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Research ArticleNeurovascular/Stroke Imaging

Delayed Enhancement of Intracranial Atherosclerotic Plaque Can Better Differentiate Culprit Lesions: A Multiphase Contrast-Enhanced Vessel Wall MRI Study

Beibei Sun, Lingling Wang, Xiao Li, Jin Zhang, Jianjian Zhang, Jiaqi Tian, Mahmud Mossa-Basha, Jianrong Xu, Yan Zhou, Huilin Zhao and Chengcheng Zhu
American Journal of Neuroradiology March 2024, 45 (3) 262-270; DOI: https://doi.org/10.3174/ajnr.A8132
Beibei Sun
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
cDepartment of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
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Lingling Wang
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Xiao Li
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Jin Zhang
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Jianjian Zhang
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Jiaqi Tian
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Mahmud Mossa-Basha
cDepartment of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
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Jianrong Xu
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Yan Zhou
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Huilin Zhao
aFrom the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
bCollege of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Chengcheng Zhu
cDepartment of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
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  • FIG 1.
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    FIG 1.

    Patient selection flow chart.

  • FIG 2.
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    FIG 2.

    Plaque enhancement index (PEI; the mean signal intensity of plaque normalized by CSF) change of culprit and nonculprit plaques over time. The boxes were drawn with the median (line in the box) as well as the 25th and 75th percentiles. The bars above and below the box are the maximum and minimum values of the PEI, respectively. The PEI values of all intracranial plaques and culprit plaques increase over the 4 phases (P = .033, P = .034, respectively). The PEI values of the nonculprit plaques show no significant differences among the 4 postcontrast phases (P = .450). *, P < .05; ns, not significant.

  • FIG 3.
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    FIG 3.

    Cases of the culprit and nonculprit plaque signal intensity change during the 4 postcontrast phases.

  • FIG 4.
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    FIG 4.

    The ROC of the plaque enhancement index in the 4 contrast-enhanced phases for differentiating between culprit and nonculprit plaques.

Tables

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    Table 1:

    Demographic and intracranial plaque characteristics of 30 patients with acute stroke

    Patient DemographicsMean ± SD or Median (IQR) or n (%)
    Age (years)59.0 ± 9.7
    Body mass index (kg/cm2)24.6 ± 2.9
    Sex (male)18 (60.0%)
    Hypertension21 (70.0%)
    Diabetes11 (36.7%)
    Dyslipidemia6 (20.0%)
    Current smoking5 (16.7%)
    Plaque location
     Internal carotid artery (C4–7)25 (22.1%)
     Middle cerebral artery34 (30.1%)
     Anterior cerebral artery6 (5.3%)
     Basilar artery17 (15.0%)
     Vertebral artery21 (18.6%)
     Posterior cerebral artery10 (8.9%)
    Plaque stenosis (%)
     30% ≤ stenosis < 50% (grade I)74 (65.5%)
     50% ≤ stenosis < 70% (grade II)15 (13.3%)
     Stenosis ≥ 70% (grade III)24 (21.2%)
    Plaque numbers (n)3.0 (2.0–6.0)
    • View popup
    Table 2:

    Plaque enhancement index change of culprit and nonculprit plaques over time

    PhasePEI
    All Plaques (n = 113)aNonculprit Plaque (n = 83)aCulprit Plaque (n = 30)b
    1st0.66 ± 0.510.54 ± 0.441.02 ± 0.53
    2nd0.72 ± 0.520.55 ± 0.421.17 ± 0.50
    3rd0.73 ± 0.470.58 ± 0.391.16 ± 0.41
    4th0.76 ± 0.530.60 ± 0.441.20 ± 0.49
    Pc.033.450.034
    P 1st versus 2nd.014.578.007
    P 1st versus 3rd.049.446.057
    P 1st versus 4th.029.401.035
    P 2nd versus 3rd.879.640.869
    P 2nd versus 4th.502.572.680
    P 3rd versus 4th.458.771.477
    • ↵a A mixed-effects model repeated measures ANOVA for continuous variables was used to analyze the differences between all 4 postcontrast phases in all plaque groups and the nonculprit plaque group.

    • ↵b A 1-way repeated-measures ANOVA for continuous variables was used to analyze the differences between the 4 postcontrast phases in the culprit plaque group. This was followed by a pair-wise comparison post hoc analysis using Bonferroni correction to compare the differences between the PEI values of each 2 contrast phases.

    • ↵c P values of the comparisons of the 4 postcontrast phases.

    • View popup
    Table 3:

    Plaque enhancement index in different contrast-enhanced phases to differentiate between culprit and nonculprit plaques

    VariablesAUC (95% CI)Sensitivity/SpecificityCutoffP Value
    PEI 1st0.768 (0.680–0.843)59.0%/86.7%0.48<.001
    PEI 2nd0.829 (0.746–0.893)80.7%/70.0%0.83<.001
    PEI 3rd0.840 (0.759–0.902)83.1%/70.0%0.95<.001
    PEI 4th0.812 (0.727–0.879)84.3%/70.0%0.98<.001
    • View popup
    Table 4:

    Comparison of ROC curves of PEI to differentiate between culprit and nonculprit plaques between 4 postcontrast phases

    VariablesDifference between AUC area95% CIz statisticP Value
    PEI 1st versus PEI 2nd0.060 ± 0.0260.009–0.1122.293.022
    PEI 1st versus PEI 3rd0.071 ± 0.039−0.005–0.1481.824.068
    PEI 1st versus PEI 4th0.043 ± 0.038−0.032–0.1181.131.258
    PEI 2nd versus PEI 3rd0.011 ± 0.025−0.038–0.0600.444.657
    PEI 2nd versus PEI 4th0.017 ± 0.027−0.036–0.0700.628.530
    PEI 3rd versus PEI 4th0.028 ± 0.024−0.020–0.0761.151.249
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American Journal of Neuroradiology: 45 (3)
American Journal of Neuroradiology
Vol. 45, Issue 3
1 Mar 2024
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Delayed Enhancement of Atherosclerotic Plaque
Beibei Sun, Lingling Wang, Xiao Li, Jin Zhang, Jianjian Zhang, Jiaqi Tian, Mahmud Mossa-Basha, Jianrong Xu, Yan Zhou, Huilin Zhao, Chengcheng Zhu
American Journal of Neuroradiology Mar 2024, 45 (3) 262-270; DOI: 10.3174/ajnr.A8132
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Cite this article
Beibei Sun, Lingling Wang, Xiao Li, Jin Zhang, Jianjian Zhang, Jiaqi Tian, Mahmud Mossa-Basha, Jianrong Xu, Yan Zhou, Huilin Zhao, Chengcheng Zhu
Delayed Enhancement of Intracranial Atherosclerotic Plaque Can Better Differentiate Culprit Lesions: A Multiphase Contrast-Enhanced Vessel Wall MRI Study
American Journal of Neuroradiology Mar 2024, 45 (3) 262-270; DOI: 10.3174/ajnr.A8132

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