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A Rat Model of Central Fatigue Using a Modified Multiple Platform Method
Published on: August 14, 2018
Fatigue in multiple sclerosis is associated with multimodal interoceptive abnormalities.
Cecilia Gonzalez Campo1, Paula C Salamone1, Nicolás Rodríguez-Arriagada2
1Institute of Translational and Cognitive Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina/Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Translational and Cognitive Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina/National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina.
Fatigue in multiple sclerosis (MS) is linked to altered interoception, affecting brain structure and function. These neurocognitive disruptions serve as a key indicator for MS-related fatigue.
Area of Science:
- Neuroscience
- Medical Imaging
- Clinical Psychology
Background:
- Fatigue is a prevalent and debilitating symptom in multiple sclerosis (MS).
- Previous theories suggest a link between MS fatigue and interoceptive mechanism alterations.
- Empirical validation of this hypothesis was lacking.
Purpose of the Study:
- To investigate the association between fatigue in MS patients and disruptions in the interoceptive domain.
- To identify specific behavioral, structural, and functional interoceptive changes related to MS fatigue.
Main Methods:
- Fatigue assessed using the Modified Fatigue Impact Scale.
- Interoception measured via heartbeat detection task.
- Brain structure and function evaluated using MRI and resting-state fMRI.
- Machine learning used for classification.
Main Results:
- Fatigued MS patients showed reduced interoceptive accuracy, decreased gray matter volume, and increased functional connectivity in interoceptive regions (insula, anterior cingulate cortex).
- These alterations positively correlated with fatigue severity.
- Machine learning models accurately distinguished fatigued MS patients (>90% AUC).
Conclusions:
- Neurocognitive disruptions in interoception are strongly associated with fatigue in MS.
- These findings suggest interoceptive alterations may be a signature of MS-related fatigue.
- This research provides novel insights into the pathophysiology of MS fatigue.
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