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Reverse engineering of motor unit discharge in multiple sclerosis reveals heterogeneity of voluntary motor commands

McPherson, L. M.; Lohse, K.; Simon, S. M.; Free, D. B.; Beauchamp, J. A.; Negro, F.; Naismith, R. T.; Cross, A. H.

2026-06-17 neurology
10.64898/2026.06.15.26355613 medRxiv
Show abstract

Central nervous system injury causes motor deficits through derangement of excitatory, inhibitory, and/or neuromodulatory inputs to motoneurons, the three fundamental components of motor commands. Typically, study of pathologic neural control in humans is restricted to only one of the three. Chardon et al. (2024) presented a fundamentally new approach to comprehensively study all components by reverse engineering motor unit firing patterns. We apply their framework to motor unit firing patterns from 89 people with multiple sclerosis (MS) and 34 controls to study excitatory, inhibitory, and neuromodulatory contributions to pathologic motor output. Disruptions to all components are plausible in MS, a disease hallmarked by heterogeneity in nearly all aspects. Accordingly, we found abnormalities in MS for all three components. Notably, neuromodulation included both high and low extremes. Our results suggest that pathophysiology of motor commands in MS varies among patients, a finding fundamentally different from other studied populations showing relative consistency.

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