The composition of motor recovery revealed by syllable-level behavioral analysis after spinal cord injury
Jaclyn T. EisdorferiD, Sherry LiniD, Joshua K. ThackrayiD, Thomas TheisiD, Ana Laura VivinettoiD, Olisemeka OputaiD, Hannah D. Nacht, A MartíneziD, Monica TschangiD, Malaika MahmoodiD, Ashley TuckeriD, Carolin RuveniD, Shailee Pusuloori, Lance Zmoyro, Megan V. PhuiD, Derin V. Birch, Suneel KumariD, Melitta SchachneriD, Vibhu SahniiD, Phillip G. PopovichiD, Adam R. FergusoniD, Dana M. McTigueiD, Vicki M. TysselingiD, Jennifer N. DuliniD, Edmund R Hollis IIiD, , Victoria E. AbrairaiD
Abstract
The brain-spinal cord axis generates movement by assembling motor primitives into coordinated sequences. Spinal cord injury (SCI) disrupts this neuroaxis, impairing not only locomotion, but the full repertoire of behavior. Traditional scales for quantifying recovery collapse this complexity into predefined locomotor-focused criteria that obscure heterogeneity in recovery. To quantify the full behavioral repertoire following SCI, we adapted motion sequencing (MoSeq) to identify sub-second behavioral "syllables" and capture their usage and sequential organization without predefined features. We identified biomechanically distinct variants within syllable classes that are shared across injury severities and found that recovery is jointly structured by injury severity and individual mouse identity. Changes in sequences, however, unfold along a conserved temporal trajectory. By compressing behavior into a single metric, we uncovered clusters of coevolving locomotor and non-locomotor behaviors. These results frame SCI recovery with repertoire-level changes, where adaptive strategies emerge from constrained access to motor primitives and their sequences.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Unbiased Quantification of Persistent Postural and Motor Deficits Following Spinal Cord Injury in Mice
Sarah S. Jobbins, Vihaan Pande, … Helen C. Lai·PLoS ONEPeer-reviewed·Mar 6, 2026
- Spinal rotational dynamics orchestrate locomotor recovery
Julian Colard, Jonathan Harnie, … Alain Frigon·bioRxiv·Aug 21, 2026
- Treadmill step training promotes corticospinal tract plasticity after incomplete spinal cord injury
Jaclyn T. Eisdorfer, Hannah D. Nacht, … Victoria E. Abraira·bioRxiv·Oct 14, 2024
- Muscle-specific motor unit firing characteristics in elbow flexors and extensors after cervical spinal cord injury
Alex T. Benedetto, Sophia T. Jenz, … Gregory E. P. Pearcey·bioRxiv·Jun 8, 2026
- Reorganization of spinal neural connectivity following recovery after thoracic spinal cord injury: insights from computational modelling
Natalia A. Shevtsova, Andrew B. Lockhart, … Simon M. Danner·bioRxiv·May 17, 2025
- Global disinhibition and corticospinal plasticity for drastic recovery after spinal cord injury
Reona Yamaguchi, Satoko Ueno, … Tadashi Isa·bioRxiv·Mar 15, 2023