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Eye-Tracking Control to Assess Cognitive Functions in Patients with Amyotrophic Lateral Sclerosis
Published on: October 13, 2016
The two-year progression of structural and functional cerebral MRI in amyotrophic lateral sclerosis
R A L Menke1, M Proudfoot2, K Talbot2
1Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences University of Oxford, Oxford, UK; Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
Abstract:
MRI has emerged as one of several urgently needed candidate disease progression biomarkers for the neurodegenerative disorder amyotrophic lateral sclerosis (ALS), not least due to its unique ability to non-invasively assess structural and functional cerebral pathology. We sought to identify the extent of detectable change in cerebral MRI metrics over a more prolonged period. Analysis of multi-modal MRI data was performed in a cohort of sixteen patients (13 ALS and 3 with primary lateral sclerosis) in whom it was possible to acquire six-monthly images over two years. Structural brain changes were assessed using voxel-based morphometry of grey matter and shape analysis of sub-cortical grey matter structures, tract-based spatial statistics of diffusion tensor imaging (DTI) metrics optimized for longitudinal analysis in the white matter, as well as whole brain voxel-wise statistics of DTI metrics. Changes in resting state functional MRI (rs-fMRI) were investigated via independent component and dual regression analyses of functional connectivity (FC), controlled for confounding effects of grey matter decline. Both linear changes with time and brain changes correlated with revised ALS functional rating score (ALSFRS-R) decline were studied. Widespread and progressive reductions in grey matter were observed in the precentral gyri and posterior cingulate cortex, as well as progressive local atrophy of the thalamus, caudate, and pallidum bilaterally, and right putamen, hippocampus and amygdala. The most prominent DTI tract-based changes were in the superior longitudinal fasciculi and corpus callosum. More widespread areas of DTI changes included the thalami and caudate nuclei, hippocampi and parahippocampal gyri, insular cortices, anterior and posterior cingulate gyri, frontal operculum and cerebellum. FC decreases were noted between the sensorimotor resting state network and the frontal pole, between a network comprising both thalami and an area in the visual cortex, in relation to both time from baseline and ALSFRS-R decline. FC increases between the left primary motor cortex and left fronto-parietal network were seen for both statistical approaches. A longer period of follow-up, though necessarily involving more slowly-progressive cases, demonstrated widespread changes in both grey and white matter structural MRI measures. The mixed picture of regional decreases and increases in FC is compatible with compensatory change, in what should be viewed as a brain-based disease characterised by larger-scale disintegration of motor and frontal projection cerebral networks.
Insights
This study tracked brain changes in amyotrophic lateral sclerosis (ALS) patients over two years using MRI. It found progressive grey and white matter loss, alongside altered functional connectivity, highlighting ALS as a widespread brain disorder.
Area of Science:
- Neuroimaging
- Neurodegenerative Diseases
- Biomarker Discovery
Background:
- Amyotrophic lateral sclerosis (ALS) requires reliable biomarkers for disease progression monitoring.
- Magnetic Resonance Imaging (MRI) offers non-invasive assessment of cerebral pathology.
- Longitudinal studies are crucial for understanding the temporal dynamics of ALS-related brain changes.
Purpose of the Study:
- To quantify the extent and progression of cerebral MRI metric changes over a two-year period in ALS patients.
- To correlate these brain changes with disease severity, specifically the ALS Functional Rating Scale-Revised (ALSFRS-R) decline.
- To investigate both structural and functional brain alterations using multi-modal MRI techniques.
Main Methods:
- Analysis of multi-modal MRI data (structural, diffusion tensor imaging, resting-state fMRI) from 16 patients (13 ALS, 3 primary lateral sclerosis) over two years.
- Voxel-based morphometry for grey matter, shape analysis for sub-cortical structures, and tract-based spatial statistics for white matter integrity.
- Independent component and dual regression analyses for functional connectivity (FC) changes, controlling for grey matter atrophy.
Main Results:
- Progressive grey matter reduction observed in precentral gyri, posterior cingulate cortex, thalamus, caudate, pallidum, putamen, hippocampus, and amygdala.
- Significant white matter changes detected in superior longitudinal fasciculi and corpus callosum, with widespread DTI alterations across various brain regions.
- Functional connectivity alterations included decreases between sensorimotor networks and frontal pole, and increases between motor cortex and fronto-parietal networks, correlating with disease progression.
Conclusions:
- Prolonged MRI follow-up reveals widespread progressive structural changes in both grey and white matter in ALS.
- Observed alterations in functional connectivity suggest a complex interplay of network disintegration and potential compensatory mechanisms.
- These findings support the view of ALS as a brain-based disorder characterized by large-scale network disintegration affecting motor and frontal pathways.
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