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Research ArticleAdult Brain

Use of CTA Test Dose to Trigger a Low Cardiac Output Protocol Improves Acute Stroke CTP Data Analyzed with RAPID Software

J.B. Hartman, S. Moran, C. Zhu, J. Sharp, D.S. Hippe, D.A. Zamora and M. Mossa-Basha
American Journal of Neuroradiology March 2022, 43 (3) 388-393; DOI: https://doi.org/10.3174/ajnr.A7428
J.B. Hartman
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
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  • ORCID record for J.B. Hartman
S. Moran
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
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C. Zhu
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
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J. Sharp
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
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D.S. Hippe
bClinical Research Division (D.S.H.), Fred Hutchinson Cancer Research Center, Seattle, Washington
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D.A. Zamora
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
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M. Mossa-Basha
aFrom the Department of Radiology (J.B.H., S.M., C.Z., J.S., D.A.Z., M.M.-B.), University of Washington, Seattle, Washington
cDepartment of Radiology (M.M.-B.), University of North Carolina, Chapel Hill, North Carolina
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  • FIG 1.
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    FIG 1.

    An example of early cutoff (truncation) of the arterial and venous time-density curves. VOF indicates venous output function; AIF, arterial input function.

  • FIG 2.
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    FIG 2.

    This case serves as an example of the potential pitfalls of truncation. A 78-year-old woman presented as a code stroke due to altered mental status. Contrast-enhancement curves demonstrate early termination of the venous output measurements. Perfusion maps erroneously suggest that nearly the entire brain is penumbra. Subsequent MR imaging demonstrated only a few scattered punctate infarcts.

  • FIG 3.
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    FIG 3.

    An example of the longer LCO protocol, triggered after the patient’s time-to-enhancement upswing rise was >15 seconds. VOF indicates venous output function; AIF, arterial input function.

  • FIG 4.
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    FIG 4.

    Example of the CTA test-dose curve; in this case the time-to-enhancement upswing rise was <15 seconds; therefore, the standard protocol was used. Enh indicates enhancement, measured in Hounsfield Units.

  • FIG 5.
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    FIG 5.

    Flow chart for the fixed-timing cohort. AIF indicates arterial input function.

  • FIG 6.
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    FIG 6.

    Receiver operating characteristic curves for the factors associated with truncation in the early fixed-timing cohort (n = 153). The AUC value for age is 0.63, with optimized cutoff value of 69 (sensitivity of 67% and specificity of 59%). The AUC value for rLVEF is 0.67 (sensitivity of 47% and specificity of 88%). The AUC value for the absence of hypertension is 0.61 (sensitivity of 53% and specificity of 70%). When the 3 factors are combined, the AUC value increases to 0.75 (sensitivity of 73% and specificity of 78%). AIF indicates arterial input function.

  • FIG 7.
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    FIG 7.

    Flow chart for the case-specific cohort. AIF indicates arterial input function.

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    Table 1:

    Comparison of patients with and without truncation in the fixed-timing cohort

    VariableTruncationUnivariable ModelsMultivariable Model
    Yes (n = 15)No (n = 138)ORa95% CIP ValueORa95% CIP Value
    Age (yr)Mean, 72 (SD, 13)Mean, 66 (SD, 15)1.420.95–2.14.091.821.10–3.01.02
    rLVEF7 (47%)17 (12%)6.232.00–19.36.0029.232.53–33.69.001
    Atrial fibrillation10 (67%)55 (40%)3.020.98–9.31.05
    Hypertension7 (47%)96 (70%)0.380.13–1.12.080.320.10–1.05.06
    Diabetes mellitus5 (33%)45 (33%)1.030.33–3.20.95
    Hyperlipidemia6 (40%)65 (47%)0.750.25–2.22.60
    • ↵a Odds ratio for age is presented per 10-year increase; the intercept term in the multivariable model was −6.33 on the log-odds scale.

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    Table 2:

    Performance of cardiovascular risk factors for predicting truncation

    VariableSensitivitySpecificityAUC95% CI
    No.%95% CINo.%95% CI
    Agea10/1567%38%–88%82/13859%51%–68%0.630.47–0.78
    rLVEF7/1547%21%–73%121/13888%81%– 93%0.670.54– 0.81
    Atrial fibrillation10/1567%38%–88%83/13860%51%–68%0.630.50– 0.76
    Absence of hypertension8/1553%27%–79%96/13870%61%–77%0.610.48– 0.75
    Diabetes mellitus5/1533%12%–62%93/13867%59%–75%0.500.37– 0.63
    Absence of hyperlipidemia9/1560%32%–84%65/13847%39%–56%0.540.40– 0.67
    Multivariable model (age, rLVEF, hypertension)b11/1573%45%–92%108/13878%70%–85%0.750.60– 0.90
    • ↵a Age was dichotomized at 68 years on the basis of the Youden index.

    • ↵b Multivariable model is shown; the predicted risk of truncation was dichotomized at 10.6% on the basis of the Youden index.

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American Journal of Neuroradiology: 43 (3)
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J.B. Hartman, S. Moran, C. Zhu, J. Sharp, D.S. Hippe, D.A. Zamora, M. Mossa-Basha
Use of CTA Test Dose to Trigger a Low Cardiac Output Protocol Improves Acute Stroke CTP Data Analyzed with RAPID Software
American Journal of Neuroradiology Mar 2022, 43 (3) 388-393; DOI: 10.3174/ajnr.A7428

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Use of CTA Test Dose to Trigger a Low Cardiac Output Protocol Improves Acute Stroke CTP Data Analyzed with RAPID Software
J.B. Hartman, S. Moran, C. Zhu, J. Sharp, D.S. Hippe, D.A. Zamora, M. Mossa-Basha
American Journal of Neuroradiology Mar 2022, 43 (3) 388-393; DOI: 10.3174/ajnr.A7428
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