Intrinsic functional connectivity differentiates minimally conscious from unresponsive patients
Athena Demertzi1, Georgios Antonopoulos2, Lizette Heine2
11 Coma Science Group, GIGA-Research & Cyclotron Research Centre, University and CHU University Hospital of Liège, Liège, Belgium a.demertzi@ulg.ac.be.
Brain : a Journal of Neurology
|June 29, 2015
Summary
Resting-state fMRI can distinguish patients with disorders of consciousness. The auditory network, particularly auditory-visual crossmodal connectivity, shows high accuracy in differentiating minimally conscious state from vegetative state/unresponsive wakefulness syndrome.
Area of Science:
- Neuroscience
- Clinical Neurology
- Medical Imaging
Background:
- Resting-state functional magnetic resonance imaging (fMRI) shows promise for diagnosing disorders of consciousness (DoC).
- Implementing fMRI on an individualized clinical basis remains a challenge.
- A systems-level approach is needed to assess the clinical relevance of fMRI in DoC.
Purpose of the Study:
- To assess the clinical relevance of resting-state fMRI in patients with DoC using a systems-level approach.
- To investigate the discriminative capacity of functional brain networks in differentiating minimally conscious state (MCS) from vegetative state/unresponsive wakefulness syndrome (VS/UWS).
- To validate the diagnostic utility of fMRI for single-patient diagnostics.
Main Methods:
- Collected data from 73 patients across three clinical centers with DoC (MCS, VS/UWS, coma).
- Investigated functional connectivity in default mode, frontoparietal, salience, auditory, sensorimotor, and visual networks using a multiple-seed correlation approach.
- Employed inferential statistics and machine learning to differentiate MCS from VS/UWS, validating findings with independent datasets.
Main Results:
- All investigated networks demonstrated high discriminative capacity (>80%) between MCS and VS/UWS.
- The auditory network exhibited the highest discriminative power.
- Preserved auditory-visual crossmodal connectivity in the auditory network was identified as a key differentiator, accurately classifying 20 out of 22 independent patients.
Conclusions:
- Resting-state fMRI, particularly focusing on the auditory network and auditory-visual crossmodal connectivity, is clinically relevant for diagnosing DoC.
- Multisensory integration and top-down processing abilities are significant in minimal consciousness.
- This study promotes the clinical utility of resting-state fMRI for single-patient diagnostics in DoC.
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