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Open Access

Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients

Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Serena Schimert, Michael D Hill, Andrew Demchuk, Mayank Goyal, Sean P Dukelow, Nils Daniel Forkert
DOI: 10.1136/svn-2021-001091 Published 27 April 2022
Deepthi Rajashekar
1 Biomedical Engineering Graduate Program, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
3 Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
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  • ORCID record for Deepthi Rajashekar
Matthias Wilms
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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M Ethan MacDonald
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
4 Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
5 Department of Electrical and Computer Engineering, University of Calgary, Calgary, Alberta, Canada
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Serena Schimert
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
4 Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
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Michael D Hill
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
3 Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
4 Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
6 Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
7 Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Andrew Demchuk
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
7 Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Mayank Goyal
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
7 Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Sean P Dukelow
3 Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
4 Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
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Nils Daniel Forkert
2 Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
3 Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
4 Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
8 Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
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  • Figure 1
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    Figure 1

    Overlap of all 180 subject lesions on the MIPLAB atlas in radiological convention. The maximum occurrence of lesions in this data sample (shown in red) is in the MCA territory. Implying, LSM (in this work) focuses on determining structure–function relationships of brain regions with respect to the NIHSS subdomains. LSM, lesion-symptom mapping; MCA, middle cerebral artery; NIHSS, National Institutes of Health Stroke Scale.

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    Figure 2

    LSM analyses for the total NIHSS score (total map): higher eloquence scores indicate regions critically associated with the 48-hour NIHSS. Results show that even a small lesion suffices to result in severe deficit in the left hemispheric regions. LSM, lesion-symptom mapping; NIHSS, National Institutes of Health Stroke Scale.

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    Figure 3

    LSM analyses for score-based NIHSS grouping: (A) consciousness and language—all regions except the left insula and left anterior segment are critical in both consciousness (top) and language LSM (below); (B) motor and sensory—bilateral critical association of the arcuate and corticospinal tract in motor map (top), whereas in the sensory LSM (below) these tracts are critical only in the right hemisphere; (C) vision and neglect—with the exception of arcuate, the vision and sensory LSMs have distinct critical regions. LSM, lesion-symptom mapping; NIHSS, National Institutes of Health Stroke Scale.

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    Figure 4

    LSM analyses for anatomy-based NIHSS grouping: (A) consciousness LSM (top) shows predominantly right hemispheric regions while language LSM (below) shows left hemispheric brain regions; (B) bilateral critical association of the arcuate and corticospinal tract is identified in the motor LSM (top) whereas the sensory LSM (below) shows critical regions only in the right hemisphere; (C) vision LSM (top) shows bilateral critical regions while the ataxia LSM shows right hemispheric dominance. LSM, lesion-symptom mapping; NIHSS, National Institutes of Health Stroke Scale.

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    Figure 5

    Comparison of the cumulative LSM (red) and the total LSM (blue) overlaid on the MIPLAB atlas. The cumulative map does not only contain most of the critical regions seen in the total LSM but reveals more structure–function relationships by utilising NIHSS sub-score information. Brain regions that are common to both, the total NIHSS total map and the sub-score cumulative map, are shown in violet. LSM, lesion-symptom mapping; NIHSS, National Institutes of Health Stroke Scale.

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  • Table 1

    Summary of the two schemes used to categorise NIHSS sub-scores assessed at 48 hours (N=180, 84 men).

    CategoryScore-based groupingAnatomy-based grouping
    Level of consciousness1a+1 b+1 c1a+2
    Language9+101b+1 c+9 + 10
    Motor4+5 a+5 b+6 a+6 b+74+5 a+5 b+6 a+6b
    Sensory88+11
    Vision2+33
    Ataxia–7
    Neglect11–
    • The numbers correspond to the standard definition of the 11-item modified NIHSS scale.10 11 Anatomy-based grouping considers neuroanatomy to group the NIHSS components, while score-based grouping follows the design of the NIHSS scale alone.

    • NIHSS, National Institutes of Health Stroke Scale.

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    [svn-2021-001091supp001.pdf]

Additional Files

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    This web only file has been produced by the BMJ Publishing Group from an electronic file supplied by the author(s) and has not been edited for content.

    • Data supplement 1
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Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients
Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Serena Schimert, Michael D Hill, Andrew Demchuk, Mayank Goyal, Sean P Dukelow, Nils Daniel Forkert
Stroke and Vascular Neurology Apr 2022, 7 (2) 124-131; DOI: 10.1136/svn-2021-001091

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Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients
Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Serena Schimert, Michael D Hill, Andrew Demchuk, Mayank Goyal, Sean P Dukelow, Nils Daniel Forkert
Stroke and Vascular Neurology Apr 2022, 7 (2) 124-131; DOI: 10.1136/svn-2021-001091
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Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients
Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Serena Schimert, Michael D Hill, Andrew Demchuk, Mayank Goyal, Sean P Dukelow, Nils Daniel Forkert
Stroke and Vascular Neurology Apr 2022, 7 (2) 124-131; DOI: 10.1136/svn-2021-001091
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