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De Doncker, W.

Publications and source records attributed to De Doncker, W..

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Post-stroke fatigue as a disorder of uncoupled agency: an exploration of predictive and postdictive mechanisms.

Post-stroke fatigue is a common and disabling consequence of stroke, defined by a chronically elevated sense of effort during voluntary action that is disproportionate to any objective motor impairment. The sensory attenuation framework proposes that this effort distortion reflects reduced but not abolished gain on descending motor predictions. Because the same gain is thought to underlie agency, the framework predicts that in post-stroke fatigue peripheral sensory attenuation should be preserved, the cortical predictive signal should be disrupted, and postdictive integration should be amplified. We tested these predictions using two implicit measures of agency probing distinct levels of the sensorimotor hierarchy. Data were drawn from two independent cross-sectional studies of stroke survivors ([≥]3 months post-stroke), classified as high (Fatigue Severity Scale-7 [≥] 5) or low fatigue. A force matching task, indexing peripheral forward-model attenuation, was analysed in 40 patients (30 low-fatigue, 10 high-fatigue) and 24 healthy controls. An intentional binding paradigm with concurrent EEG, indexing the cortical predictive (readiness potential) and postdictive (outcome binding) components of agency, was completed by 23 patients (15 low-fatigue, 8 high-fatigue), of whom 17 yielded analysable EEG. Mixed-effects models were the primary framework, with fatigue group as the principal predictor, anxiety and depression as covariates, and robustness assessed via permutation, leave-one-out, Bayesian and equivalence analyses. Sensory attenuation was robust (n = 64) and unmodulated by fatigue, with the smallest detectable interaction small relative to mean attenuation. Outcome binding was selectively amplified in high-fatigue patients, showing temporal compression 2.5-fold greater than low-fatigue patients (72.0 vs 28.6 ms), whereas action binding was unmodulated (three-way interaction P = 0.007). The readiness potential showed canonical agency-related enhancement in low-fatigue but not high-fatigue patients (interaction P = 0.0002, robust to permutation, leave-one-out and Bayesian analyses), though the high-fatigue finding (n = 5) is preliminary. A direct test of predictive-postdictive uncoupling in the 17 patients with both measures was non-significant; uncoupling is therefore advanced as a working hypothesis, not an established finding. All effects were robust to mood adjustment. These findings are consistent with preserved peripheral attenuation, a disrupted cortical predictive signal, and amplified postdictive integration in post-stroke fatigue, compatible with a single upstream reduction in descending predictive gain and, tentatively, a shift from diminished to uncoupled agency. This differs from the peripheral-attenuation failure of schizophrenia and functional movement disorders, suggesting an intermediate position within the agency-disorder spectrum, and points to the cortical predictive layer as a candidate target for future work.

neuroscience↗

Diminished distractor filtering with increased perceptual load and sustained effort explains attention deficit in post-stroke fatigue

ObjectivesPost-stroke fatigue (PSF) is a prevalent symptom associated with attention deficits. However, it is currently unclear what drives these. Here we applied Load Theory of Attention to investigate the role of perceptual load in the relationship between attention, distraction, and fatigue levels in PSF. MethodsThirty-two chronic stroke survivors performed a selective attention task under different perceptual load levels. Neural responses to targets and distractors were measured with frequency-tagged EEG responses. ResultsWe showed that Fatigue Severity Scale-7 (FSS-7) scores are predictive of slower responses, irrespective of the task level of perceptual load. Although average distractor frequency (10Hz) power was reduced with higher perceptual load, the reduction in 10Hz power with increasing task load, was smaller in those with higher FSS-7 scores. Higher FSS-7 scores were also associated with increased 10Hz distractor response as time progressed, both within task-trials and across the experiment duration. ConclusionThe results are consistent with previous reports of slower processing speed and sustained selective attention deficits. Importantly they demonstrate that higher fatigue severity is associated with a reduced ability to suppress neural response to irrelevant distractors stimuli when the task demands more attention due to its increased perceptual load. An account for attention deficit in PSF based on a distractor filtering deficit that emerges with increased perceptual load and sustained effort can explain a myriad of PSF symptoms (e.g. sensory perceptual overload, and difficulties to concentrate). Key messagesO_LIWhat is already known on this topic [tpltrtarr]Post-stroke fatigue involves mental fatigue which is exacerbated in cognitively demanding task, as well as difficulties in concentrating and sustaining attention on a task. [tpltrtarr]However previous research has not converged on a clear account of the nature of attention deficits in post-stroke fatigue, as well as on how these relate to the level of perceptual demand in a cognitive task C_LIO_LIWhat this study adds [tpltrtarr]The study suggests that attention deficits in post-stroke fatigue are attributed to a failure to attenuate neural responses to distractors with increased perceptual load in the task, as well as with increased demands on sustained attention with a longer task engagement [tpltrtarr]This pattern points to a distractor filtering deficit that is magnified by perceptual load and sustained mental effort as main drivers of attention deficits in post-stroke fatigue How this study might affect research, practice or policy [tpltrtarr]This study enhances our understanding of attentional deficit in post-stroke fatigue, within an integrative account that explains mental fatigue symptomology C_LI

neuroscience↗

The Cocktail Party Effect in Post-Stroke Fatigue: an EEG study

ObjectiveIncreasing perceptual load alters behavioural outcomes in post-stroke fatigue. While the effect of perceptual load on top-down attentional processing is known, here we investigate if increasing perceptual load modulates bottom-up attentional processing in a fatigue dependent manner. MethodsIn this cross-sectional observational study, in twenty-nine first-time non-depressed stroke survivors, an auditory oddball task consisting of target, standard and novel tones was performed in conditions of low and high perceptual load. Electroencephalography was used to measure auditory evoked potentials. Perceived effort was rated using the visual analog scale at regular intervals during the experiment. Fatigue was measured using the fatigue severity scale. The effect of fatigue and perceptual load on behaviour (response time, accuracy, and effort rating) and auditory evoked potentials (amplitude and latency) was examined using mixed model ANOVAS. ResultsResponse time was prolonged with greater perceptual load and fatigue. There was no effect of load or fatigue on accuracy. Greater effort was reported with higher perceptual load both in high and low fatigue. p300a amplitude of auditory evoked potentials (AEP) for novel stimuli was attenuated in high fatigue with increasing load when compared to low fatigue. Latency of p300a was longer in low fatigue with increasing load when compared to high fatigue. There were no effects on p300b components, with smaller N100 in high load conditions. InterpretationHigh fatigue specific modulation of p300a component of AEP with increasing load is indicative of distractor driven alteration in orienting response, suggestive of compromise in bottom-up selective attention in post-stroke fatigue.

neuroscience↗

Electroencephalography-derived functional connectivity in sensorimotor networks in Stroke and Multiple Sclerosis Fatigue

A common mechanism of altered sensory processing is the basis of chronic fatigue in neurological disorders. Here we test the hypothesis Altered connectivity in sensory networks underlies chronic fatigue in stroke and multiple sclerosis. In 46 non-depressed, minimally impaired stroke survivors (n=29) and multiple sclerosis patients (n=17), median disease duration of 5 years, resting state neuronal activity was measured using 64-channel electroencephalography. Graph theory-based network analysis measure of functional connectivity (small-world index) was calculated in right and left motor (Brodmann areas 4, 6, 8, 9, 24 and 32) and somatosensory (Brodmann areas 1, 2, 3, 5, 7, 40 and 43) networks, in 5 frequency bands: delta, theta, alpha, beta and gamma. Fatigue was measured using Fatigue Severity Scale (Stroke) and modified Fatigue Impact Scale (MS), with scores of >4 (FSS) and >38 (mFIS), defined as high fatigue. Both stroke survivors and multiple sclerosis patients with high fatigue showed significantly more small-worldness in the right sensory networks in the beta band frequency. Additionally, only in stroke survivors with high fatigue, there was decreased small-worldness in the left motor network in the delta and theta bands. Altered sensory network connectivity is common to both stroke and MS fatigue, indicating impaired sensory processing as a disease-independent mechanism of chronic fatigue in neurological conditions. Furthermore, such difference in functional connectivity emerges in beta band activity, further strengthening the idea of altered sensorimotor processing as the basis of chronic neurological fatigue.

neuroscience↗

Role of left motor cortex in post-stroke fatigue: a corticospinal excitability study

BackgroundThe neural mechanisms that underlie post-stroke fatigue are poorly understood. Previous work show an inverse relationship between motor cortex excitability and post-stroke fatigue, however, it is unclear if the side of lesion influences this relationship. The left hemisphere plays a dominant role in motor control, therefore we hypothesised that left hemisphere strokes are more likely to show a significant inverse relationship between corticospinal excitability and fatigue. MethodsResting motor threshold (measure of corticospinal excitability) using transcranial magnetic stimulation was measured in the affected hemisphere of 98 stroke survivors. Fatigue was measured using the fatigue severity scale. The effect of fatigue and hemisphere affected on corticospinal excitability was analysed using a multiple linear regression. ResultsA multiple linear regression with trait fatigue as the outcome variable (F(4,93)=12.04, p < 0.001, adj R2 = 0.313) revealed that RMT was not a significant predictor of FSS-7 ({beta} = -0.063, p = 0.706, CI[-0.394, 0.268]), while the interaction between lesioned hemisphere and RMT was a significant predictor of FSS-7 ({beta} = 0.339, p = 0.039, CI[0.018, 0.659]). The additional explanatory variables of HADSDepression and sex were also significant predictors of FSS-7 ({beta} = 903, p < 0.001, CI[0.584, 1.223] and {beta} = 1.127, p = 0.002, CI[0.425, 1.830] respectively). ConclusionLower corticospinal excitability of the left hemisphere may indicate altered perception of effort and reduced sensory attenuation. This provides evidence to support the sensory attenuation model of fatigue.

neuroscience↗

Influence of fatigue on reaction times and corticospinal excitability during movement preparation

Slower self-selected ballistic movement speeds and reduced corticospinal excitability at rest are associated with post-stroke fatigue (PSF). It is unclear if fatigue-related differences in corticospinal excitability, measured using transcranial magnetic stimulation, prior to a movement will explain slower movement speeds. We hypothesized that the levels of PSF explains the modulation of corticospinal excitability during movement preparation and altered behaviour. In this study, 73 non-depressed, high functioning, chronic, first-time stroke survivors performed a simple warned and unwarned auditory reaction time task. We show a reduced suppression of corticospinal excitability during movement preparation, an increased facilitation immediately prior to movement onset and slower reaction times in those with greater levels of PSF. Reduced suppression and increased facilitation of corticospinal excitability prior to movement onset in high fatigue is an indicator of poor modulation of pre-movement excitability which may in turn reflect poor sensory processing, supporting the sensory attenuation model of fatigue.

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