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Research ArticleNeurointervention
Open Access

Leukoaraiosis Attenuates Diagnostic Accuracy of Large-Vessel Occlusion Scales

Y. Mayasi, R.P. Goddeau, M. Moonis, B. Silver, A.H. Jun-O'Connell, A.S. Puri and N. Henninger
American Journal of Neuroradiology November 2017, DOI: https://doi.org/10.3174/ajnr.A5473
Y. Mayasi
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
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R.P. Goddeau Jr
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
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M. Moonis
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
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B. Silver
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
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A.H. Jun-O'Connell
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
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A.S. Puri
bDepartment of Radiology, Division of Neurointerventional Radiology (A.S.P.)
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N. Henninger
aFrom the Department of Neurology (Y.M., R.P.G., M.M., B.S., A.H.J.-O., N.H.)
cDepartment of Psychiatry (N.H), University of Massachusetts Medical School, Worcester, Massachusetts.
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    FIGURE.

    NIHSS and LVO distribution in the tested cohort. A, Relative frequency of NIHSS scores as stratified by the presence-versus-absence of large-artery occlusion. B, Distribution of NIHSS scores according to large-artery occlusion status. There was no difference in the distribution of NIHSS scores (bins) between subjects with absent-to-mild versus moderate-to-severe leukoaraiosis (P = .319, χ2 test).

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    Table 1:

    Baseline characteristics (unadjusted) of the studied patient population as stratified by the presence-versus-absence of proximal LVOa

    CharacteristicsAll Patients (n = 274)LVO (n = 46)No LVO (n = 228)P Value
    Age (yr)69 (60–80)68 (58–77)70 (60–81).347
    Female sex126 (46%)24 (52%)102 (45%).418
    Admission NIHSS score5 (2–10)14 (4–17)4 (2–9)<.001
    Prestroke mRS0 (0–1)0 (0–1)0 (0–1).774
    LVO stroke scale scores
        3I/SS1 (0–2)2 (1–3)1 (0–2)<.001
        VAN0 (1–2)3 (0–4)0 (0–2)<.001
        CPSSS0 (0–1)1 (0–3)0 (0–1).001
        FAST-ED2 (0–4)4 (2–6)1 (0–3)<.001
        RACE2 (0–4)5 (1–7)1 (0–3)<.001
    Laboratory data
        Admission glucose level (mg/dL)119 (100–142)120 (105–143)119 (99–142).515
        Admission creatinine level (mg/dL)0.95 (0.78–1.20)0.90 (0.73–1.0)0.97 (0.79–1.20).090
        HbA1c level (%) (n = 161)5.9 (5.7–6.5)6.0 (5.6–6.3)5.9 (5.7–6.6).794
        LDLc level (mg/dL) (n = 171)93 (72–123)89 (65–111)94 (74–123).274
    Neuroimaging
        Fazekas scale score (0–2)129 (48%)30 (65%)99 (43%).009
    Pre-existing risk factors
        Hypertension210 (77%)34 (74%)176 (77%).703
        Hyperlipidemia152 (56%)26 (57%)132 (58%).076
        Diabetes75 (27%)11 (24%)64 (28%).594
        Prior stroke or TIA59 (22%)6 (13%)53 (23%).168
        Atrial fibrillation42 (15%)8 (17%)34 (15%).823
        Coronary artery disease58 (21%)4 (9%)54 (24%).028
        Congestive heart failure20 (7%)1 (2%)19 (8%).215
        Peripheral arterial disease18 (7%)1 (2%)17 (8%).221
    Preadmission medications
        Statin124 (45%)19 (41%)105 (46%).689
        Antihypertensive185 (67%)32 (70%)153 (67%).863
        Antiglycemic53 (19%)9 (20%)44 (19%)1.000
        Antiplatelets145 (53%)24 (52%)121 (53%)1.000
        Oral anticoagulant19 (7%)4 (9%)15 (7%).749
    • Note:—HbA1c indicates glycated hemoglobin A1c; LDLc, low-density lipoprotein cholesterol.

    • ↵a Proximal LVO is defined as an occlusion of the internal carotid artery or middle cerebral artery M1 segment. Data are No. (%) or median (25th–75th percentile).

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    Table 2:

    Diagnostic accuracy of prehospital stroke scales in predicting LVO stratified by leukoaraiosis severitya

    ScaleSensitivity (%)Specificity (%)PPV (%)NPV (%)κ
    Total cohort (n = 274)
    3I/SS ≥422 (11–36)90 (86–94)31 (19–47)85 (83–87)0.14 (0–0.28)
    VAN ≥270 (54–82)63 (57–69)28 (23–33)91 (87–94)0.20 (0.10–0.30)
    CPSSS ≥241 (27–57)79 (74–84)29 (19–47)87 (84–90)0.18 (0.05–0.31)
    RACE ≥550 (35–65)85 (80–89)40 (31–51)89 (86–92)0.32 (0.18–0.46)
    FAST-ED ≥457 (41–71)79 (73–84)35 (27–43)90 (83–87)0.28 (0.15–0.41)
    Absent-to-mild leukoaraiosis (Fazekas scale score, 0–2; n = 129)
    3I/SS ≥450 (21–79)88 (80–94)33 (18–52)94 (89–96)0.09 (0–0.27)
    VAN ≥273 (54–88)68 (58–77)41 (32–50)89 (82–94)0.32 (0.16–0.48)
    CPSSS ≥237 (20–56)87 (79–93)46 (30–63)82 (77–86)0.25 (0.06–0.45)
    RACE ≥553 (34–72)91 (83–96)64 (46–78)87 (81–90)0.47 (0.29–0.65)
    FAST-ED ≥457 (37–75)84 (75–90)52 (38–65)86 (81–91)0.39 (0.09–0.57)
    Moderate-to-severe leukoaraiosis (Fazekas scale score, 3–6; n = 145)
    3I/SS ≥425 (7–52)92 (86–96)29 (12–53)91 (88–93)0.18 (0–0.41)
    VAN ≥263 (35–85)60 (51–68)16 (11–23)93 (87–96)0.10 (0–0.22)
    CPSSS ≥250 (25–75)74 (65–81)19 (12–29)92 (88–95)0.14 (0–0.29)
    RACE ≥544 (20–70)81 (73–87)22 (13–35)92 (88–94)0.17 (0–0.35)
    FAST-ED ≥456 (30–80)74 (66–82)21 (14–32)93 (89–96)0.11 (0–0.27)
    • Note:—NPV indicates negative predictive value; PPV, positive predictive value.

    • ↵a Data in parentheses are 95% CI.

    • View popup
    Table 3:

    Multivariable logistic regression analysis for the ability of previously defined clinical stroke scale cutoffs to predict large-vessel occlusion in the examined cohort

    Stroke ScaleCrude OR (95% CI)P ValueAdjusted OR (95% CI)aP Value
    3I/SS ≥44.736 (1.513–14.826).0085.389 (0.856–33.908).073
    VAN ≥23.918 (1.979–7.760)<.0012.468 (0.845–7.206).098
    CPSSS ≥22.710 (1.388–5.290).0032.794 (0.973–8.028).056
    RACE ≥55.706 (2.881–11.299)<.0013.236 (1.099–9.527).033
    FAST-ED ≥44.749 (2.447–9.217)<.0013.740 (1.291–10.839).015
    • ↵a Each model was adjusted for leukoaraiosis burden (as determined by the Fazekas scale score) as well as Leukoaraiosis × Stroke Scale Interaction. When additionally entered into the model, the prestroke modified Rankin Scale, age, sex, hypertension, history of stroke/transient ischemic attack, and atrial fibrillation were not retained in the final step of the analysis. In all analyses, leukoaraiosis and stroke scales were entered as dichotomized variables. When all analyses were repeated by entering the Fazekas scale score and stroke scale scores as ordinal variables, the VAN (P = .029), CPSSS (P = .024), FAST-ED (P = .003), RACE (P = .002), and 3I/SS (P = .006) scores predicted LVO independent of the leukoaraiosis burden (not shown). There was no Leukoaraiosis × Stroke Scale Interaction in any of the examined models (P > .05, each).

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Y. Mayasi, R.P. Goddeau, M. Moonis, B. Silver, A.H. Jun-O'Connell, A.S. Puri, N. Henninger
Leukoaraiosis Attenuates Diagnostic Accuracy of Large-Vessel Occlusion Scales
American Journal of Neuroradiology Nov 2017, DOI: 10.3174/ajnr.A5473

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Leukoaraiosis Attenuates Diagnostic Accuracy of Large-Vessel Occlusion Scales
Y. Mayasi, R.P. Goddeau, M. Moonis, B. Silver, A.H. Jun-O'Connell, A.S. Puri, N. Henninger
American Journal of Neuroradiology Nov 2017, DOI: 10.3174/ajnr.A5473
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