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Research ArticleAdult Brain
Open Access

Infarct Volume Predicts Hospitalization Costs in Anterior Circulation Large-Vessel Occlusion Stroke

C.D. Streib, S. Rangaraju, D.T. Campbell, D.G. Winger, S.L. Paolini, A.J. Zhang, B.T. Jankowitz, A.P. Jadhav and T.G. Jovin
American Journal of Neuroradiology January 2019, 40 (1) 51-58; DOI: https://doi.org/10.3174/ajnr.A5917
C.D. Streib
aFrom the Department of Neurology (C.D.S., A.J.Z.), University of Minnesota, Minneapolis, Minnesota
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
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S. Rangaraju
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
cDepartment of Neurology (S.R.), Emory University, Atlanta, Georgia
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D.T. Campbell
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
dDepartment of Neurology (D.T.C.), WellStar Kennestone Hospital, Marietta, Georgia
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D.G. Winger
eClinical Translational Science Institute (D.G.W.), University of Pittsburgh, Pittsburgh, Pennsylvania.
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S.L. Paolini
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
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A.J. Zhang
aFrom the Department of Neurology (C.D.S., A.J.Z.), University of Minnesota, Minneapolis, Minnesota
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B.T. Jankowitz
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
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A.P. Jadhav
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
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T.G. Jovin
bDepartment of Neurology, Stroke Institute (C.D.S., S.L.P., B.T.J., A.P.J., T.G.J., S.R., D.T.C.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
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    Fig 1.

    Study flow diagram. Endovascular stroke data base July 2014 to October 2014: three hundred twenty-four total stroke interventions (66 posterior circulation, 88 at an affiliated hospital without cost-tracking) with 173 patients eligible for anterior circulation large-vessel occlusion.

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    Fig 2.

    Univariate analysis: cost versus final infarct volume.

Tables

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    Table 1:

    Baseline patient demographicsa

    All Patients (n = 341)Endovascular Therapy (n = 133)IV tPA-Only (n = 61)No Reperfusion Therapy (n = 147)
    Cost (median) (IQR)$16,446$21,871$14,456$13,401
    ($9823–$27,165)($15,672–$31,363)($7626–$19,701)($8308–$23,589)
    Age (median) (IQR)69 (57–80)68 (58–80)75 (59–83)66 (55–79)
    Female165 (48.4%)65 (48.9%)33 (54.1%)67 (45.6%)
    A. Fib162 (47.5%)65 (48.9%)37 (60.7%)60 (40.9%)
    Alcohol abuse27 (7.9%)7 (5.3%)4 (6.6%)16 (10.9%)
    Anticoagulation29 (8.5%)11 (8.3%)5 (8.2%)13 (8.8%)
    CAD78 (23.0%)26 (19.6%)19 (31.7%)33 (22.6%)
    CAS72 (21.1%)23 (17.3%)10 (16.4%)39 (26.5%)
    CHF59 (17.5%)15 (11.4%)17 (28.3%)27 (18.5%)
    CKD19 (5.6%)3 (2.3%)4 (6.7%)12 (8.2%)
    Dementia15 (4.4%)2 (1.5%)7 (11.7%)6 (4.1%)
    Dissection17 (5.0%)9 (6.8%)2 (3.3%)6 (4.1%)
    DMII103 (30.2%)51 (38.3%)25 (41.0%)27 (18.4%)
    Hyperlipidemia149 (43.7%)64 (48.1%)29 (47.5%)56 (38.1%)
    Hypertension291 (85.3%)111 (83.5%)55 (90.2%)125 (85.0%)
    Illicit drug use8 (2.3%)0 (0.0%)0 (0.0%)8 (5.5%)
    Obesity44 (12.9%)12 (9.0%)19 (31.1%)13 (8.8%)
    OSA31 (9.2%)12 (9.0%)8 (13.1%)11 (7.5%)
    Psychiatric33 (9.7%)9 (6.8%)7 (11.5%)17 (11.6%)
    Tobacco124 (36.6%)40 (30.1%)21 (34.4%)63 (42.9%)
    • Note:—A. Fib indicates atrial fibrillation; CAD, coronary artery disease; Dissection, ipsilateral carotid dissection; CAS, ipsilateral carotid artery stenosis; CHF, congestive heart failure; CKD, chronic kidney disease; DMII, diabetes mellitus II; OSA, obstructive sleep apnea; Psychiatric, any psychiatric comorbidity.

    • ↵a Values represent total number and percentage unless otherwise indicated.

    • View popup
    Table 2:

    Stroke characteristicsa

    All Patients (n = 341)Endovascular Therapy (n = 133)IV tPA-Only (n = 61)No Reperfusion Therapy (n = 147)
    Baseline NIHSS (median) (IQR)16 (13–21)16 (13–19)16 (12–22)17 (13–21)
    FIV (mL) (median) (IQR)59.9 (17.1–129)27 (9.4–86.0)62.5 (8.7–118.7)93 (37.8–170.0)
    Left hemisphere175 (51.3%)65 (48.9%)38 (62.3%)72 (48.9%)
    Level of occlusion
        Extracranial ICA7 (2.0%)2 (1.5%)4 (6.6%)1 (0.6%)
        Tandem occlusion39 (11.4%)31 (23.3%)2 (3.3%)6 (4.1%)
        Intracranial ICA79 (23.2%)16 (12.0%)9 (14.8%)54 (36.7%)
        M1 division of MCA166 (48.7%)74 (55.6%)33 (54.1%)59 (40.1%)
        M2 division of MCA50 (14.7%)10 (7.5%)13 (21.3%)27 (18.4%)
    PH114 (4.1%)3 (2.3%)8 (13.1%)4 (2.7%)
    PH29 (2.6%)5 (3.8%)3 (4.9%)1 (0.7%)
    ASPECTS (median) (IQR)Data unavailable8 (7–9)Data unavailableData unavailable
    Wake-up strokeData unavailable19 (14.3%)Data unavailableData unavailable
    Onset to treatment (min) (median) (IQR)310 (236–465)138 (115–155)
    IA intubation5 (3.7%)
    Recanalization (mTICI)
        mTICI 01 (0.8%)
        mTICI 11 (0.8%)
        mTICI 2a4 (3.0%)
        mTICI 2b91 (68.7%)
        mTICI 336 (26.9%)
    • Note:—IA indicates intra-arterial (ie, endovascular treatment).

    • ↵a Values represent total number and percentage unless otherwise indicated.

    • View popup
    Table 3:

    Significant predictors of cost

    P ValuePartial Eta2Exponentiated β-Coefficient (95% CI)b
    Primary analysis: all ACLVOa (n = 341)
        FIV (mL)<.000120.87%1.0037 (1.0029–1.0048)
        PH types 1 and 2<.00015.22%1.6399 (1.3050–2.0610)
        NIHSS.00242.76%1.0161 (1.0057–1.0266)
        Obstructive sleep apnea.00402.48%1.3391 (1.0981–1.6329)
        Age (yr).00892.06%0.9946 (0.9906–0.9986)
        Ipsilateral carotid stenosis.01951.65%1.1902 (1.0285–1.3774)
    Subgroup analysis by treatment group
        Endovascular therapy (n = 133)
            FIV (mL).000310.03%1.0024 (1.0011–1.0037)
            PH type 1.00069.24%2.4942 (1.4926–4.1680)
            Obstructive sleep apnea.00187.71%1.5211 (1.1727–1.9730)
            NIHSS.01205.08%1.0206 (1.0046–1.0368)
            Ipsilateral carotid stenosis.02903.85%1.2481 (1.0234–1.5221)
            mTICI scorec.03641.79%Multilevel variable
        IV tPA-only (n = 61)
            FIV (mL)<.000129.11%1.0043 (1.0025–1.0060)
            NIHSS.03007.99%1.0273 (1.0273–1.0524)
        No reperfusion therapy (n = 147)
            FIV (mL)<.000127.92%1.0042 (1.0031–1.0053)
            PH types 1 and 2.00058.37%2.6371 (1.5458–4.4988)
            Obstructive sleep apnea.03003.29%1.5057 (1.0407–2.1784)
            Age (yr).03303.20%0.9925 (0.9857–0.9937)
    • ↵a Controlled for treatment type: endovascular, IV-tPA, and no reperfusion therapy.

    • ↵b The exponentiated β-coefficient represents the multiplicative change in cost associated with an increase in 1 unit of a continuous variable (or the presence of a categoric variable), while holding all other variables constant.

    • ↵c Multilevel variable with F-distribution.

    • View popup
    Table 4:

    Expected cost burden per additional infarct volumea

    Increased Stroke Burden (mL)Expected Increase in Hospitalization CostNet Expected Cost IncreaseCost per Additional 1 mL of Stroke Burden
    10.37%$75.11$75.11
    103.75%$763.75$76.38
    5020.23%$4116.33$82.33
    10044.54%$9065.25$90.65
    15073.78%$15,015.15$100.10
    200108.93%$22,168.52$110.84
    247.2b148.61%$30,244.13$122.35
    300202.00%$41,108.50$137.03
    350263.09%$53,539.62$152.97
    400336.52%$68,485.11$171.21
    413.3c358.44%$72,946.41$176.50
    • ↵a With reference to mean cost = $20,351.23 and primary multivariable analysis (Table 3), holding all variables constant while increasing the FIV.

    • ↵b Range of FIVs observed (fifth–95th percentile).

    • ↵c Full range of observed FIVs (0–100th percentile).

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C.D. Streib, S. Rangaraju, D.T. Campbell, D.G. Winger, S.L. Paolini, A.J. Zhang, B.T. Jankowitz, A.P. Jadhav, T.G. Jovin
Infarct Volume Predicts Hospitalization Costs in Anterior Circulation Large-Vessel Occlusion Stroke
American Journal of Neuroradiology Jan 2019, 40 (1) 51-58; DOI: 10.3174/ajnr.A5917

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Infarct Volume Predicts Hospitalization Costs in Anterior Circulation Large-Vessel Occlusion Stroke
C.D. Streib, S. Rangaraju, D.T. Campbell, D.G. Winger, S.L. Paolini, A.J. Zhang, B.T. Jankowitz, A.P. Jadhav, T.G. Jovin
American Journal of Neuroradiology Jan 2019, 40 (1) 51-58; DOI: 10.3174/ajnr.A5917
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