This is still useless since you're predicting stuff rather than delivering EXACT REHAB PROTOCOLS!
Association of Dual-Task Gait Cost and White Matter Hyperintensity Burden Poststroke: Results From the ONDRI
Abstract
Background
Acute
change in gait speed while performing a mental task [dual-task gait
cost (DTC)], and hyperintensity magnetic resonance imaging signals in
white matter are both important disability predictors in older
individuals with history of stroke (poststroke). It is still unclear,
however, whether DTC is associated with overall hyperintensity volume
from specific major brain regions in poststroke.
Methods
This
is a cohort study with a total of 123 older (69 ± 7 years of age)
participants with history of stroke were included from the Ontario
Neurodegenerative Disease Research Initiative. Participants were
clinically assessed and had gait performance assessed under single- and
dual-task conditions. Structural neuroimaging data were analyzed to
measure both, white matter hyperintensity (WMH) and normal appearing
volumes. Percentage of WMH volume in frontal, parietal, occipital, and
temporal lobes as well as subcortical hyperintensities in basal
ganglia + thalamus were the main outcomes. Multivariate models
investigated associations between DTC and hyperintensity volumes,
adjusted for age, sex, years of education, global cognition, vascular
risk factors, APOE4 genotype, residual sensorimotor symptoms from
previous stroke and brain volume.
Results
There was a significant positive global linear association between DTC and hyperintensity burden (adjusted Wilks’ λ = .87, P = .01).
Amongst all WMH volumes, hyperintensity burden from basal
ganglia + thalamus provided the most significant contribution to the
global association (adjusted β = .008, η2 = .03; P = .04), independently of brain atrophy.
Conclusions
In
poststroke, increased DTC may be an indicator of larger white matter
damages, specifically in subcortical regions, which can potentially
affect the overall cognitive processing and decrease gait automaticity
by increasing the cortical control over patients’ locomotion.
Introduction
Mobility
and cognitive impairments co-exist and have intertwined relationships
in patients who experience vascular white matter lesions caused by a
stroke.1
Current theoretical framework suggests that mobility and cognition
share common brain networks that may be damaged by cerebrovascular
disease.2 Dual-task gait cost (DTC), or the acute change in gait performance when simultaneously performing a mental task,3,4 was found to be higher in individuals with cognitive and motor syndromes. Furthermore, DTC is a predictor of motor5,6 and cognitive7,8 disabilities in individuals with history of stroke (poststroke) and accelerated brain degeneration.10-12
However, there is insufficient evidence of an independent association
between DTC and hyperintensity signals (white matter lesions),13 particularly regarding its location, in Poststroke.
Increased DTC has been related to reduced cognitive5,6,14 and neural efficiency15
in frontal lobe regions in poststroke. A recent study, in healthy older
adults, suggested that global microstructural white matter defects
mediates the relationship between neural efficiency in prefrontal cortex
and dual-task gait performance.16 White matter lesions are expected to reduce processing speed17
which consequently may affect the ability to walk and talk due to
increased processing demands for task switching, as suggested by
previous studies in Poststroke.6,14
White matter hyperintensity (WMH) is a typical macrostructural brain
tissue alteration, detected with magnetic resonance imaging, in
poststroke,11,12,18-22 and a strong predictor of fast progression to dementias,18-21 particularly when concentrated in the frontal lobe.11,12,22
Previous studies in older adults also have found global association
between slow gait performance under dual-task conditions and larger WMH
volumes and mostly focused on cortical regions.23,24
Notably, the investigation on the association between WMH burden in the
parietal, occipital, temporal lobes and gait performance have been
neglected, although pathology in these cortical regions can be directly
or indirectly linked with mobility impairments.25
Moreover, despite subcortical regions, including basal ganglia and
thalamus be known for its strong involvement with
subconscious/well-learnt/automatic sensorimotor processing,26-28
studies also have shown that these subcortical regions are important to
support cognitive processes occurring in frontal lobe regions during
complex goal-directed actions.26,27,29
Hence, an independent association between subcortical WMH burden and
increased DTC would suggest increased cognitive load for gait control
driven by subcortical dysfunction (ie, decreased motor automaticity).
However, it is unknown whether and how WMH burden in these regions would
be associated with gait and DTC.
We
hypothesize that increased DTC (ie, percentage of gait slowing from
single- to dual-task testing conditions), will be cross-sectionally
associated with larger WMH volumes in cortical and subcortical regions
while controlling associations for potential confounders including
atrophy.30
It is expected that increased DTC will be globally associated with
larger WMH burden with greater contributions from aforementioned brain
regions closely involved with complex thinking and sensorimotor
processing for gait control. Importantly, because brain atrophy is quite
prevalent in poststroke31 and strongly linked with worse gait performance in individuals with cerebrovascular disease,30
we also tested whether the normal appearing volumes would mediate the
expected association between DTC and WMH. To test these hypotheses, we
examined the cerebrovascular disease (CVD) cohort from the Ontario
Neurodegenerative Disease Research Initiative (ONDRI),32 which is exclusively composed by patients with clinically confirmed history of stroke.
More at link.
No comments:
Post a Comment