| Literature DB >> 29308208 |
Michael P Catalino1, Feng-Chang Lin2, Nathan Davis1, Keith Anderson3, Casey Olm-Shipman1,4, J Dedrick Jordan1,4.
Abstract
Background: Stroke patients requiring decompressive craniectomy are at high risk of prolonged mechanical ventilation and ventilator-associated pneumonia (VAP). Tracheostomy placement may reduce the duration of mechanical ventilation. Predicting which patients will require tracheostomy and the optimal timing of tracheostomy remains a clinical challenge. In this study, the authors compare key outcomes after early versus late tracheostomy and develop a useful pre-operative decision-making tool to predict post-operative tracheostomy dependence.Entities:
Keywords: Decompression; Hemorrhagic stroke; Ischemic stroke; Tracheostomy timing; Ventilator-associated pneumonia
Year: 2018 PMID: 29308208 PMCID: PMC5753520 DOI: 10.1186/s40560-017-0269-1
Source DB: PubMed Journal: J Intensive Care ISSN: 2052-0492
Bivariate analysis for receiving a tracheostomy
| No trach | Trach | ||
|---|---|---|---|
|
| 120 | 48 | |
| Diagnosis | |||
| ICH | 94 (78.3%) | 37 (77.1%) | 0.860 |
| Ischemic | 26 (21.7%) | 11 (22.9%) | |
| Age, mean (SD) | 56.4 (14.6) | 52.4 (16.9) | 0.129 |
| Male | 65 (54%) | 26 (54%) | 1.000 |
| Race | |||
| White | 61 (58%) | 25 (56%) | 0.740 |
| African American | 34 (32%) | 17 (38%) | |
| Other | 10 (10%) | 3 (7%) | |
| BMI, mean (SD) | 27.5 (5.9) | 29.4 (10.1) | 0.133 |
| GCS on adm., mean (SD) | 9.7 (3.7) | 8.2 (3.6) | 0.023 |
| Adm. mRS, mean (SD) | 4.92 (0.50) | 5.0 (0) | 0.246 |
| SOFA score, mean (SD) | 6.2 (2.7) | 7.1 (2.9) | 0.055 |
| NIHSS, mean (SD) | 18.1 (6.8) | 18.7 (8.7) | 0.853 |
| Location | |||
| Bilateral supratentorial | 5 (4.2%) | 3 (6.3%) | 0.638 |
| Infratentorial | 23 (19.2%) | 9 (18.8%) | |
| Left supratentorial | 38 (31.7%) | 19 (39.6%) | |
| Right supratentorial | 54 (45.0%) | 17 (35.4%) | |
| ICH score, mean (SD) | 1.77 (1.00) | 1.91 (0.82) | 0.458 |
| IVH | 41 (44.6%) | 21 (56.8%) | 0.210 |
| Hydrocephalus | 58 (63.7%) | 30 (81.1%) | 0.055 |
| Time to surgery, mean (SD) | 1.23 (2.19) | 2.85 (5.77) | 0.009 |
| VAP | 17 (14.2%) | 18 (37.5%) | 0.001 |
| Number of VAP, mean (SD) | 0.38 (1.00) | 1.02 (1.56) | 0.002 |
Fig. 1Flow chart showing the number of patients who underwent decompression for stroke (ischemic or hemorrhagic), those who received a tracheostomy, and survival, including those who were excluded from the final analysis due to death while on comfort-measures-only status
Patient demographics and clinical factors by primary stroke etiology (hemorrhagic or ischemic)
| Total | ICH | Ischemic | ||
|---|---|---|---|---|
|
| 168 | 131 (78%) | 37 (22%) | |
| Age, mean (SD) | 55.3 (15.3) | 55.3 (16.2) | 55.2 (12.0) | 0.116 |
| Male | 91 (54%) | 65 (50%) | 26 (70%) | 0.039 |
| Race | ||||
| White | 86 (57%) | 68 (59%) | 18 (53%) | 0.547 |
| African American | 51 (34%) | 37 (32%) | 14 (41%) | |
| Other | 13 (9%) | 11 (9%) | 2 (6%) | |
| BMI, mean (SD) | 28.1 (7.4) | 27.6 (7.6) | 29.7 (6.2) | 0.148 |
| Myocardial infarction | 8 (5%) | 6 (5%) | 2 (5%) | 1.000 |
| Congestive heart failure | 9 (5%) | 3 (2%) | 6 (16%) | 0.004 |
| Peripheral vascular disease | 11 (7%) | 6 (5%) | 5 (13%) | 0.067 |
| Dementia | 1 (1%) | 1 (1%) | 0 (0%) | 1.000 |
| Cerebrovascular disease | 23 (14%) | 19 (15%) | 4 (11%) | 0.787 |
| Chronic lung disease | 17 (10%) | 14 (11%) | 3 (8%) | 0.766 |
| Ulcer | 3 (2%) | 3 (2%) | 0 (0%) | 1.000 |
| Chronic liver disease | 6 (4%) | 6 (5%) | 0 (0%) | 0.340 |
| Diabetes | 30 (18%) | 18 (14%) | 12 (32%) | 0.015 |
| Moderate–severe kidney disease | 13 (8%) | 13 (10%) | 0 (0%) | 0.074 |
| Diabetes with organ damage | 4 (2%) | 4 (3%) | 0 (0%) | 0.577 |
| Tumor | 10 (6%) | 9 (7%) | 1 (3%) | 0.461 |
| Leukemia | 3 (2%) | 3 (2%) | 0 (0%) | 1.000 |
| Lymphoma | 0 (0%) | 0 (0%) | 0 (0%) | NA |
| Moderate–severe liver disease | 1 (1%) | 1 (1%) | 0 (0%) | 1.000 |
| Malignant tumor | 9 (5%) | 8 (6%) | 1 (3%) | 0.685 |
| Metastasis | 5 (3%) | 5 (4%) | 0 (0%) | 0.588 |
| AIDS | 3 (2%) | 1 (1%) | 2 (5%) | 0.124 |
| Hosp. LOS, mean (SD) | 25.8 (27.0) | 27.1 (29.2) | 21.2 (16.2) | 0.246 |
| Discharge location | ||||
| SNF | 35 (27.8%) | 26 (26.8%) | 9 (31.0%) | 0.560 |
| AIR | 54 (42.9%) | 40 (41.2%) | 14 (48.3%) | |
| Home | 25 (19.8%) | 22 (22.7%) | 3 (10.3%) | |
| LTAC | 10 (7.9%) | 7 (7.2%) | 3 (10.3%) | |
| Hospice | 2 (1.6%) | 2 (2.1%) | 0 (0.0%) | |
| Discharge condition | ||||
| Alive | 126 (75.0%) | 97 (74.0%) | 29 (78.4%) | 0.671 |
| Dead without comfort care | 5 (3.0%) | 4 (3.1%) | 1 (2.7%) | |
| Dead with comfort care | 37 (22.0%) | 30 (22.9%) | 7 (18.9%) | |
| ICU LOS, mean (SD) | 15.1 (16.2) | 16.0 (17.7) | 11.9 (8.8) | 0.190 |
| Readmission to ICU | 37 (22.2%) | 26 (20.0%) | 11 (29.7%) | 0.261 |
| GCS on adm., mean (SD) | 9.3 (3.7) | 8.9 (3.8) | 10.6 (3.2) | 0.012 |
| Admission mRS, mean (SD) | 4.9 (0.4) | 4.9 (0.5) | 5.0 (0.0) | 0.068 |
| SOFA score, mean (SD) | 6.5 (2.8) | 6.6 (2.8) | 6.1 (2.7) | 0.331 |
| NIHSS, mean (SD) | 18.3 (7.2) | – | 18.3 (7.2) | NA |
| Location | ||||
| Bilateral supratentorial | 8 (4.8%) | 8 (6.1%) | 0 (0.0%) | 0.456 |
| Infratentorial | 32 (19.0%) | 24 (18.3%) | 8 (21.6%) | |
| Left supratentorial | 57 (33.9%) | 45 (34.4%) | 12 (32.4%) | |
| Right supratentorial | 71 (42.3%) | 54 (41.2%) | 17 (45.9%) | |
| ICH score, mean (SD) | 1.81 (0.95) | 1.81 (0.95) | – | NA |
| IVH | 62 (48.1%) | 62 (48.1%) | – | NA |
| Hydrocephalus | 88 (68.8%) | 88 (68.8%) | – | |
| Time to surgery, mean (SD) | 1.70 (3.6) | 1.70 (3.9) | 1.68 (2.4) | 0.969 |
| Time to ventilator, mean (SD) | 0.65 (2.4) | 0.63 (2.7) | 0.73 (1.3) | 0.821 |
| Duration of ventilator, mean (SD) | 8.1 (7.7) | 8.8 (8.1) | 5.9 (5.4) | 0.051 |
| # failed weans, mean (SD) | 0.37 (0.56) | 0.36 (0.57) | 0.38 (0.55) | 0.873 |
| Tracheostomy | 48 (28.6%) | 37 (28.2%) | 11 (29.7%) | 0.840 |
| Hosp tracheostomy day, mean (SD) | 13.8 (7.2) | 14.4 (7.9) | 11.8 (4.0) | 0.301 |
| Duration tracheostomy, mean (SD) | 29.8 (28.3) | 30.2 (27.2) | 28.3 (33.3) | 0.912 |
| Tracheostomy at discharge | 39 (81.3%) | 28 (75.7%) | 11 (100%) | 0.070 |
| Total TRACH score | 2.3 (2.4) | 2.3 (2.4) | – | NA |
| Number of VAP, mean (SD) | 0.56 (1.22) | 0.59 (1.27) | 0.46 (1.04) | 0.574 |
| Hospital VAP day, mean (SD) | 9.5 (11.2) | 9.2 (11.6) | 10.3 (10.6) | 0.826 |
| Tracheostomy VAP day, mean (SD) | − 2 (16.6) | − 4.2 (17.8) | 3.2 (13.4) | 0.421 |
AIR acute inpatient rehabilitation, GCS Glasgow Coma Score, ICU intensive care unit, LOS length of stay, LTAC long-term acute care, SD standard deviation, SNF skilled nursing facility, SOFA Sequential Organ Failure Assessment
Propensity-weighted outcomes for timing of tracheostomy
| Early | Late | ||
|---|---|---|---|
| Mortality | 33.3% | 6.1% | 0.006 |
| VAP | 40.0% | 36.4% | 0.614 |
| Duration of ventilation, mean days (SD) | 7.3 (7.2) | 15.2 (6.6) | < 0.001 |
| ICU stay, mean days (SD) | 20.1 (10.6) | 31.5 (28.1) | 0.073 |
| Hospital stay, mean days (SD) | 28.5 (12.5) | 44.4 (33.7) | 0.014 |
| Discharge location | |||
| Home/rehabilitation | 40.0% | 29.0% | 0.192 |
| Skilled nursing facility/LTAC | 60.0% | 71.0% | |
Propensity-weighted outcomes for timing of tracheostomy (excluding those who died on comfort care)
| Early | Late | ||
|---|---|---|---|
| Mortality | 9.1% | 3.1% | 0.780 |
| VAP | 36.4% | 37.5% | 0.652 |
| Duration of ventilation, mean days (SD) | 5.5 (3.4) | 15.2 (6.7) | < 0.001 |
| ICU stay, mean days (SD) | 20.2 (10.2) | 32.0 (28.4) | 0.153 |
| Hospital stay, mean days (SD) | 31.3 (11.7) | 45.3 (33.8) | 0.075 |
| Discharge location | |||
| Home/rehabilitation | 40.0% | 29.0% | 0.192 |
| Skilled nursing facility/LTAC | 60.0% | 71.0% | |
Fig. 2Decision tree for the prediction of tracheostomy. At each split, a patient goes to the left branch when the left-side condition is satisfied and goes to the right branch when the right-side condition is satisfied. The top number (numerator) is the number of patients who received a tracheostomy. The bottom number (denominator) is the sample size for that group. Assessing 2 and 3 results in odds ratio 2.14 with 95% CI 1.03–4.52 and p value = 0.034, 50% sensitivity, and 68% specificity. Assessing 4 and 5 results in odds ratio 3.35 with 95% CI 0.61–35.0 and p value = 0.178; sensitivity improves to 54% and specificity to 76%. Finally, assessing 6 and 7 results in odds ratio 2.33 with 95% CI 0.54–12.1 and p value = 0.225; combining three classification criteria, the sensitivity is 63% and the specificity is 84%
Fig. 3a Propensity-weighted probability functions for time-to-event for discharge from ICU (top) and discharge from the hospital (bottom) based on timing of tracheostomy. b Propensity-weighted probability functions for time-to-event for discharge from ICU (top) and discharge from the hospital (bottom) based on timing of tracheostomy (excluding those who died on comfort care)
Fig. 4a Propensity-weighted Kaplan-Meier survival curve. b Propensity-weighted Kaplan-Meier survival curve (excluding those who died on comfort care)