| Literature DB >> 30598825 |
Norbert Banjas1, Hans-Bernd Hopf2, Ernst Hanisch1, Benjamin Friedrichson2, Julia Fichte2, Alexander Buia1.
Abstract
BACKGROUND: Based on promising results over the past 10 years, the method of extracorporeal membrane oxygenation (ECMO) has developed from being used as a 'rescue therapy' to become an accepted treatment option for patients with acute lung failure (ARDS). Subsequently, the indication was extended also to patients suffering from cardiogenic and septic shock. Our aim was to evaluate hospital mortality and associated prognostic variables in patients with lung failure, cardiogenic, and septic shock undergoing ECMO. Furthermore, a cumulative sum (CUSUM) analysis was used to assess the learning curve of ECMO-treatment in our department.Entities:
Keywords: ARDS; CUSUM-learning curve; Cardiogenic shock; Extracorporeal membrane oxygenation; Mortality; Predictors; Septic shock
Year: 2018 PMID: 30598825 PMCID: PMC6299557 DOI: 10.1186/s40560-018-0352-2
Source DB: PubMed Journal: J Intensive Care ISSN: 2052-0492
Patients and treatment characteristics
| RF, | CS, | SS, | ||
|---|---|---|---|---|
| Age, years | 62 (53–70) | 67 (55–73) | 62 (55–73) | 0.28 |
| Weigh, kga | 76.5 (64–102) | 88 (70–99) | 89.5 (77–102) | 0.33 |
| Male | 29 (54) | 37 (64) | 14 (74) | 0.26 |
| SOFAb | 6 (3–9) | 10 (8–11) | 8 (6–12) | < 0.01 |
| SAPS IIc | 40 (31–60) | 67 (48–78) | 42 (32–61) | < 0.01 |
| Comorbidities | ||||
| -Art. hypertension | 33 (61) | 34 (60) | 8 (42) | 0.33 |
| -Coronary disease | 7 (13) | 40 (70) | 4 (21) | < 0.01 |
| -Diabetes mellitus | 11 (20) | 16 (28) | 2 (11) | 0.26 |
| -Hyperlipidaemia | 4 (7) | 8 (14) | 5 (26) | 0.11 |
| -Kidney injury | 7 (13) | 2 (4) | 1 (5) | 0.16 |
| -COPD | 26 (48) | 3 (5) | 4 (21) | < 0.01 |
| Duration of hospitalisation, days | 27 (15–40) | 10 (4–36) | 26 (18–67) | < 0.01 |
| Duration of ICU stay, days | 20 (8–31) | 7 (3–25) | 20 (17–65) | < 0.01 |
| Time on ECMO support, days | 12 (5–19) | 5 (3–8) | 14 (9–25) | < 0.01 |
| CPR pre-ECMO | 3 (6) | 38 (66) | 3 (16) | < 0.01 |
| Mechanical ventilation time, h | 391 (122–687) | 129 (42–413) | 423 (304–772) | < 0.01 |
| Renal replacement therapy | 36 (67) | 45 (78) | 18 (95) | < 0.05 |
| Tracheotomy | 33 (61) | 20 (34) | 17 (89) | < 0.01 |
| Weaning from ECMO | 35 (65) | 30 (52) | 10 (53) | 0.34 |
| Death | 29 (54) | 34 (59) | 11 (58) | 0.86 |
| ECMO-treatment before 2014 | 27 (50) | 17 (29) | 1 (5) | < 0.01 |
Data is given as median (interquartile range) and n(%)
RF, respiratory failure; CS, cardiogenic shock; SS, septic shock; SOFA, Sequential Organ Failure Assessment; SAPS II, Simplified Acute Physiology Score; COPD, chronic obstructive lung disease; CPR, cardiopulmonary resuscitation
a(n = 48 in RF, n = 46 in CS)
b(n = 50 in RF, n = 56 in CS)
c(n = 51 in RF, n = 56 in CS)
Aetiology of respiratory failure, cardiogenic shock and septic shock
| RF, | CS, | SS, | ||
|---|---|---|---|---|
| Pneumonia | 31 (57.41) | – | 10 (52.63) | 0.41 |
| Intra-abdominal infection | 4 (7.41) | – | 8 (42.11) | < 0.01 |
| Soft tissue infection | 1 (1.85) | – | 1 (5.26) | 0.49 |
| Trauma | 1 (1.85) | – | – | – |
| Cardiac decompensation | 6 (11.11) | – | – | – |
| Shock | 3 (5.56) | – | – | – |
| Decompensated chronic lung disease | 3 (5.56) | – | – | – |
| Other | 5 (9.25) | – | – | – |
| Acute myocardial infarction | – | 41 (70.69) | – | – |
| Cardiomyopathy | – | 4 (6.9) | – | – |
| Pulseless electrical activity | – | 4 (6.9) | – | – |
| Pulmonary emboli | – | 3 (5.17) | – | – |
| Ventricular fibrillation | – | 2 (3.45) | – | – |
| Myocarditis | – | 1 (1.72) | – | – |
| Other | – | 3 (5.17) | – | – |
Data is given as n(%)
RF, respiratory failure; CS, cardiogenic shock; SS, septic shock
Blood gas analysis pre ECMO and 1 day after ECMO initiation
| Pre-ECMO | RF, | CS, | SS, | |
| pHa | 7.25 (7.18–7.35) | 7.11 (6.95–7.25) | 7.21 (7.11–7.3) | < 0.01 |
| pCO2, mmHG | 67 (54–83) | 52 (42–68) | 64 (53–84) | < 0.01 |
| BE, mmol/l | 2 (− 5 to 8) | −14 (− 21 to − 5) | −4 (− 8 to − 1) | < 0.01 |
| Lactate, mg/dl | 13 (8–26) | 73 (34–114) | 29 (13–62) | < 0.01 |
| pO2/FiO2b | 145 (99–233) | 158 (83–254) | 111 (77–147) | 0.23 |
| 1 day after ECMO initiation | RF | CS | SS, | |
| pH, mmHg | 7.40 (7.35–7.46) | 7.39 (7.34–7.44) | 7.42 (7.38–7.49) | 0.43 |
| pCO2, mmHg | 48 (43–52) | 42 (40–45) | 47 (44–49) | < 0.01 |
| BE, mmol/l | 6 (2 to 9) | 1 (−1 to 3) | 4 (2 to10) | < 0.01 |
| Lactate, mg/dl | 13 (9–21) | 22 (16–34) | 17 (14–35) | < 0.01 |
| pO2/FiO2 | 199 (163–262) | 278 (180–472) | 168 (117–260) | < 0.01 |
Data is given as median (interquartile range)
RF, respiratory failure; CS, cardiogenic shock; SS, septic shock; BE, base excess
a(n = 47 in RF)
b(n = 47 in RF, n = 43 in CS, n = 16 in SS)
Fig. 1Cumulative observed minus failure (CUSUM) chart for in-hospital mortality after ECMO treatment. Legend: the vertical axis shows the CUSUM value, which increases for each failure or decreases on each success. The horizontal axis shows the number of ECMO treatments and the corresponding year. Expected failure rate was set at the expected mortality rate of 60% based on the data of the epidemiologic study of Karagiannidis et al. for a mixed vv- and va-ECMO population in Germany [5]. An upward slope represents a failure rate higher than expected and a downward slope represents a failure rate fewer than expected. With a failure rate equal the expected failure rate, the CUSUM curve should oscillate around a horizontal axis
Univariate logistic regression of predictors for in-hospital mortality
| RF | CS | SS | ||||
|---|---|---|---|---|---|---|
| Odds ratio (CI) |
| Odds ratio (CI) |
| Odds ratio (CI) |
| |
| Agea | 1.07 (1.01–1.12) | 0.01 | 1.08 (1.02–1.13) | 0.01 | 1.04 (0.96–1.13) | 0.30 |
| Yeara | 0.65 (0.45–0.93) | 0.02 | 0.88 (0.59–1.31) | 0.51 | 2.28 (0.62–8.42) | 0.22 |
| < 20 patients/yearsa | 4.04 (1.27–12.86) | 0.02 | 2.07 (0.61–7.1) | 0.25 | NA | NA |
| SAPS IIb | 1 (0.97–1.03) | 0.93 | 1.03 (1–1.06) | 0.03 | 0.99 (0.94–1.04) | 0.71 |
| pH pre-ECMOc | 0.55 (0.01–50.19) | 0.79 | 0.22 (0–0.66) | 0.03 | 0.21 (0–1118) | 0.72 |
| Base excess pre-ECMOd | 0.94 (0,86–1.03) | 0.17 | 0.89 (0.82–0.97) | 0.01 | 1.04 (0.88–1.22) | 0.69 |
| Lactate pre-ECMOe | 1.02 (0.99–1.05) | 0.27 | 1.03 (1.01–1.05) | < 0.01 | 0.99 (0.95–1.02) | 0.34 |
| Hyperlipidaemiaf | 2.77 (0.26–29.72) | 0.40 | 0.07 (0.01–0.64) | 0.02 | 0.37 (0.04–3.4) | 0.38 |
RF, respiratory failure; CS, cardiogenic shock; SS, septic shock; SAPS II, Simplified Acute Physiology Score; CI, confidence interval
a(n = 54 in RF, n = 58 in CS, n = 19 in SS)
b(n = 51 in RF, n = 56 in CS, n = 19 in SS)
c(n = 47 in RF, n = 49 in CS, n = 17 in SS)
d(n = 46 in RF, n = 49 in CS, n = 17 in SS)
e(n = 46 in RF, n = 49 in CS, n = 17 in SS)
f(n = 54 in RF, n = 57 in CS, n = 19 in SS)
Multivariate logistic regression of predictors for in-hospital mortality in entire patients
| Univariate logistic regression | Multivariate logistic regression | |||
|---|---|---|---|---|
| Odds ratio (CI) |
| Odds ratio (CI) |
| |
| Age | 1.07 (1.03–1.1) | < 0.01 | 1.08 (1.04–1.12) | < 0.01 |
| < 20 patients/years | 2.21 (1.03–4.76) | 0.04 | 3.19 (1.19–8.51) | 0.02 |
| Base excess pre-ECMO | 0.96 (0.92–1) | 0.03 | ||
| Lactate pre-ECMO | 1.01 (1–1.02) | 0.01 | 1.01 (1–1.02) | 0.03 |
Univariate logistic regression was performed in entire patients (n = 131) except for base excess pre-ECMO and lactate pre-ECMO (n = 112)