| Literature DB >> 29037015 |
Peter B Sporns1, Michael Schwake2, André Kemmling3, Jens Minnerup4, Wolfram Schwindt1, Thomas Niederstadt1, Rene Schmidt5, Uta Hanning1,6.
Abstract
BACKGROUND ANDEntities:
Keywords: Cerebral hemorrhage; Computed tomography; Hematoma; Stroke
Year: 2017 PMID: 29037015 PMCID: PMC5647634 DOI: 10.5853/jos.2016.02061
Source DB: PubMed Journal: J Stroke ISSN: 2287-6391 Impact factor: 6.967
Univariable analysis of predictors of poor outcome
| Baseline characteristics | OR | 95% CI | |
|---|---|---|---|
| Age at admission (years) | 1.012 | 0.993–1.032 | 0.202 |
| Gender (ref: female) | 0.66 | 0.36–1.11 | 0.168 |
| Bleeding localization | 0.062 | ||
| Lobe vs. basal ganglia | 0.80 | 0.43–1.49 | 0.486[ |
| Infratentorial vs. basal ganglia | 0.24 | 0.07–0.84 | 0.026[ |
| Hypertension | 1.49 | 0.83–2.70 | 0.183 |
| Diabetes | 0.89 | 0.36–2.17 | 0.793 |
| Intraventricular hemorrhage | 2.58 | 1.41–4.71 | 0.002 |
| Intracerebral hemorrhage volume (mL) | 1.04 | 1.02–1.06 | <0.001 |
| Black hole sign | 11.40 | 2.61–49.89 | <0.001 |
| Blend sign | 8.56 | 2.90–25.51 | <0.001 |
| Spot sign | 13.24 | 3.90–44.95 | <0.001 |
Univariable analysis of predictors of poor outcome using logistic regression. Given are OR with 95% CI and P-value of likelihood ratio test if not otherwise specified.
OR, odds ratio; CI, confidence interval.
P-value of Wald test.
Comparison of baseline demographic, clinical and radiological characteristics between patients with good outcome and those with poor outcome
| Baseline clinical and imaging characteristics | All (n=182) | Good outcome (mRS≤3) (n=78) | Poor outcome (mRS>3) (n=104) | |
|---|---|---|---|---|
| Age at admission (years) | 68 (54–79) | 68 (52–78) | 69 (55–79) | 0.392 |
| Female | 83 (45.6) | 31 (39.7) | 52 (50.0) | 0.179 |
| Hypertension | 99 (54.4) | 38 (48.7) | 61 (58.7) | 0.229 |
| Diabetes mellitus | 22 (12.1) | 10 (12.8) | 12 (11.5) | 0.821 |
| Bleeding location | 0.108 | |||
| Basal ganglia | 87 (47.8) | 33 (42.3) | 54 (51.9) | |
| Lobe | 81 (44.5) | 35 (44.9) | 46 (44.2) | |
| Brainstem | 6 (3.3) | 5 (6.4) | 1 (1.0) | |
| Cerebellum | 8 (4.4) | 5 (6.4) | 3 (2.9) | |
| Hematoma volume (mL) | 22.4 (8.3–42.7) | 11.1 (4.7–26.6) | 31.5 (55.3–79.0) | <0.001 |
| Intraventricular hemorrhage | 101 (55.5) | 33 (42.3) | 68 (65.4) | 0.003 |
| Black hole sign | 26 (14.3) | 2 (2.6) | 24 (23.1) | <0.001 |
| Blend sign | 37 (20.3) | 4 (5.1) | 33 (31.7) | <0.001 |
| Spot sign | 39 (21.4) | 3 (3.8) | 36 (34.6) | <0.001 |
Values are presented as median (interquartile range) or number (%).
mRS, modified Rankin Scale.
Sensitivity, specificity, PPV and NPV of BHS and BS as compared to SS
| SS | BHS | BS | |||
|---|---|---|---|---|---|
| Any location (n=182) | |||||
| Sensitivity | 34.6 (25.6–44.58) | 23.1 (15.4–32.4) | 0.029 | 31.7 (23.0–41.6) | 0.607 |
| Specificity | 96.2 (89.2–99.2) | 97.4 (91.4–99.7) | 1.000 | 94.9 (87.4–98.6) | 1.000 |
| PPV | 92.3 (79.1–98.4) | 92.3 (74.9–99.1) | 1.000 | 89.2 (74.6–97.0) | 0.393 |
| NPV | 52.4 (43.9–60.9) | 48.7 (40.7–56.8) | 0.563 | 51.0 (42.6–59.4) | 0.347 |
| Basal ganglia (n=87) | |||||
| Sensitivity | 25.9 (15.0–39.7) | 22.2 (12.0–35.6) | 0.754 | 22.2 (12.0–35.6) | 0.687 |
| Specificity | 97.0 (84.2–99.9) | 97.0 (84.2–99.9) | 1.000 | 97.0 (84.2–99.9) | 1.000 |
| PPV | 93.3 (68.1–99.8) | 92.3 (64.0–99.8) | 0.857 | 92.3 (64.0–99.8) | 0.901 |
| NPV | 44.4 (32.7–56.6) | 43.2 (31.8–55.3) | 1.000 | 43.2 (31.8–55.3) | 0.520 |
| Lobe (n=81) | |||||
| Sensitivity | 45.7 (30.9–61.0) | 23.9 (12.6–38.8) | 0.013 | 43.5 (28.9–58.9) | 1.000 |
| Specificity | 94.3 (80.8–99.3) | 97.1 (85.1–99.9) | 1.000 | 91.4 (77.0–98.2) | 1.000 |
| PPV | 91.3 (72.0–98.9) | 91.7 (61.5–99.8) | 0.970 | 87.0 (66.4–97.2) | 0.293 |
| NPV | 56.9 (43.2–69.8) | 49.3 (37.0–61.6) | 0.476 | 55.2 (41.5–68.3) | 0.499 |
Sensitivity, specificity, PPV, NPV of Spot Sign, Blend Sign and Black Hole Sign method to predict poor outcome. Values are presented as number (95% confidene interval). P-values refer to pairwise comparison of BHS or BS with SS, respectively, and denote either P-value of McNemar’s test (for sensitivity and specificity) or P-value of the test of Leisenring11 (for PPV and NPV). For infratentorial location (n=14) no measures are given due to small sample size.
PPV, positive predictive value; NPV, vegative predictive value; BHS, black hole sign; BS, blend sign; SS, spot sign.
Multivariable analysis of predictors for poor outcome: the final model
| Baseline characteristics | OR | 95% CI | |
|---|---|---|---|
| Age at admission (years) | - | - | N/S: 0.597 |
| Gender (ref: female) | - | - | N/S: 0.097 |
| Bleeding localization (ref: basal ganglia) | - | - | N/S: 0.270 |
| Hypertension | - | - | N/S: 0.061 |
| Diabetes | - | - | N/S: 0.750 |
| Intraventricular hemorrhage | 2.22 | 1.12–4.44 | 0.022 |
| Intracerebral hemorrhage volume (mL) | 1.03 | 1.01–1.05 | <0.001 |
| Black hole sign | - | - | N/S: 0.116 |
| Blend sign | - | - | N/S: 0.128 |
| Spot sign | 11.43 | 3.25–40.24 | <0.001 |
Multivariable analysis of predictors of poor outcome using stepwise forward selection in logistic regression (for details, see Methods). Given are OR with 95% CI and P-value of likelihood ratio test for selected variables. For non-selected variables P-value of score test is displayed. No interaction terms were selected.
OR, odds ratio; CI, confidence interval; N/S, not selected.
Agreement (Cohen’s kappa) between SS, BS, and BHS
| SS | BS | BHS | |
|---|---|---|---|
| SS | 1.000 | 0.701 | 0.424 |
| BS | 0.701 | 1.000 | 0.409 |
| BHS | 0.424 | 0.409 | 1.000 |
Cohen’s kappa between SS, BS and BHS.
SS, spot sign; BS, blend sign; BHS, black hole sign.
Figure 1.Venn diagram showing degree of agreement between imaging parameters blend sign (BS), black hole sign (BHS), and spot sign (SS).
Figure 2.Predicted probability of poor outcome depending on ICH volume with and without spot sign, with and without intraventricular hemorrhage according to the final multivariable model (Table 4).