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Research ArticleAdult Brain
Open Access

Predicting Motor Outcome in Acute Intracerebral Hemorrhage

J. Puig, G. Blasco, M. Terceño, P. Daunis-i-Estadella, G. Schlaug, M. Hernandez-Perez, V. Cuba, G. Carbó, J. Serena, M. Essig, C.R. Figley, K. Nael, C. Leiva-Salinas, S. Pedraza and Y. Silva
American Journal of Neuroradiology May 2019, 40 (5) 769-775; DOI: https://doi.org/10.3174/ajnr.A6038
J. Puig
aFrom the Department of Radiology (J.P., M.E., C.R.F.), University of Manitoba. Winnipeg, Manitoba, Canada
bDepartment of Radiology (J.P., G.B., V.C., G.C., S.P.), Biomedical Research Institute Imaging Research Unit, Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain
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G. Blasco
bDepartment of Radiology (J.P., G.B., V.C., G.C., S.P.), Biomedical Research Institute Imaging Research Unit, Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain
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M. Terceño
cDepartment of Neurology (M.T., J.S., Y.S.), Girona Biomedical Research Institute, Dr Josep Trueta University Hospital, Girona, Spain
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P. Daunis-i-Estadella
dDepartment of Computer Science (P.D.-i.-E.), Applied Mathematics and Statistics, University of Girona, Girona, Spain
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G. Schlaug
eNeuroimaging and Stroke Recovery Laboratory (G.S.), Department of Neurology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
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M. Hernandez-Perez
fDepartment of Neurosciences (M.H.-P.), Germans Trias i Pujol University Hospital, Autonomous University of Barcelona, Badalona, Spain
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V. Cuba
bDepartment of Radiology (J.P., G.B., V.C., G.C., S.P.), Biomedical Research Institute Imaging Research Unit, Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain
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G. Carbó
bDepartment of Radiology (J.P., G.B., V.C., G.C., S.P.), Biomedical Research Institute Imaging Research Unit, Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain
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J. Serena
cDepartment of Neurology (M.T., J.S., Y.S.), Girona Biomedical Research Institute, Dr Josep Trueta University Hospital, Girona, Spain
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M. Essig
aFrom the Department of Radiology (J.P., M.E., C.R.F.), University of Manitoba. Winnipeg, Manitoba, Canada
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C.R. Figley
aFrom the Department of Radiology (J.P., M.E., C.R.F.), University of Manitoba. Winnipeg, Manitoba, Canada
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K. Nael
gDepartment of Radiology (K.N.), Icahn School of Medicine at Mount Sinai, New York
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C. Leiva-Salinas
hDepartment of Radiology (C.L.-S.), University of Missouri, Columbia, Missouri.
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S. Pedraza
bDepartment of Radiology (J.P., G.B., V.C., G.C., S.P.), Biomedical Research Institute Imaging Research Unit, Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain
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Y. Silva
cDepartment of Neurology (M.T., J.S., Y.S.), Girona Biomedical Research Institute, Dr Josep Trueta University Hospital, Girona, Spain
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    Fig 1.

    Assessing corticospinal tract involvement with diffusion tensor tractography superimposed on gradient recalled echo and FLAIR images. In the upper row, the corticospinal tract was affected by ICH (passes through it) at the level of the corona radiata and posterior limb of the internal capsule. Note that in lower row, the corticospinal tract was displaced slightly forward but preserved around the intracerebral hematoma. Vol indicates volume.

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    Fig 2.

    Example of ROI object maps used to measure intracerebral hematoma (blue) and perihematomal edema (yellow) volumes.

Tables

  • Figures
  • Functional motor outcome prediction: summary of class performance and odds ratios for univariate and multivariate analyses at admission and at 72 hr

    VariablesCutoffAUC (95% CI)SensitivitySpecificityPositive Predictive ValueNegative Predictive ValueP ValueOdds Ratio (95% CI)
    NIHSS score at admission150.77 (0.62–0.93)0.690.770.560.85.0111.23 (1.05–1.43)
    mNIHSS score at admission60.79 (0.64–0.94)0.770.770.590.88.0071.65 (1.15–2.36)
    ICH volume at admission17.080.71 (0.54–0.90)0.380.860.500.80.0471.05 (1.00–1.10)
    CST involvement by ICH at admissionPresent0.70 (0.56–0.84)0.840.550.460.89.0256.77 (1.27–36.14)
    PLIC involvement by ICH at admissionPresent0.76 (0.61–0.91)0.690.830.640.86.00210.80 (2.36–49.46)
    NIHSS score at 72 hr80.88 (0.77–0.99)0.920.670.540.95<.0011.31 (1.12–1.52)
    mNIHSS score at 72 hr50.91 (0.82–1.00)0.920.830.710.96<.0012.10 (1.36–3.26)
    NIHSS score at admission, PLIC involvement by ICH at admission16
    Present
    0.87 (0.75–0.98)0.850.860.730.93.014
    .005
    1.25 (1.05–1.49), 14.21 (2.23–90.60)
    mNIHSS score at admission, PLIC involvement by ICH at admission6
    Present
    0.89 (0.78–1.00)0.840.790.650.92.009
    .005
    1.86 (1.17–2.94), 20.99 (2.52–174.80)
    NIHSS score at 72 hr, PLIC involvement by ICH at admission14
    Present
    0.93 (0.84–1.00)0.850.930.850.93.003
    .017
    1.32 (1.10- 1.58), 13.73 (1.60–117.65)
    mNIHSS score at 72 hr, PLIC involvement by ICH at admission3
    Absent
    0.94 (0.86–1.00)0.920.860.750.96.005
    .020
    2.08 (1.25–3.50), 17.04 (1.56–186.18)
    • Note:—AUC indicates area under the curve.

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American Journal of Neuroradiology: 40 (5)
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Cite this article
J. Puig, G. Blasco, M. Terceño, P. Daunis-i-Estadella, G. Schlaug, M. Hernandez-Perez, V. Cuba, G. Carbó, J. Serena, M. Essig, C.R. Figley, K. Nael, C. Leiva-Salinas, S. Pedraza, Y. Silva
Predicting Motor Outcome in Acute Intracerebral Hemorrhage
American Journal of Neuroradiology May 2019, 40 (5) 769-775; DOI: 10.3174/ajnr.A6038

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Predicting Motor Outcome in Acute Intracerebral Hemorrhage
J. Puig, G. Blasco, M. Terceño, P. Daunis-i-Estadella, G. Schlaug, M. Hernandez-Perez, V. Cuba, G. Carbó, J. Serena, M. Essig, C.R. Figley, K. Nael, C. Leiva-Salinas, S. Pedraza, Y. Silva
American Journal of Neuroradiology May 2019, 40 (5) 769-775; DOI: 10.3174/ajnr.A6038
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