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Motor Dual-Tasks for Gait Analysis and Evaluation in Post-Stroke Patients
Published on: March 11, 2021
Short-term Trajectories of Poststroke Cognitive Function: A STROKOG Collaboration Study
Jessica W Lo1, John D Crawford2, David W Desmond2
1From the Centre for Healthy Brain Ageing (CHeBA) (J.W.L., J.D.C., H.B., D.M.L., B.C.P.L., P.S.S.), UNSW, Sydney, Australia; No affiliation (D.W.D.); Department of Neurology (H.-J.B.), Seoul National University School of Medicine, Seoul National University Bundang Hospital, Seongnam; Department of Neurology (J.-S.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea; Department of Neurology and Laboratory of Functional Neurosciences (O.G., M.R.), University Hospital of Amiens, France; Department of Psychiatry and Neuropsychology (S.K., F.V.), School for Mental Health and Neuroscience (MHeNs), Alzheimer Center Limburg, Maastricht University; Department of Neurology (J.S.), School for Cardiovascular diseases (CARIM), Maastricht University Medical Center (MUMC+), the Netherlands; Memory Aging and Cognition Centre (C.C., X.X., E.J.C.), Departments of Pharmacology and Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore; The Second Affiliated Hospital and School of Public Health (X.X.), Zhejiang University School of Medicine, Hangzhou, China; National Neuroscience Institute (N.K.); Duke-NUS Medical School (N.K.), Singapore; University of Lille (R.B., T.D., A.-M.M.), Inserm, CHU de Lille, Lille Neuroscience and Cognition, France; Dementia Collaborative Research Centre (H.B., P.S.S.), UNSW Medicine, UNSW, Sydney, Australia; Clinic of Neurology (L.T., S.M.), UH "Alexandrovska," Medical University-Sofia; and Kaneff University Hospital (N.P.), Ruse, Bulgaria. jessica.lo@unsw.edu.au.
Background And Objectives:
Past studies on poststroke cognitive function have focused on the average performance or change over time, but few have investigated patterns of cognitive trajectories after stroke. This project used latent class growth analysis (LCGA) to identify clusters of patients with similar patterns of cognition scores over the first-year poststroke and the extent to which long-term cognitive outcome is predicted by the clusters ("trajectory groups").
Methods:
Data were sought from the Stroke and Cognition consortium. LCGA was used to identify clusters of trajectories based on standardized global cognition scores at baseline (T1) and at the 1-year follow-up (T2). One-step individual participant data meta-analysis was used to examine risk factors for trajectory groups and association of trajectory groups with cognition at the long-term follow-up (T3).
Results:
Nine hospital-based stroke cohorts with 1,149 patients (63% male; mean age 66.4 years [SD 11.0]) were included. The median time assessed at T1 was 3.6 months poststroke, 1.0 year at T2, and 3.2 years at T3. LCGA identified 3 trajectory groups, which were characterized by different mean levels of cognition scores at T1 (low-performance, -3.27 SD [0.94], 17%; medium-performance, -1.23 SD [0.68], 48%; and high-performance, 0.71 SD [0.77], 35%). There was significant improvement in cognition for the high-performance group (0.22 SD per year, 95% CI 0.07-0.36), but changes for the low-performance and medium-performance groups were not significant (-0.10 SD per year, 95% CI -0.33 to 0.13; 0.11 SD per year, 95% CI -0.08 to 0.24, respectively). Factors associated with the low- (vs high-) performance group include age (relative risk ratio [RRR] 1.18, 95% CI 1.14-1.23), years of education (RRR 0.61, 95% CI 0.56-0.67), diabetes (RRR 3.78, 95% CI 2.08-6.88), large artery vs small vessel strokes (RRR 2.77, 95% CI 1.32-5.83), and moderate/severe strokes (RRR 3.17, 95% CI 1.42-7.08). Trajectory groups were predictive of global cognition at T3, but its predictive power was comparable with scores at T1.
Discussion:
The trajectory of cognitive function over the first-year poststroke is heterogenous. Baseline cognitive function ∼3.6 months poststroke is a good predictor of long-term cognitive outcome. Older age, lower levels of education, diabetes, large artery strokes, and greater stroke severity are risk factors for lower cognitive performance over the first year.
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