方差。我们发现先前卒中间接效应的证据与普遍痴呆的风险增加,又预测认知得分较差(估计?= ??? 0.39; 95%偏压CI,0.75至约0.13; p?= 0.02)。心房颤动与更大的中风严重程度相关,并且又具有较差的认知得分(估计?= ??? 0.27; 95%偏置CI,0.49至约0.05; p?= 0.02)。相反,以前的TIA预测卒中严重程度下降,并通过较小的认知障碍(估计?= 0.38; 95%偏压CI,0.08至0.75; p?= 0.02)。通过卒中严重程度的关联,血管疾病与较小的认知障碍有关,条件是在高血压存在下存在,并且缺乏糖尿病(估计?= 0.36; 95%偏压CI,0.03至0.68; p?= 0.02 ),尽管建模的相互作用效应没有达到统计学意义。我们已经表明,心血管危险因素和认知之间的关系是复杂的,简单的多变量模型可能会过度降低。包括危险因素的直接和间接影响,我们构建了一种模型,该模型解释了认知测试评分的大量变化。包括多种影响路径和交互路径的模型可用于创建用于其他医疗保健设置的痴呆症预后工具。

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