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Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive
Bogna A Drozdowska1, Emma Elliott2, Martin Taylor-Rowan2
1Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK. b.drozdowska.1@research.gla.ac.uk.
Insights
Cardiovascular risk factors significantly impact cognitive function after stroke. Previous stroke and atrial fibrillation worsen cognition, while TIA and vascular disease may improve it, highlighting complex relationships.
Area of Science:
- Neurology
- Cardiology
- Gerontology
Background:
- Cognitive impairment is a common stroke complication with unclear causes.
- Simple models fail to predict cognitive decline post-stroke.
- Cardiovascular risk factors (CVRFs) influence cognition through direct and indirect pathways.
Purpose of the Study:
- To investigate the complex relationships between CVRFs and cognitive function after stroke.
- To identify direct and indirect pathways through which CVRFs affect cognition.
- To develop a predictive model for cognitive impairment in stroke patients.
Main Methods:
- Analysis of clinical and demographic data from 587 acute stroke patients.
- Cognitive assessment using Abbreviated Mental Test and mini-Montreal Cognitive Assessment.
- Statistical modeling to test indirect effects of CVRFs (hypertension, vascular disease, atrial fibrillation, diabetes, prior stroke) on cognition, mediated by stroke severity and dementia history.
Main Results:
- The model explained 62.10% of the variance in cognitive scores.
- Previous stroke increased dementia risk, leading to poorer cognition (estimate = -0.39).
- Atrial fibrillation worsened stroke severity and cognition (estimate = -0.27).
- Previous TIA improved cognition by reducing stroke severity (estimate = 0.38).
- Vascular disease reduced cognitive impairment via reduced stroke severity under specific conditions (estimate = 0.36).
Conclusions:
- Complex relationships exist between CVRFs and cognitive function post-stroke.
- Multivariable models are insufficient; a comprehensive model including direct/indirect effects is needed.
- This model can inform the development of dementia prognostic tools for clinical use.
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 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.
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.
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