| Literature DB >> 25029592 |
Chih-Wei Wang1, Yi-Jui Liu2, Yi-Hsiung Lee2, Dueng-Yuan Hueng3, Hueng-Chuen Fan4, Fu-Chi Yang5, Chun-Jen Hsueh1, Hung-Wen Kao1, Chun-Jung Juan1, Hsian-He Hsu1.
Abstract
PURPOSE: To investigate the performance of hematoma shape, hematoma size, Glasgow coma scale (GCS) score, and intracerebral hematoma (ICH) score in predicting the 30-day mortality for ICH patients. To examine the influence of the estimation error of hematoma size on the prediction of 30-day mortality.Entities:
Mesh:
Year: 2014 PMID: 25029592 PMCID: PMC4100880 DOI: 10.1371/journal.pone.0102326
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Axial brain CT images demonstrating regular hematoma shapes (A–C) and irregular hematoma shapes (D–I).
Regular hematoma shape implies roundish (A) or ovoid (B & C) shape with smooth margin, while irregular hematoma shape refers to pleomorphic contour (D–F), separated adjacent hematomas (G & H) and multicentric hematomas (I).
Demographic and clinical characteristics of ICH patients.
| Variable | Death | Survival | Total (n = 106) |
| Missing data | |
| Males | 11 (68.8%) | 58 (64.4%) | 69 (65.1%) | 0.74 | 0 | |
| Age (years) | 62.1±16.1 | 63.0±15.2 | 62.8±15.3 | 0.83 | 0 | |
| Age ≧ 80 years | 3 (18.8%) | 16 (17.8%) | 19 (17.9%) | 0.92 | 0 | |
|
| Systolic BP (mmHg) | 185.3±2.3 | 171.6±34.3 | 173.7±35.7 | 0.23 | 0 |
| Diastolic BP (mmHg) | 96.6±14.3 | 91.3±18.7 | 9.1±18.1 | 0.21 | 0 | |
| Pulse pressure (mmHg) | 88.7±30.7 | 80.3±25.3 | 81.6±26.2 | 0.31 | 0 | |
| Pulse rate (per minute) | 91.8±14.8 | 89.7±12.3 | 90.0±12.7 | 0.60 | 0 | |
| Respiratory rate (per minute) | 20.1±1.7 | 19.7±1.9 | 19.7±1.8 | 0.44 | 0 | |
| Body temperature (°C) | 36.7±0.3 | 36.8±0.4 | 36.8±0.4 | 0.12 | 0 | |
|
| Glucose (mg/dL) | 185.6±89.5 | 145.4±51.3 | 149.5±57 | 0.22 | 18 (17.0%) |
| WBC count (×103/µL) | 11.9±5.3 | 10.5±3.9 | 10.7±4.1 | 0.34 | 3(2.8%) | |
| Hemoglobin (mg/dL) | 12.2±2.8 | 13.3±2.4 | 13.1±2.5 | 0.16 | 1 (0.9%) | |
| Platelet count (×105/µL) | 1.76±0.83 | 2.53±0.99 | 2.43±1.0 | 0.003 | 1 (0.9%) | |
| INR | 1.4±0.5 | 1.2±1.0 | 1.2±1.0 | 0.43 | 19 (18.0%) | |
|
| Irregular shape | 12 (75%) | 33 (36.7%) | 45 (42.5%) | 0.004 | 0 |
| Hematoma size (mL) (CAVA) | 62.7±57.2 | 21.6±26.2 | 27.8±35.6 | < 0.001 | 0 | |
| Hematoma size (mL) (ABC/2) | 90.3±20.1 | 29.5±4.0 | 38.7±51.0 | 0.009 | 0 | |
| Hematoma size >30 mL (CAVA) | 11 (68.8%) | 19 (21.1%) | 30 (28.3%) | 0.001 | 0 | |
| Hematoma size >30 mL (ABC/2) | 11 (68.8%) | 24 (26.7%) | 35 (33.0) | 0.001 | 0 | |
| Intraventricular hemorrhage | 11 (68.8%) | 36 (40%) | 47 (44.3%) | 0.032 | 0 | |
| Infratentorial origin | 3 (18.8%) | 10 (11%) | 13 (12.3%) | 0.48 | 0 | |
| GCS score | 4.4±2.1 | 10.8±3.9 | 9.8±4.3 | <0.001 | 0 | |
| ICH score | 3.6±1.0 | 1.5±1.3 | 1.8±1.5 | <0.001 | 0 |
Note: Data are presented as mean ± standard deviation or numbers (%); BP: blood pressure; GCS: Glasgow coma scale; ICH: intracerebral hematoma; INR: international normalized ratio;
*Patients are classified into death and survival groups based on the 30-day mortality.
Comparisons between regular and irregular intracerebral hematomas.
| Hematoma shape | Regular (n = 61) | Irregular (n = 45) |
| |
| Males | 21 (34.4%) | 16 (35.6%) | 1 | |
| Age (years) | 62.7±15.0 | 63.0±15.9 | 0.92 | |
| Age ≧ 80 years (%) | 10 (16%) | 9 (20%) | 0.798 | |
|
| Systolic blood pressure (mmHg) | 168.4±31.0 | 180.9±40.5 | 0.088 |
| Diastolic blood pressure (mmHg) | 88.5±15.6 | 97.0±20.3 | 0.021 | |
| Pulse pressure (mmHg) | 79.9±22.8 | 83.9±30.4 | 0.46 | |
| Pulse rate (beat per minute) | 87.4±9.7 | 93.5±15.2 | 0.022 | |
| Respiratory rate (per minute) | 19.7±1.3 | 19.8±2.4 | 0.81 | |
| Body temperature (°C) | 36.8±0.4 | 36.8±0.2 | 0.70 | |
|
| Blood sugar (mg/dL) | 143.3±51.4 | 158.1±63.5 | 0.25 |
| WBC count (×103/µL) | 9.6±3.7 | 12.2±4.3 | 0.003 | |
| Hemoglobin (mg/dL) | 13.4±2.2 | 12.8±2.7 | 0.23 | |
| Platelet count (×105/µL) | 2.46±0.94 | 2.37±1.09 | 0.67 | |
| INR | 1.26±1.27 | 1.17±1.27 | 0.66 | |
|
| Hematoma size | 9.7±10.5 | 52.3±42.5 | <0.001 |
| Hematoma size | 3 (4.9%) | 27 (60%) | <0.001 | |
| Intraventricular hemorrhage | 26 | 69 | <0.001 | |
| Infratentorial origin | 9 (14.8%) | 4 (8.9%) | 0.551 | |
| GCS score | 11.7±3.7 | 7.2±3.7 | <0.001 | |
| ICH score | 1.1±1.2 | 2.8±1.2 | <0.001 | |
| 30-day mortality rate (%) | 4 (6.6%) | 12 (26.7%) | <0.006 |
Note: Data are presented as mean ± standard deviation or numbers (%); INR: international normalized ratio; GCS: Glasgow coma scale; ICH: intracerebral hematoma;
*Hematoma size is measured by computer-assisted volumetric analysis.
Figure 2Scatter plots of size estimated by ABC/2 formula and size difference versus size measured by CAVA of intracerebral hematomas.
Figure 3Bar chart of 30-day mortality versus ICH Score.
There is no apparent difference between the ABC/2 and CAVA methods regarding the 30-day mortality no matter in trend or in each ICH score.
Figure 4Comparison of ROC curves in predicting the 30-day mortality by GCS, ICH scores, ICH size, and ICH shape.
Predictive performance of the variables.
| Criterion | AUC | Sn (%) | Sp (%) | LR+ | LR- | Youden index |
| |
| GCS score | >1 | 0.912 | 81.25 | 92.22 | 10.5 | 0.2 | 0.7347 | <0.0001 |
| ICH score (CAVA) | >2 | 0.882 | 87.5 | 76.67 | 3.75 | 0.2 | 0.6417 | <0.0001 |
| ICH score (ABC/2) | >2 | 0.877 | 87.5 | 74.44 | 3.42 | 0.2 | 0.6194 | <0.0001 |
| ICH size (CAVA) | >0 | 0.738 | 68.75 | 78.89 | 3.26 | 0.4 | 0.4764 | 0.0002 |
| Platelet (/µL) | ≤167000 | 0.722 | 53.33 | 89.77 | 5.21 | 0.5 | 0.4311 | 0.0023 |
| ICH size (ABC/2) | >0 | 0.715 | 68.75 | 74.16 | 2.66 | 0.4 | 0.4291 | 0.0008 |
| ICH shape | >0 | 0.692 | 75 | 63.33 | 2.05 | 0.39 | 0.3833 | 0.0018 |
| IVH | >0 | 0.644 | 68.75 | 60 | 1.72 | 0.5 | 0.2875 | 0.0275 |
| WBC (/µL) | >11900 | 0.568 | 53.33 | 69.32 | 1.74 | 0.67 | 0.2265 | 0.444 |
| Infratentorial origin | >0 | 0.538 | 18.75 | 88.89 | 1.69 | 0.9 | 0.07639 | 0.4717 |
AUC: Area under the receiver operating characteristics curve; Sn: Sensitivity; Sp: Specificity; LR+: positive likelihood ratio; LR-: negative likelihood ratio; GCS: Glasgow coma scale; ICH: intracerebral hematoma; CAVA: computer-assisted volumetric analysis; IVH: intraventricular hemorrhage;
*Indicates a parameter used in the ICH score [8].
Pairwise comparisons of ROC curves.
| Pairwise comparison | Difference between AUCs | Standard error | 95% CI | Z statistic |
|
| ICH size (ABC/2) versus ICH shape | 0.0193 | 0.0598 | −0.0979 to 0.136 | 0.323 | 0.7467 |
| ICH size (CAVA) versus ICH shape | 0.0474 | 0.0597 | −0.0696 to 0.164 | 0.794 | 0.4272 |
| GCS score versus ICH score (CAVA) | 0.0277 | 0.0238 | −0.0189 to 0.0744 | 1.166 | 0.2438 |
| GCS score versus ICH score (ABC/2) | 0.0362 | 0.025 | −0.0128 to 0.0851 | 1.447 | 0.1478 |
| ICH score (ABC/2) versus ICH score (CAVA) | 0.00843 | 0.00528 | −0.00192 to 0.0188 | 1.596 | 0.1104 |
| ICH score (ABC/2) versus ICH size (CAVA) | 0.133 | 0.0628 | 0.0103 to 0.257 | 2.124 | 0.0336 |
| ICH score (CAVA) versus ICH size (CAVA) | 0.142 | 0.0626 | 0.0192 to 0.265 | 2.266 | 0.0234 |
| ICH size (CAVA) versus ICH size (ABC/2) | 0.0281 | 0.0123 | 0.0040 to 0.052 | 2.289 | 0.0221 |
| GCS score versus ICH size (CAVA) | 0.17 | 0.0694 | 0.0336 to 0.306 | 2.444 | 0.0145 |
| ICH score (ABC/2) versus ICH size (ABC/2) | 0.162 | 0.0632 | 0.0377 to 0.285 | 2.557 | 0.0106 |
| ICH score (CAVA) versus ICH size (ABC/2) | 0.17 | 0.0637 | 0.0452 to 0.295 | 2.669 | 0.0076 |
| GCS score versus ICH size (ABC/2) | 0.198 | 0.0702 | 0.0602 to 0.335 | 2.818 | 0.0048 |
| ICH score (ABC/2) versus ICH shape | 0.181 | 0.0556 | 0.0718 to 0.290 | 3.251 | 0.0012 |
| GCS score versus ICH shape | 0.217 | 0.0651 | 0.0894 to 0.345 | 3.333 | 0.0009 |
| ICH score (CAVA) versus ICH shape | 0.189 | 0.0561 | 0.0792 to 0.299 | 3.372 | 0.0007 |
ROC: receiver operating characteristics; AUC: Area under the ROC curve; CI: confidence interval; ICH: intracerebral hematoma; CAVA: computer-assisted volumetric analysis; GCS: Glasgow coma scale.