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Research ArticleAdult Brain
Open Access

Association of Fractional Flow on 3D-TOF-MRA with Cerebral Perfusion in Patients with MCA Stenosis

X. Ge, H. Zhao, Z. Zhou, X. Li, B. Sun, H. Wu, J. Wan, J. Xu, J.P. Villablanca and X. Liu
American Journal of Neuroradiology July 2019, 40 (7) 1124-1131; DOI: https://doi.org/10.3174/ajnr.A6095
X. Ge
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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H. Zhao
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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Z. Zhou
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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X. Li
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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B. Sun
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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H. Wu
bNeurology (H.W.)
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J. Wan
cNeurosurgery (J.W.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
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J. Xu
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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J.P. Villablanca
dDepartment of Radiological Sciences and Neurosurgery (J.P.V.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California.
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X. Liu
aFrom the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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    Fig 1.

    Illustration of fractional flow measurement and cerebral perfusion assessment. A, FF measurement: measurement of signal intensities proximal and distal to a stenosis located at the left MCA on a 3D-MIP image of TOF-MRA. B, Cerebral perfusion assessment: 6 circular ROIs were symmetrically drawn in the bilateral MCA territories at the centrum semiovale, corona radiata, and basal ganglia levels.

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    Fig 2.

    Color-coded perfusion parameter maps show the degree of cerebral hypoperfusion. A1–4, Normal perfusion. B1–4, Hypoperfuison on the stressed autoregulation compensated stage (ischemic penumbra without core infarction). C1–4, Hypoperfuison on the SAG-D stage (ischemic penumbra with core infarction). Short arrows show ischemic penumbra regions (increased TTP and MTT, normal CBF and CBV). The long arrows show core infarction regions (increased TTP and MTT, decreased CBF and CBV).

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    Fig 3.

    Receiver operating characteristic (ROC) curve of fractional flow to differentiate normal perfusion and hypoperfusion.

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    Fig 4.

    Correlations between fractional flow and the degree of cerebral hypoperfusion.

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    Table 1:

    Characteristics of patients and lesions

    With Normal Perfusion on Brain CTP (n = 29)With Hypoperfusion on Brain CTP (n = 62)P Value
    Age (mean) (yr)58.8 ± 9.261.5 ± 10.9.237
    Male sex (No.) (%)16 (17.6%)47 (51.6%).261
    Current smoker (No.) (%)4 (4.4%)30 (33.0%).001
    Hypertension history (No.) (%)13 (14.3%)38 (41.8%).073
    Diabetes mellitus history (No.) (%)5 (5.5%)19 (20.9%).204
    Blood pressure (mean) (mm Hg)
        SBP139.6 ± 25.9140.7 ± 24.1.874
        DBP79.3 ± 14.383.1 ± 13.9.283
    Fasting blood glucose (mean) (mmol/L)5.5 ± 1.16.4 ± 2.5.069
    Cholesterol (mean) (mmol/L)
        Total cholesterol4.1 ± 0.84.0 ± 1.2.814
        HDL1.1 ± 0.31.1 ± 0.4.988
        LDL2.2 ± 0.72.2 ± 1.0.954
        Triglycerides1.7 ± 0.91.5 ± 0.9.494
    Admitting diagnosis (No.) (%)
        Transient ischemic attack10 (11.0%)11 (12.1%).916
        Acute ischemic stroke8 (8.8%)26 (28.6%).086
        Chronic ischemic stroke11 (12.1%)25 (27.5%).541
    Time from onset to CT/MRI (mean) (day)29.1 ± 19.624.0 ± 18.9.408
        Median (interquartile range 25%–75%)24 (15.5∼46)22 (11∼30).536
    Anatomic severity of lesion on CTA (No.) (%)
        Severe10 (11.0%)49 (53.8%).004
        Moderate19 (20.9%)13 (14.3%).674
    Stenosis length (mean) (mm)4.7 ± 2.54.9 ± 2.7.795
    Collateral scoring on CTA4.5 ± 0.43.7 ± 1.5.002
    Fractional flow on MRA0.9 ± 0.20.7 ± 0.2.000
    • Note:—HDL indicates high density lipoprotein; LDL, low density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure.

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    Table 2:

    Association of participant characteristics with cerebral hypoperfusion in univariable and multivariable logistic regression models

    Univariable ModelMultivariable Model
    P ValueOR (95% CI)P ValueOR (95% CI)
    Age (per 1-yr increase).5420.98 (0.90–1.05)
    Male vs female.2540.38 (0.07–2.01)
    Current smoker (Y vs N).0438.06 (1.06–60.71).0177.20 (1.43–36.40)
    Hypertension history (Y vs N).0723.99 (0.89–18.06)
    Diabetes mellitus history (Y vs N).8471.18 (0.21–6.51)
    SBP (per 1-mm Hg increase).1410.96 (0.91–1.01)
    DBP (per 1-mm Hg increase).6151.02 (0.94–1.16)
    Fasting blood glucose (per 1-mmol/L increase).0811.75 (0.93–3.14)
    HDL (per 1-mmol/L increase).4273.19 (0.14–75.54)
    LDL (per 1-mmol/L increase).2993.37 (0.19–60.23)
    Triglycerides (per 1-mmol/L increase).1800.53 (0.23–1.41)
    Total cholesterol (per 1-mmol/L increase).3000.17 (0.07–4.72)
    Time from onset to CT/MRI (per 1-day lapse).4510.98 (0.95–1.03)
    Anatomic severity of ICAS on CTA (severe vs moderate).2740.59 (0.48–12.86)
    Stenosis length (per 1-mm increase).2620.54 (0.45–13.06)
    Collateral score on CTA (per 1-score increase).0490.28 (0.06–1.22).0410.26 (0.07–0.97)
    Fractional flow on MRA (≤0.90 vs >0.90).0467.28 (1.03–51.35).0273.68 (1.63–11.62)
    • Note:—Y indicates yes; N, no; HDL, high density lipoprotein; LDL, low density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure.

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    Table 3:

    Correlations between FF and perfusion parameters in different subgroups

    GroupsCollateral ScoreCurrent SmokingAll
    0∼3 (n = 26; 28.6%)4∼5 (n = 65; 71.4%)Yes (n = 34; 37.4%)No (n = 57; 62.6%)(n = 91; 100%)
    rPrPrPrPrP
    rTTP−0.485.001−0.250.004−0.509.018−0.502.017−0.517.000
    rMTT−0.414.001−0.361.002−0.454.019−0.507.011−0.569.000
    rCBF−0.103.7390.079.5920.270.0460.203.1670.213.043
    rCBV0.033.9140.004.977−0.172.4000.128.3840.155.143
    • Note:—rCBV indicates relative CBV; rCBF, relative CBF.

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American Journal of Neuroradiology: 40 (7)
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X. Ge, H. Zhao, Z. Zhou, X. Li, B. Sun, H. Wu, J. Wan, J. Xu, J.P. Villablanca, X. Liu
Association of Fractional Flow on 3D-TOF-MRA with Cerebral Perfusion in Patients with MCA Stenosis
American Journal of Neuroradiology Jul 2019, 40 (7) 1124-1131; DOI: 10.3174/ajnr.A6095

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Association of Fractional Flow on 3D-TOF-MRA with Cerebral Perfusion in Patients with MCA Stenosis
X. Ge, H. Zhao, Z. Zhou, X. Li, B. Sun, H. Wu, J. Wan, J. Xu, J.P. Villablanca, X. Liu
American Journal of Neuroradiology Jul 2019, 40 (7) 1124-1131; DOI: 10.3174/ajnr.A6095
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