Optimizing the Approach to Calculating CST Lesion Load in Ischemic Stroke Patients for Understanding Motor Outcomes

IntroductionCorticospinal tract lesion load (CST-LL) is a biomarker used for studying motor outcomes after stroke. However, the optimal method for calculating this metric is unknown.MethodsThis is a cross-sectional study of a large ischemic stroke cohort from the ENIGMA Stroke Recovery Consortium (n = 221; mean age = 59.8 years, 56% male) to compare 4 lesion load metrics across 3 CST templates. We then validate these findings in another large, independent stroke cohort (n = 125; mean age = 64.6 years, 54% male).ResultsResults indicate that variance in behavioral outcome was best explained using the maximum weighted cross-sectional overlap between lesion and the CST (Max-WLL), and when using an age-appropriate normative CST template (generated from the HCP Aging study). This was true both when the outcome was motor impairment, measured using the Fugl-Meyer Upper Extremity scale (FMUE, relative explained variance (REV) = 58.9%), and when it was global function, measured using the Barthel Index (BI, REV = 60%). In the validation cohort, FMUE results were replicated (REV = 47.6%).ConclusionThe findings indicate that Max-WLL, which represents the proportion of transected CST fibers, most accurately captures CST injury as it relates to motor and functional outcomes after stroke. Additionally, results suggest the importance of an age-appropriate template, a key consideration given that stroke is largely a disease of the elderly. Together, these findings provide an independently validated tool to optimize future research examining CST injury after stroke.

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Journal
Neurorehabilitation and neural repair
Published
2026-03-02
DOI
https://doi.org/10.1177/15459683261417241
Primary Topic
Transcranial Magnetic Stimulation Studies
Type
article
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article

Optimizing the Approach to Calculating CST Lesion Load in Ischemic Stroke Patients for Understanding Motor Outcomes

SC Cramer, Adriana Bastos Conforto, Mahir H. Khan, Brady J. Williamson et al.
Neurorehabilitation and neural repair
Transcranial Magnetic Stimulation Studies
article

Optimizing the Approach to Calculating CST Lesion Load in Ischemic Stroke Patients for Understanding Motor Outcomes

SC Cramer, Adriana Bastos Conforto, Mahir H. Khan, Brady J. Williamson, J. Cassidy, Michael A. Dimyan, Anne Schwarz, Tyler P Behymer, Achala Vagal, Daniela Vecchio, Jennifer K Ferris, Lara A. Boyd, Fabrizio Piras, Sophia I. Thomopoulos, Carolee J. Winstein, Colleen Hanlon, Michael R. Borich, Sook-Lei Liew, Neda Jahanshad, Paul M. Thompson
article en

Abstract

IntroductionCorticospinal tract lesion load (CST-LL) is a biomarker used for studying motor outcomes after stroke. However, the optimal method for calculating this metric is unknown.MethodsThis is a cross-sectional study of a large ischemic stroke cohort from the ENIGMA Stroke Recovery Consortium (n = 221; mean age = 59.8 years, 56% male) to compare 4 lesion load metrics across 3 CST templates. We then validate these findings in another large, independent stroke cohort (n = 125; mean age = 64.6 years, 54% male).ResultsResults indicate that variance in behavioral outcome was best explained using the maximum weighted cross-sectional overlap between lesion and the CST (Max-WLL), and when using an age-appropriate normative CST template (generated from the HCP Aging study). This was true both when the outcome was motor impairment, measured using the Fugl-Meyer Upper Extremity scale (FMUE, relative explained variance (REV) = 58.9%), and when it was global function, measured using the Barthel Index (BI, REV = 60%). In the validation cohort, FMUE results were replicated (REV = 47.6%).ConclusionThe findings indicate that Max-WLL, which represents the proportion of transected CST fibers, most accurately captures CST injury as it relates to motor and functional outcomes after stroke. Additionally, results suggest the importance of an age-appropriate template, a key consideration given that stroke is largely a disease of the elderly. Together, these findings provide an independently validated tool to optimize future research examining CST injury after stroke.

Neurorehabilitation and neural repair
University of North Carolina at Chapel Hill (US), University of Southern California (US), United States Food and Drug Administration (US), University of British Columbia (CA), Emory University (US), University of California, Los Angeles (US), University of South Australia (AU), Simon Fraser University (CA), Hospital Israelita Albert Einstein (BR), Fondazione Santa Lucia (IT), University of Cincinnati Medical Center (US)
Good health and well-being
Openalex Percentile: Top 50%
Transcranial Magnetic Stimulation Studies
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