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Improved Turnaround Times | Median time to first decision: 12 days

Research ArticleNeurointervention

Transcranial Doppler Velocities and Angiographic Vasospasm after SAH: A Diagnostic Accuracy Study

T.E. Darsaut, M.B. Keough, A.M. Chan, B. Farzin, J.M. Findlay, M.M. Chow, M. Chagnon, J. Zehr, G. Gevry and J. Raymond
American Journal of Neuroradiology January 2022, 43 (1) 80-86; DOI: https://doi.org/10.3174/ajnr.A7347
T.E. Darsaut
aFrom the Division of Neurosurgery (T.E.D., M.B.K., A.M.C., J.M.F., M.M.C.), Department of Surgery, University of Alberta Hospital, Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
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  • ORCID record for T.E. Darsaut
M.B. Keough
aFrom the Division of Neurosurgery (T.E.D., M.B.K., A.M.C., J.M.F., M.M.C.), Department of Surgery, University of Alberta Hospital, Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
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A.M. Chan
aFrom the Division of Neurosurgery (T.E.D., M.B.K., A.M.C., J.M.F., M.M.C.), Department of Surgery, University of Alberta Hospital, Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
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B. Farzin
bDepartment of Radiology (B.F., G.G., J.R.), Centre Hospitalier de l’Université de Montréal, Montreal, Quebec, Canada
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J.M. Findlay
aFrom the Division of Neurosurgery (T.E.D., M.B.K., A.M.C., J.M.F., M.M.C.), Department of Surgery, University of Alberta Hospital, Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
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M.M. Chow
aFrom the Division of Neurosurgery (T.E.D., M.B.K., A.M.C., J.M.F., M.M.C.), Department of Surgery, University of Alberta Hospital, Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
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M. Chagnon
cDepartment of Mathematics and Statistics (M.C., J.Z.), Pavillon André-Aisenstadt, Montreal, Quebec, Canada
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J. Zehr
cDepartment of Mathematics and Statistics (M.C., J.Z.), Pavillon André-Aisenstadt, Montreal, Quebec, Canada
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G. Gevry
bDepartment of Radiology (B.F., G.G., J.R.), Centre Hospitalier de l’Université de Montréal, Montreal, Quebec, Canada
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J. Raymond
bDepartment of Radiology (B.F., G.G., J.R.), Centre Hospitalier de l’Université de Montréal, Montreal, Quebec, Canada
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  • FIG 1.
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    FIG 1.

    Flow chart of patients included in the diagnostic accuracy study.

  • FIG 2.
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    FIG 2.

    Mean flow velocities for patients with and without vasospasm, defined as 33% (A), 50% (B), and 66% (C) vessel narrowing. MFV thresholds for anterior and posterior circulation vessels are shown (dashed lines). Note that for all individual arterial segments, MFVs were significantly higher for spastic vessels. Four asterisks indicate P < .0001; 2 asterisks, P < .01; 1 asterisk, P < .05. Error bars represent 95% confidence intervals.

  • FIG 3.
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    FIG 3.

    Sensitivity, specificity, and the Youden number at various possible mean flow velocity cutoffs for anterior circulation arterial segments. This data-driven method of analysis shows that the best MFV cutoff is close to 160 cm/s. Data for posterior circulation segments are not shown.

  • FIG 4.
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    FIG 4.

    Per-patient analysis of the diagnostic accuracy of TCD. Distributions of the maximal mean flow velocity found in any segment of the anterior circulation with or without vasospasm according to thresholds of 33% (A), 50% (B), and C) 66%. The 80% sensitivity line is labeled. Corresponding ROC curves are presented in A’, B’, and C’. Note the large amount of overlap of the curves despite acceptable areas under the curve (AUCs).

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    Table 1:

    Per-arterial segment TCD MFVs corresponding to Youden index optimizing sensitivity and specificity in detecting 50% vasospasm

    MFV Threshold (cm/s)Sensitivity (95% CI)Specificity (95% CI)AUC (95%CI)
    Right ICA1540.86 (0.56–0.98)0.86 (0.81–0.90)0.88 (0.81–0.95)
    Left ICA1091.0 (0.68–1.0)0.69 (0.63–0.76)0.90 (0.84–0.96)
    Right M11570.73 (0.56–0.90)0.82 (0.76–0.87)0.84 (0.75–0.92)
    Left M11240.92 (0.73–0.99)0.65 (0.58–0.72)0.85 (0.78–0.91)
    Basilar artery980.75 (0.51–0.81)0.81 (0.76–0.87)0.84 (0.73–0.95)
    • Note:—AUC indicates area under the curve.

    • View popup
    Table 2:

    Per-patient TCD MFV thresholds for various minimal sensitivities in detecting 50% vasospasm

    Minimum SensitivityPredefined MFV Threshold (cm/s)a
    ICA or M1Basilar ArterySensitivity (95% CI)Specificity (95% CI)
    80%>164>800.86 (0.72–0.94)0.64 (0.56–0.71)
    85%>160>610.90 (0.77–0.96)0.48 (0.40–0.56)
    90%>126>600.94 (0.82–0.98)0.37 (0.30–0.45)
    95%>95>560.96 (0.85–0.99)0.24 (0.18–0.31)
    • ↵a Severe vasospasm was determined when 1 threshold was exceeded.

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American Journal of Neuroradiology: 43 (1)
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T.E. Darsaut, M.B. Keough, A.M. Chan, B. Farzin, J.M. Findlay, M.M. Chow, M. Chagnon, J. Zehr, G. Gevry, J. Raymond
Transcranial Doppler Velocities and Angiographic Vasospasm after SAH: A Diagnostic Accuracy Study
American Journal of Neuroradiology Jan 2022, 43 (1) 80-86; DOI: 10.3174/ajnr.A7347

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Transcranial Doppler Velocities and Angiographic Vasospasm after SAH: A Diagnostic Accuracy Study
T.E. Darsaut, M.B. Keough, A.M. Chan, B. Farzin, J.M. Findlay, M.M. Chow, M. Chagnon, J. Zehr, G. Gevry, J. Raymond
American Journal of Neuroradiology Jan 2022, 43 (1) 80-86; DOI: 10.3174/ajnr.A7347
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