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Research ArticleInterventional

Comparative Effectiveness of Ruptured Cerebral Aneurysm Therapies: Propensity Score Analysis of Clipping versus Coiling

J.S. McDonald, R.J. McDonald, J. Fan, D.F. Kallmes, G. Lanzino and H.J. Cloft
American Journal of Neuroradiology January 2014, 35 (1) 164-169; DOI: https://doi.org/10.3174/ajnr.A3642
J.S. McDonald
aFrom the Departments of Radiology (J.S.M., R.J.M., D.F.K., G.L., H,J,C.)
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R.J. McDonald
aFrom the Departments of Radiology (J.S.M., R.J.M., D.F.K., G.L., H,J,C.)
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J. Fan
bHealth Sciences Research (J.F.)
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D.F. Kallmes
aFrom the Departments of Radiology (J.S.M., R.J.M., D.F.K., G.L., H,J,C.)
cNeurosurgery (D.F.K., G.L., H.J.C.), Mayo Clinic, Rochester Minnesota.
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G. Lanzino
aFrom the Departments of Radiology (J.S.M., R.J.M., D.F.K., G.L., H,J,C.)
cNeurosurgery (D.F.K., G.L., H.J.C.), Mayo Clinic, Rochester Minnesota.
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H.J. Cloft
cNeurosurgery (D.F.K., G.L., H.J.C.), Mayo Clinic, Rochester Minnesota.
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    Fig 1.

    Trends in use of clipping and coiling of ruptured aneurysms from 2006–2011.

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    Fig 2.

    Distribution of propensity scores in the study population. Patients who underwent clipping are shown above the x-axis; patients who underwent coiling are shown below the x-axis.

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    Fig 3.

    Sensitivity analysis of unmeasured confounders. Sensitivity analysis was performed by use of the lower 95% confidence interval of the odds ratio of discharge to long-term care (1.12). The x-axis represents the hypothetical prevalence of an unmeasured confounder in the clipping group; y-axis represents the hypothetical odds ratio associated with this unmeasured confounder. Curved lines represent the required strength of unmeasured confounder (defined by odds ratio[s]) that would be required to nullify the observed differences in discharge to long-term care between treated groups at selected confounder prevalence rates within the coiling group (5%, 10%, 20%, 30%, and 40%). For a given prevalence within the coiling group, a single unmeasured confounder could potentially nullify significant differences in study outcomes if the data point representing associated odds ratio and clipping prevalence is on or above the depicted curve. Point A depicts an example of a confounder with a prevalence of 15% in the clipping group and 5% in the coiling group; in this case, an odds ratio of approximately 2.2 is needed to nullify the significant difference in discharge to long-term care. If the prevalence of the same confounder increased to 10% in the coiling group, an odds ratio of approximately 4.3 (point B) would be needed to nullify the significant difference.

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    Table 1:

    Patient and hospital demographics of patients with ruptured aneurysm

    ClippingCoilingP Valuea
    No. of patients12284001
    Patients
        Age, y, median (IQR)53 (45–62)55 (46–65)<.0001
        Female, n (%)814 (66)2839 (71).0020
    Race, n (%)
        White742 (60)2290 (57).0512
        Black193 (16)640 (16).86
        Hispanic66 (5)220 (6).94
        Other227 (18)851 (21).0360
    Admission status, n (%)
        Elective101 (8)480 (12).0002
        Urgent287 (23)1063 (27).0253
        Emergency840 (68)2458 (61)<.0001
    Admission source, n (%)
        Nonmedical source382 (31)1475 (37).0002
        Transfer from hospital/care facility350 (29)1350 (34).0006
        Emergency department470 (38)1106 (28)<.0001
        Clinic26 (2)70 (2).40
    Charlson score1 (1–2)1 (1–2).0054
    Endovascular procedure
        Day of procedure (range)2 (1–3)2 (1–2)<.0001
    Hospital
        Region, n (%)
            Midwest186 (15)450 (11).0004
            South576 (47)1689 (42).0038
            Northeast266 (22)1307 (33)<.0001
            West200 (16)555 (14).0368
        No. of beds, n (range)623 (439–725)623 (448–683).19
        Urban location vs rural, n (%)1215 (99)3908 (98).0051
        Teaching vs nonteaching, n (%)818 (67)2721 (68).36
    • Note:—IQR indicates interquartile range.

    • ↵a P values derived from Wilcoxon rank sum test or Fisher exact test.

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    Table 2:

    Patient and hospital demographics of patients matched by propensity score

    ClippingCoilingP Valuea
    No. of patients12271227
    Patients
        Age, y, median (IQR)53 (45–62)53 (45–63).19
        Female, n (%)814 (66)798 (65).49
        Race, n (%)
            White741 (60)740 (60).97
            Black193 (16)196 (16).86
            Hispanic66 (5)66 (5).99
            Other227 (19)225 (18).92
    Admission status, n (%)
        Elective101 (8)100 (8).94
        Urgent287 (23)309 (25).27
        Emergency839 (68)818 (67).31
    Admission source, n (%)
        Nonmedical source382 (30)368 (31).52
        Transfer from hospital/care facility350 (29)370 (30).35
        Emergency department469 (38)458 (37).59
        Clinic26 (2)31 (3).50
    Charlson score1 (1–2)1 (1–2).34
    Endovascular procedure
        Day of procedure (range)2 (1–3)2 (1–2).99
    Hospital
        Region, n (%)
            Midwest189 (15)185 (15).81
            South576 (47)568 (46).74
            Northeast266 (22)257 (21).59
            West200 (16)213 (17).47
        No. of beds (range)623 (439–725)620 (440–683).85
        Urban location vs rural, n (%)1214 (99)1213 (99).83
        Teaching vs nonteaching, n (%)817 (67)811 (66).79
    • Note:—IQR indicates interquartile range.

    • ↵a P values derived from conditional logistic regression, controlling for paired data through conditional estimation.

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    Table 3:

    Patient outcomes after 1:1 matching by propensity score

    Incidence in ClippingIncidence in CoilingORa (95% CI)P Value
    In-hospital mortality146/1227 (12%)154/1227 (13%)0.94 (0.73–1.21).62
    Discharge to long-term care520/1227 (42%)438/1227 (36%)1.32 (1.12–1.56).0006
    Ischemic complicationsb331/1227 (27%)256/1227 (21%)1.51 (1.24–1.83).0009
    Hydrocephalus445/1227 (36%)500/1227 (41%)0.83 (0.70–0.98).0210
    Postop neuro complications109/1227 (9%)69/1227 (6%)1.64 (1.18–2.27).0018
    Other postop surgical complications70/1227 (6%)46/1227 (4%)1.55 (1.05–2.33).0240
    Ventriculostomy462/1227 (38%)457/1227 (37%)1.02 (0.86–1.20).84
    Ventriculoperitoneal shunt surgery148/1227 (12%)174/1227 (14%)0.83 (0.65–1.06).11
    Tracheostomy159/1227 (13%)157/1227 (13%)1.01 (0.80–1.29).90
    • Note:—Postop indicates postoperative.

    • ↵a Odds ratio of clipping versus coiling.

    • ↵b Defined as aphasia, hemiplegia, or paraplegia or cerebral artery occlusion not present at admission.

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J.S. McDonald, R.J. McDonald, J. Fan, D.F. Kallmes, G. Lanzino, H.J. Cloft
Comparative Effectiveness of Ruptured Cerebral Aneurysm Therapies: Propensity Score Analysis of Clipping versus Coiling
American Journal of Neuroradiology Jan 2014, 35 (1) 164-169; DOI: 10.3174/ajnr.A3642

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Comparative Effectiveness of Ruptured Cerebral Aneurysm Therapies: Propensity Score Analysis of Clipping versus Coiling
J.S. McDonald, R.J. McDonald, J. Fan, D.F. Kallmes, G. Lanzino, H.J. Cloft
American Journal of Neuroradiology Jan 2014, 35 (1) 164-169; DOI: 10.3174/ajnr.A3642
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