Axial MRI biomarkers of spinal cord damage to predict future walking and motor function: a retrospective study

Andrew C. Smith, Stephanie R. Albin, Denise R. O’Dell, Jeffrey C. Berliner, David Dungan, Mitch Sevigny, Christina Draganich, James M. Elliott, Kenneth A. Weber

Research output: Contribution to journalArticlepeer-review

13 Scopus citations


Study design: Retrospective. Objectives: Primary: to assess if axial damage ratios are predictors of future walking after spinal cord injury (SCI), and if they add any predictive value if initial neurological impairment grades are available. Secondary: to determine if lateral spinal cord regions are predictors of future lower extremity motor scores (LEMS). Setting: University/hospital. Methods: Axial T2-weighted MRIs were used. Axial damage ratios and non-damaged lateral cord volumes were calculated. Each participant answered at 1 year after SCI, “Are you able to walk for 150 feet? (45.72 meters)” For the secondary aim, right and left LEMS were used. Results: In total, 145 participants were selected. Individuals that could walk had smaller ratios than those that were unable. Walking and axial damage ratios were negatively correlated. A 0.374 ratio cut-off showed optimal sensitivity/specificity. When initial neurological grades were used, axial damage ratios did not add predictive value. Forty-two participants had LEMS available and were included for the secondary aim. Right cord regions and right LEMS were positively correlated and left regions and left LEMS, but these variables were also correlated with each other. Conclusions: Axial damage ratios were significant predictors of walking ability 1 year after SCI. However, this measure did not add predictive value over initial neurological grades. Lateral cord regions correlated with same-side LEMS, but the opposite was also found, calling this biomarker’s specificity into question. Axial damage ratios may be useful in predicting walking after SCI if initial neurological grades are unavailable. Sponsorship: This research was funded by a National Institutes of Health award, National Institute of Child Health and Development—NIH R03HD094577.

Original languageEnglish
Pages (from-to)693-699
Number of pages7
JournalSpinal Cord
Issue number6
StatePublished - Jun 2021

Bibliographical note

Publisher Copyright:
© 2020, The Author(s).

ASJC Scopus subject areas

  • Rehabilitation
  • Neurology
  • Clinical Neurology


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