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Research ArticleAdult Brain

Anoxic Brain Injury Detection with the Normalized Diffusion to ASL Perfusion Ratio: Implications for Blood-Brain Barrier Injury and Permeability

N. Li, M.A. Wingfield, J.P. Nickerson, D.R. Pettersson and J.M. Pollock
American Journal of Neuroradiology April 2020, 41 (4) 598-606; DOI: https://doi.org/10.3174/ajnr.A6461
N. Li
aFrom the Department of Radiology (N.L., M.A.W., J.P.N., D.R.P., and J.M.P.), Oregon Health & Science University, Portland, Oregon
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M.A. Wingfield
aFrom the Department of Radiology (N.L., M.A.W., J.P.N., D.R.P., and J.M.P.), Oregon Health & Science University, Portland, Oregon
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J.P. Nickerson
aFrom the Department of Radiology (N.L., M.A.W., J.P.N., D.R.P., and J.M.P.), Oregon Health & Science University, Portland, Oregon
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D.R. Pettersson
aFrom the Department of Radiology (N.L., M.A.W., J.P.N., D.R.P., and J.M.P.), Oregon Health & Science University, Portland, Oregon
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J.M. Pollock
aFrom the Department of Radiology (N.L., M.A.W., J.P.N., D.R.P., and J.M.P.), Oregon Health & Science University, Portland, Oregon
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    Fig 1.

    Sample image showing 10 of the 12 ROI measurements on DWI (left) and ASL (right) at the level of the basal ganglia in a patient who had anoxic brain injury.

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    Fig 2.

    Twelve-point ROI linear regression analysis using DWI and ASL sequences. A, R2-versus-slope scatterplot for patients with anoxic brain injuries identified 30 of 35 cases positive for anoxic brain injury using a receiver operating characteristic analysis–determined cutoff of positive slopes and R2 higher than 0.78. B, R2-versus-slope scatterplot for healthy controls excludes 28 of 34 cases negative for anoxic brain injury using the same slope and R2 cutoffs.

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    Fig 3.

    Linear regression analysis demonstrates no significant linear dependence between slopes and interval to imaging (left) or between R2 and interval to imaging (right), using DWI and the ASL sequences. Nonetheless, both exhibited positive trends. Linear fit equations: y = 0.01055 × x + 0.8847, P = .58 (left); y = 0.003945 × x + 0.8327, P = .38 (right).

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    Fig 4.

    Representative slices of voxelwise normalized NDP color map generation and corresponding DWI and ADC images. Anoxic brain injury (A and B) demonstrates homogeneous NDP ratios throughout the brain. B = 1000 DWI (C) and ADC (D) images show symmetric diffusion restriction in the frontal and parietal gray matter. E and F, A healthy control demonstrates heterogeneous NDP ratios throughout the brain. The heterogeneity is most pronounced in the white matter. B = 1000 DWI (G) and ADC map (H) show no diffusion restriction. Unilateral anoxic brain injury with NDP (I and J) showing 1 predominately homogeneous (anoxic) right hemisphere and 1 heterogeneous (nonaffected) left hemisphere. J, The asymmetry is most pronounced at the vertex. B = 1000 DWI (K) and ADC map (L) demonstrate unilateral cortical diffusion restriction in the right anoxic hemisphere, corresponding to the more homogeneous NDP ratios.

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    Fig 5.

    Quantitative-versus-nonquantitative ASL perfusion in anoxic brain injury. A–C, Quantitative perfusion imaging in a 31-year-old patient who had an anoxic brain injury after cardiac arrest. B = 1000 DWI (A) and ADC map (B) show diffusion restriction in the posterior putamen (arrows) and occipital cortex. C, Quantitative pulsed ASL image shows global hyperperfusion. Subtle increased cerebral blood flow is seen in the posterior putamen and occipital lobes, corresponding to the areas of diffusion restriction (arrows). D–F, Nonquantitative perfusion imaging in a 22-month-old child who had an anoxic injury after cardiac arrest. B = 1000 DWI (D) and ADC map (E) show diffusion restriction in the basal ganglia (arrowheads) and occipital cortex. F, Nonquantitative colorized pulsed ASL image demonstrates marked increases in the ASL signal in the putamen (arrowheads) and occipital cortex, corresponding to the areas of diffusion restriction.

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    Table 1:

    Patient characteristics of the anoxic injury group and the healthy control group

    VariableAnoxic (n = 35)Healthy (n = 34)P Value
    Age (mean) (yr)21.1 ± 4.424.1 ± 2.3.05
    Sex (Female)16 (45.7%)15 (44.1%).87
    Survived13 (37.1%)
    Interval to imaging (day)3.8 ± 0.5
    Received CPR15 (42.9%)
    CPR time (mean) (min)22.7 ± 4.3
    Witnessed seizure8 (22.9%)
    Neonatal hypoxic-ischemic encephalopathy10 (28.6%)
    Mechanical (asphyxiation, hanging, drowning, and so forth)8 (22.9%)
    • Note:—CPR indicates cardiopulmonary resuscitation.

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    Table 2:

    Contingency table of normalized DWI and normalized ASL linear regression for the diagnosis of anoxic injury using a combinatory cutoff of slope of >0 and R2 of >0.78a

    Case Count, Total (%), Column (%), Row (%)AnoxicHealthyTotal
    Positive slope and R2 > 0.783043.48%85.71%83.33%68.70%17.65%16.67%3652.17%
    Negative slope or R2 ≤ 0.7857.25%14.29%15.15%2840.58%82.35%84.85%3347.83%
    Total3550.72%3449.28%69100%
    • ↵a Fisher exact test P < .001.

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American Journal of Neuroradiology: 41 (4)
American Journal of Neuroradiology
Vol. 41, Issue 4
1 Apr 2020
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Cite this article
N. Li, M.A. Wingfield, J.P. Nickerson, D.R. Pettersson, J.M. Pollock
Anoxic Brain Injury Detection with the Normalized Diffusion to ASL Perfusion Ratio: Implications for Blood-Brain Barrier Injury and Permeability
American Journal of Neuroradiology Apr 2020, 41 (4) 598-606; DOI: 10.3174/ajnr.A6461

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Anoxic Brain Injury Detection with the Normalized Diffusion to ASL Perfusion Ratio: Implications for Blood-Brain Barrier Injury and Permeability
N. Li, M.A. Wingfield, J.P. Nickerson, D.R. Pettersson, J.M. Pollock
American Journal of Neuroradiology Apr 2020, 41 (4) 598-606; DOI: 10.3174/ajnr.A6461
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