| Literature DB >> 30202529 |
Takayuki Ogura1, Yoshihiko Nakamura2, Kunihiko Takahashi3, Kazuki Nishida3, Daisuke Kobashi1, Shigeyuki Matsui3.
Abstract
BACKGROUND: The aim of this study is to investigate the association between treatment in a closed ICU and survival at discharge in patients with sepsis.Entities:
Keywords: Intensive care unit; Intensivist; Mortality; Sepsis
Year: 2018 PMID: 30202529 PMCID: PMC6122219 DOI: 10.1186/s40560-018-0322-8
Source DB: PubMed Journal: J Intensive Care ISSN: 2052-0492
Fig. 1Patient inclusion flow chart. Data for 3195 patients were reviewed and 495 patients did not meet inclusion criteria. There were data deficits for 205 patients, leaving a final study group of 2495 patients. The number of patients with missing data is not considered regarding duplication. PT-INR: prothrombin time international normalized ratio; WBC: white blood cell; SOFA score: Sequential Organ Failure Assessment score
Comparison for patient characteristics and treatments (n = 2495)
| All patients ( | Closed ICU ( | Open ICU ( | ||
|---|---|---|---|---|
| In-hospital surgical ICU | 50 (2.0%) | 50 (3.3%) | 0 (0.0%) | < 0.001* |
| In-hospital general ICU | 1168 (46.8%) | 644 (42.5%) | 5234 (53.5%) | < 0.001* |
| Emergency ICU | 1277 (51.2%) | 822 (54.2%) | 455 (46.5%) | < 0.001* |
| Number of beds (IQR†) | 12 [8–18] | 10 [6–18] | 12 [10–20] | < 0.001* |
| SOFA score (IQR†) | 9 [7–12] | 9 [7–13] | 9 [6–12] | 0.004* |
| APACHE II score (IQR†) | 22 [17–29] | 23 [18–29] | 21 [16–28] | < 0.001* |
| SIRS score (IQR†) | 3 [2–4] | 3 [2–4] | 3 [2–4] | 0.058 |
| Age (IQR†, year old) | 72 [62–80] | 72 [62–80] | 73 [63–81] | 0.007* |
| Sex (male, %) | 1490 (59.7%) | 916 (60.4%) | 574 (58.6%) | 0.373 |
| Body weight (IQR†, kg) | 54.5 [46.3–64] | 54.7 [46.5–65] | 54.0 [46.0–63] | 0.208 |
| White blood cell count (IQR†, × 103) | 11.2 [4.5–17.8] | 11.00 [4.40–17.76] | 11.66 [4.85–17.80] | 0.199 |
| Hemoglobin (IQR†, g/dl) | 10.6 [9–12.4] | 10.5 [8.9–12.4] | 10.6 [9.1–12.5] | 0.055 |
| Platelet count (IQR†, × 103) | 120 [64–191] | 121 [64–194] | 118 [64–186] | 0.498 |
| Prothrombin time international normalize ratio (IQR†) | 1.34 [1.17–1.61] | 1.35 [1.18–1.63] | 1.32 [1.16–1.56] | 0.057 |
| Co-morbidities | ||||
| Liver failure (yes, %) | 104 (4.2%) | 68 (4.5%) | 36 (3.7%) | 0.324 |
| Respiratory failure (yes, %) | 98 (3.9%) | 64 (4.2%) | 34 (3.5%) | 0.347 |
| Cardiac failure (yes, %) | 134 (5.4%) | 82 (5.4%) | 52 (5.3%) | 0.916 |
| Renal failure (yes, %) | 217 (8.7%) | 114 (7.5%) | 103 (10.5%) | 0.009* |
| Immunological disorder (yes, %) | 381 (15.3%) | 263 (17.3%) | 118 (12.1%) | < 0.001* |
| Hematologic disorder | ||||
| Cirrhosis (yes, %) | 97 (3.9%) | 63 (4.2%) | 34 (3.5%) | 0.389 |
| Hematologic malignancy (yes, %) | 84 (3.4%) | 58 (3.8%) | 26 (2.7%) | 0.113 |
| Chemotherapy (yes, %) | 114 (4.6%) | 79 (5.2%) | 35 (3.6%) | 0.056 |
| Warfarin intake (yes, %) | 113 (4.5%) | 73 (4.8%) | 40 (4.1%) | 0.392 |
| Others (yes, %) | 48 (1.9%) | 33 (2.2%) | 15 (1.5%) | 0.252 |
| Positive blood culture | 1111 (44.5%) | 679 (44.8%) | 432 (44.1%) | 0.745 |
| Negative blood culture | 1240 (49.7%) | 778 (51.3%) | 462 (47.2%) | 0.044* |
| No blood culture | 144 (5.8%) | 59 (3.9%) | 85 (8.7%) | < 0.001* |
| Viral infection | 22 (0.9%) | 18 (1.2%) | 4 (0.4%) | 0.042* |
| GNR infection | 912 (36.6%) | 528 (34.8%) | 384 (39.2%) | 0.026* |
| GPC infection | 586 (23.5%) | 344 (22.7%) | 242 (24.7%) | 0.243 |
| Fungal infection | 38 (1.5%) | 27 (1.8%) | 11 (1.1%) | 0.190 |
| Mixed infection | 339 (13.6%) | 246 (16.2%) | 93 (9.5%) | < 0.001* |
| Other infection | 45 (1.8%) | 33 (2.2%) | 12 (1.2%) | 0.081 |
| Unknown infection | 553 (22.2%) | 320 (21.1%) | 233 (23.8%) | 0.114 |
| Red blood cell transfusion (IQR†, units) | 0 [0–4] | 0 [0–4] | 0 [0–4] | < 0.001* |
| Fresh frozen plasma transfusion (IQR†, units) | 0 [0–4] | 0 [0–5] | 0 [0–4] | 0.002* |
| Platelet concentration transfusion (IQR†, units) | 0 [0–0] | 0 [0–10] | 0 [0–0] | < 0.001* |
| Treatment for DIC (yes, %) | 1074 (43.0%) | 656 (43.3%) | 418 (42.7%) | 0.777 |
| Antithrombin III (yes, %) | 726 (29.1%) | 447 (29.5%) | 279 (28.5%) | 0.596 |
| rhsTM (yes, %) | 636 (25.5%) | 420 (27.7%) | 216 (22.1%) | 0.002* |
| Nafamostat (yes, %) | 880 (35.3%) | 533 (35.2%) | 347 (35.5%) | 0.884 |
| Heparin (yes, %) | 453 (18.2%) | 247 (16.3%) | 206 (21.0%) | 0.003* |
| Warfarin (yes, %) | 39 (1.6%) | 15 (1.0%) | 24 (2.5%) | 0.004* |
| Antiplatelet (yes, %) | 56 (2.2%) | 37 (2.4%) | 19 (1.9%) | 0.411 |
| Others (yes, %) | 15 (0.6%) | 7 (0.5%) | 8 (0.8%) | 0.262 |
| Specific treatment | ||||
| Immunoglobulin (yes, %) | 743 (29.8%) | 447 (29.5%) | 296 (30.2%) | 0.689 |
| Low dose steroid (yes, %) | 600 (24.0%) | 413 (27.2%) | 187 (19.1%) | < 0.001* |
| Renal replacement therapy (yes, %) | 664 (26.6%) | 452 (29.8%) | 212 (21.7%) | < 0.001* |
| Renal replacement therapy not for renal indication (yes, %) | 165 (6.6%) | 58 (3.8%) | 107 (10.9%) | < 0.001* |
| Polymyxin B direct hemoperfusion (yes, %) | 547 (21.9%) | 316 (20.8%) | 231 (23.6%) | 0.105 |
| Plasma exchange (yes, %) | 20 (0.8%) | 9 (0.6%) | 11 (1.1%) | 0.147 |
| Veno-arterial ECMO (yes, %) | 23 (0.9%) | 20 (1.3%) | 3 (0.3%) | 0.010* |
| Veno-venus ECMO (yes, %) | 27 (1.1%) | 26 (1.7%) | 1 (0.1%) | < 0.001* |
| Intra-aortic balloon pumping (yes, %) | 11 (0.4%) | 7 (0.5%) | 4 (0.4%) | 0.845 |
| Mechanical ventilation support (yes, %) | 1799 (72.1%) | 1184 (78.1%) | 615 (62.8%) | < 0.001* |
| Survival discharge (yes, %) | 1668 (66.9%) | 1014 (66.9%) | 654 (66.8%) | 0.965 |
IQR† median [25%, 75%] for continuous variables, ICU intensive care unit, SOFA score Sequential Organ Failure Assessment score, APACHE II score Acute Physiology and Chronic Health Evaluation II score, SIRS score systemic inflammatory response syndrome score, GNR gram-negative rods, GPC gram-positive coccus, DIC disseminated intravascular coagulation, rhsTM recombinant human soluble thrombomodulin, ECMO extracorporeal membrane oxygenation
*p < 0.05
Multiple logistic regression analysis adjusted for baseline patient characteristics and treatment (n = 2495)
| Coefficient | Adj OR | 95% CI | |||||
|---|---|---|---|---|---|---|---|
| Closed ICU | (Ref: open ICU) | 0.463 | 1.589 | 1.276 | – | 1.827 | 0.001* |
| Type of ICU | (Ref: in-hospital general ICU) | ||||||
| In-hospital surgical ICU | − 0.525 | 0.592 | 0.286 | – | 1.223 | 0.157 | |
| Emergency ICU | 0.101 | 1.106 | 0.9 | – | 1.36 | 0.338 | |
| Number of beds | (Continuous) | − 0.002 | 0.998 | 0.981 | – | 1.016 | 0.846 |
| Blood culture | (Ref: no blood culture) | ||||||
| Positive | − 0.785 | 0.456 | 0.279 | – | 0.746 | 0.002* | |
| Negative | − 0.407 | 0.666 | 0.419 | – | 1.059 | 0.086 | |
| Infection type | (Ref: unknown infection) | ||||||
| Viral infection | 0.447 | 1.563 | 0.48 | – | 5.085 | 0.458 | |
| GNR infection | 0.606 | 1.833 | 1.349 | – | 2.492 | < 0.001* | |
| GPC infection | 0.224 | 1.251 | 0.898 | – | 1.743 | 0.185 | |
| Fungal infection | − 0.490 | 0.613 | 0.284 | – | 1.321 | 0.211 | |
| Mixed infection | 0.015 | 1.015 | 0.715 | – | 1.442 | 0.933 | |
| Other infection | 0.656 | 1.926 | 0.908 | – | 4.086 | 0.088 | |
| SOFA score | (Continuous) | − 0.133 | 0.876 | 0.845 | – | 0.908 | < 0.001* |
| APACHE II score | (Continuous) | − 0.018 | 0.982 | 0.969 | – | 0.996 | 0.010* |
| SIRS score | (Continuous) | − 0.115 | 0.892 | 0.796 | – | 0.999 | 0.048* |
| Sex, female | (Ref: male) | 0.373 | 1.451 | 1.171 | – | 1.799 | < 0.001* |
| Age | (Continuous) | − 0.0238 | 0.976 | 0.969 | – | 0.985 | < 0.001* |
| Body weight | (Continuous) | 0.0193 | 1.020 | 1.011 | – | 1.028 | < 0.001* |
| White blood cell count (× 103) | (Ref: 3.5~9) | ||||||
| 0~3.5 | 0.267 | 1.306 | 0.741 | – | 2.302 | 0.355 | |
| 9~ | − 1.407 | 0.245 | 0.019 | – | 3.107 | 0.278 | |
| Hemoglobin | (Continuous) | 0.049 | 1.05 | 1.006 | – | 1.097 | 0.026* |
| Platelet count (per 104) | (Continuous) | 0.003 | 1.003 | 0.991 | – | 1.015 | 0.624 |
| PT-INR | (Continuous) | − 0.0614 | 0.94 | 0.868 | – | 1.019 | 0.135 |
| Co-morbidities | (Ref: no) | ||||||
| Liver failure | − 0.724 | 0.485 | 0.288 | – | 0.817 | 0.007* | |
| Respiratory failure | − 0.434 | 0.648 | 0.404 | – | 1.038 | 0.071 | |
| Cardiac failure | − 0.486 | 0.615 | 0.403 | – | 0.938 | 0.024* | |
| Renal failure | − 0.640 | 0.527 | 0.368 | – | 0.756 | < 0.001* | |
| Immunological disorder | − 0.547 | 0.579 | 0.43 | – | 0.779 | < 0.001* | |
| Hematologic disorder | (Ref: no) | − 0.355 | 0.701 | 0.516 | – | 0.952 | 0.023* |
| Red blood cell transfusion | (Continuous) | − 0.022 | 0.978 | 0.956 | – | 1.001 | 0.061 |
| Fresh frozen plasma transfusion | (Continuous) | − 0.010 | 0.99 | 0.98 | – | 1.001 | 0.083 |
| Platelet concentration transfusion | (Continuous) | 0.002 | 1.002 | 0.996 | – | 1.008 | 0.529 |
| Treatment for DIC | (Ref: no) | ||||||
| Antithrombin III | 0.185 | 1.203 | 0.938 | – | 1.544 | 0.145 | |
| rhTM | 0.294 | 1.341 | 1.043 | – | 1.725 | 0.022* | |
| Nafamostat | 0.152 | 1.165 | 0.869 | – | 1.561 | 0.308 | |
| Heparin | 0.334 | 1.396 | 1.06 | – | 1.839 | 0.018* | |
| Warfarin | − 0.148 | 0.862 | 0.400 | – | 1.861 | 0.706 | |
| Antiplatelet | 0.318 | 1.374 | 0.679 | – | 2.778 | 0.377 | |
| Others | 0.303 | 1.354 | 0.318 | – | 5.768 | 0.682 | |
| Specific treatment | (Ref: no) | ||||||
| Immunoglobulin | 0.147 | 1.158 | 0.909 | – | 1.476 | 0.236 | |
| Low-dose steroid | − 0.534 | 0.586 | 0.462 | – | 0.744 | < 0.001* | |
| Renal replacement therapy | − 0.390 | 0.677 | 0.495 | – | 0.926 | 0.015* | |
| Renal replacement therapy not for renal indication | − 0.279 | 0.756 | 0.496 | – | 1.153 | 0.195 | |
| Polymyxin B direct hemoperfusion | 0.365 | 1.44 | 1.095 | – | 1.894 | 0.009* | |
| Plasma exchange | − 0.457 | 0.633 | 0.189 | – | 2.118 | 0.459 | |
| Veno-arterial ECMO | − 2.475 | 0.084 | 0.021 | – | 0.341 | < 0.001* | |
| Veno-venus ECMO | − 1.169 | 0.311 | 0.111 | – | 0.865 | 0.025* | |
| Ventilation support | − 0.815 | 0.443 | 0.339 | 0.578 | < 0.001* | ||
| Intra-aortic balloon pumping | 0.993 | 2.699 | 0.467 | – | 15.608 | 0.268 | |
White blood cell count (× 103)
adj OR adjusted odds ratio, CI confidence intervals, ICU intensive care unit, GNR gram-negative rods, GPC gram-positive coccus, SOFA score Sequential Organ Failure Assessment score, APACHE II score Acute Physiology and Chronic Health Evaluation II score, SIRS score systemic inflammatory response syndrome score, PT-INR prothrombin time-international normalized ratio, DIC disseminated intravascular coagulation, rhsTM recombinant human soluble thrombomodulin, ECMO extracorporeal
*p < 0.05
Cross table after propensity score matching
| Open ICU | Closed ICU | ||
|---|---|---|---|
| Death | 244 | 198 | 442 |
| Survive | 458 | 504 | 962 |
| 702 | 702 | 1404 |
P = 0.011 (chi-squared test). OR = 1.41 (95% CI 1.12–1.77)
OR odds ratio, CI confidence intervals
The multiple liner regression analysis for the log-transformed values of the length of ICU stay and hospital stay in survived patients
| Ratio | 95% confidence interval | |||
|---|---|---|---|---|
| Sub-analysis 1: multiple linear regression in survived patients for the length of ICU stay | ||||
| (Closed ICU/open ICU) * | 0.80 | 0.75 | 0.87 | < 0.001 |
| Sub-analysis 2: multiple linear regression in survived patients for the length of hospital stay | ||||
| (Closed ICU/open ICU) * | 0.98 | 0.90 | 1.07 | 0.642 |
*Adjusted by both patient backgrounds and treatment variables (exactly the same covariates in main analysis)