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

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 ma...

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Main Authors: Bogna A. Drozdowska, Emma Elliott, Martin Taylor-Rowan, Robert C. Shaw, Gillian Cuthbertson, Peter Langhorne, Terence J. Quinn
Format: Article
Language:English
Published: BMC 2020-07-01
Series:Alzheimer’s Research & Therapy
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13195-020-00653-y
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spelling doaj-1d643ff247214123b5b10a65d40b2f362020-11-25T03:13:09ZengBMCAlzheimer’s Research & Therapy1758-91932020-07-0112111010.1186/s13195-020-00653-yCardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysisBogna A. Drozdowska0Emma Elliott1Martin Taylor-Rowan2Robert C. Shaw3Gillian Cuthbertson4Peter Langhorne5Terence J. Quinn6Institute of Cardiovascular and Medical Sciences, University of GlasgowInstitute of Cardiovascular and Medical Sciences, University of GlasgowInstitute of Cardiovascular and Medical Sciences, University of GlasgowInstitute of Cardiovascular and Medical Sciences, University of GlasgowSchool of Medicine, Dentistry & Nursing, University of GlasgowInstitute of Cardiovascular and Medical Sciences, University of GlasgowInstitute of Cardiovascular and Medical Sciences, University of GlasgowAbstract 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 2 = 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.http://link.springer.com/article/10.1186/s13195-020-00653-yStrokeCognitionCardiovascular risk factorsDementiaMediationModeration
collection DOAJ
language English
format Article
sources DOAJ
author Bogna A. Drozdowska
Emma Elliott
Martin Taylor-Rowan
Robert C. Shaw
Gillian Cuthbertson
Peter Langhorne
Terence J. Quinn
spellingShingle Bogna A. Drozdowska
Emma Elliott
Martin Taylor-Rowan
Robert C. Shaw
Gillian Cuthbertson
Peter Langhorne
Terence J. Quinn
Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
Alzheimer’s Research & Therapy
Stroke
Cognition
Cardiovascular risk factors
Dementia
Mediation
Moderation
author_facet Bogna A. Drozdowska
Emma Elliott
Martin Taylor-Rowan
Robert C. Shaw
Gillian Cuthbertson
Peter Langhorne
Terence J. Quinn
author_sort Bogna A. Drozdowska
title Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
title_short Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
title_full Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
title_fullStr Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
title_full_unstemmed Cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
title_sort cardiovascular risk factors indirectly affect acute post-stroke cognition through stroke severity and prior cognitive impairment: a moderated mediation analysis
publisher BMC
series Alzheimer’s Research & Therapy
issn 1758-9193
publishDate 2020-07-01
description 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 2 = 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.
topic Stroke
Cognition
Cardiovascular risk factors
Dementia
Mediation
Moderation
url http://link.springer.com/article/10.1186/s13195-020-00653-y
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