| Literature DB >> 35280476 |
Surat Tongyoo1, Sivit Chanthawatthanarak1,2, Chairat Permpikul1, Ranistha Ratanarat1, Panuwat Promsin1, Suneerat Kongsayreepong3.
Abstract
Background: Extracorporeal membrane oxygenation (ECMO) is an important rescue therapy for patients with refractory respiratory or circulatory failure. High cost and associated complications warrant careful case selection. The aim of this study was to investigate the outcomes and factors associated with mortality in acute hypoxemic respiratory failure patients who received ECMO support, and to externally validate preexisting ECMO survival prediction scoring systems.Entities:
Keywords: ECMO survival prediction scoring system; Mortality; acute hypoxemic respiratory failure; extracorporeal membrane oxygenation (ECMO)
Year: 2022 PMID: 35280476 PMCID: PMC8902121 DOI: 10.21037/jtd-21-1460
Source DB: PubMed Journal: J Thorac Dis ISSN: 2072-1439 Impact factor: 2.895
Figure 1Flow diagram describing the screening, enrollment and patients’ outcome. ECMO, extracorporeal membrane oxygenation.
Baseline characteristics of all patients, and compared between those who survived and those who died
| Characteristics | All (N=65) | Survived (n=20) | Died (n=45) | P |
|---|---|---|---|---|
| Age (years) | 61 [49–70] | 61 [48–70] | 61 [50–70] | 0.92 |
| Male gender | 34 (52.0%) | 11 (55.0%) | 23 (51.1%) | 0.77 |
| Body mass index (kg/m2) | 22.6 (20.6–28.0) | 24.4 (20.9–29.3) | 22.5 (19.7–27.5) | 0.37 |
| Severity score | ||||
| APACHE II score | 27 [24–30] | 26 (19–27.8) | 28 [25–32] | 0.03* |
| SOFA score | 13 [11–16] | 12 [10–13] | 14 [11–16] | 0.02* |
| PRESET score | 7 [6–9] | 6 [4–7] | 8 [7–11] | <0.001* |
| PRESERVE score | 5 [4–6] | 4 [3–5] | 5 [4–6] | 0.04* |
| RESP score | 1 [−1 to 2] | 2 [1–4] | 0 [−3 to 2] | 0.001* |
| Underlying conditions | ||||
| Hypertension | 44 (67%) | 15 (75%) | 29 (64.4%) | 0.40 |
| Diabetes mellitus | 25 (38%) | 9 (45%) | 16 (35.6%) | 0.47 |
| Chronic kidney disease | 15 (23%) | 5 (25%) | 10 (22.2%) | 0.81 |
| Coronary arterial disease | 9 (14%) | 4 (20%) | 5 (11.1%) | 0.34 |
| Malignancy | 8 (12%) | 3 (15%) | 5 (11.1%) | 0.66 |
| Diagnosis, n (%) | ||||
| ARDS | 49 (75.3) | 14 (70) | 35 (77.8) | 0.52 |
| Severe pneumonia | 40 (61.5) | 12 (60) | 28 (62.2) | 0.87 |
| Sepsis from other source | 9 (13.8) | 2 (10) | 7 (15.6) | 0.49 |
| Septic shock | 10 (15.4) | 2 (10) | 8 (17.8) | 0.35 |
| Pulmonary embolism | 6 (9.2) | 4 (20) | 2 (4.4) | 0.046* |
| Ventilator days before ECMO | 1 [1–4] | 1 [1–2] | 2 [1–4] | 0.07 |
| Hospital days before ECMO | 2 [1–8] | 1 [1–2] | 4 [1–11] | 0.06 |
Data presented as median and interquartile range or number and percentage. *, a P value <0.05 indicates statistical significance. APACHE II, Acute Physiology and Chronic Health Evaluation score; SOFA, Sequential Organ Failure Assessment score; PRESET, PREdiction of Survival on ECMO Therapy score; PRESERVE, Predicting Death for Severe ARDS on VV-ECMO score; RESP, Respiratory Extracorporeal Membrane Oxygenation Survival Prediction score; ARDS, acute respiratory distress severe syndrome; ECMO, extracorporeal membrane oxygenation.
Patient vital signs, mechanical ventilator setting, blood gas analysis, and respiratory management before ECMO initiation
| Parameters | All (N=65) | Survived (n=20) | Died (n=45) | P |
|---|---|---|---|---|
| Body temperature (°C) | 36.5 (35.9–37.4) | 36.9 (36.3–37.8) | 36.5 (35.7–37.3) | 0.12 |
| Heart rate (beats/min) | 112 [99–128] | 114 [91–125] | 111 [100–129] | 0.73 |
| Mean arterial pressure (mmHg) | 74 [65–89] | 84 [64–97] | 74 [65–87] | 0.18 |
| Central venous pressure (mmHg) | 14 [12–21] | 13 [12–20] | 13 [11–16] | 0.69 |
| Lactate (mmol/L) | 3.9 (1.9–10.7) | 2.2 (1.4–4.5) | 4.4 (2.1–13.2) | 0.04* |
| Platelet (×103/mL) | 147 [86–213] | 173 [100–234] | 143 [77–215] | 0.18 |
| Ventilator setting before ECMO | ||||
| PIP (cmH2O) | 30 [28–37] | 30 [23–36] | 32 [28–38] | 0.12 |
| PEEP (cmH2O) | 10 [8–14] | 8 [5–16] | 10 [8–14] | 0.23 |
| Tidal volume (mL/kg) | 6 [5–7] | 6.5 (4.5–7.8) | 6.3 (5.2–7.0) | 0.81 |
| Respiratory rate (time/min) | 30 [24–35] | 32 [24–34] | 30 [24–35] | 0.83 |
| Minute ventilation (L/min) | 11 [8–14] | 11 [9–13] | 10 [7–14] | 0.41 |
| FiO2 | 1 [1–1] | 1 (0.9–1) | 1 [1–1] | 0.27 |
| Arterial blood gas before ECMO | ||||
| pH | 7.22 (7.17–7.34) | 7.29 (7.22–7.38) | 7.20 (7.13–7.30) | 0.04* |
| PaO2 | 60 [49–77] | 70 [60–140] | 55 [44–71] | <0.001* |
| PaCO2 | 50 [36–63] | 40 [31–53] | 52 [41–66] | 0.07 |
| HCO3 | 21 [17–24] | 19 [15–21] | 22 [18–25] | 0.12 |
| PF ratio | 63 [51–84] | 73 [61–141] | 58 [47–75] | 0.001* |
| Rescue therapy, n (%) | ||||
| Prone position | 8 (12.3) | 2 (10.5) | 6 (13.3) | 0.76 |
| Recruitment maneuver | 25 (38.4) | 9 (45) | 16 (35.6) | 0.47 |
| Neuromuscular blocking agents | 37 (56.9) | 16 (80) | 36 (80) | 0.99 |
| Renal replacement therapy | 40 (61) | 8 (40) | 32 (71.1) | 0.02* |
All data presented as median and interquartile range. *, a P value <0.05 indicates statistical significance. ECMO, extracorporeal membrane oxygenation; PIP, peak inspiratory pressure; PEEP, positive end-expiratory pressure; FiO2, fraction of inspired oxygen; pH, acidity or basicity; PaO2, partial pressure of oxygen; PaCO2, partial pressure of carbon dioxide; HCO3, bicarbonate; PF ratio; PaO2/FiO2 ratio.
ECMO information
| Data | All (N=65) | Survived (n=20) | Died (n=45) | P |
|---|---|---|---|---|
| Indication for ECMO, n (%) | ||||
| Severe hypoxemia | 47 (72) | 14 (70) | 33 (73.3) | 0.78 |
| E-CPR | 11 (20) | 2 (10) | 9 (20) | 0.31 |
| Refractory shock | 7 (7.7) | 4 (20) | 3 (6.7) | 0.18 |
| ECMO type, n (%) | ||||
| Veno-venous ECMO | 43 (66) | 14 (70) | 29 (64.4) | 0.66 |
| Veno-arterial ECMO | 22 (34) | 6 (30) | 16 (35.6) | 0.66 |
| Duration (days) | ||||
| Ventilator days | 17 [7–25] | 18 [12–26] | 15 [5–24] | 0.077 |
| ECMO duration | 8 [5–15] | 9 [7–12] | 7 [3–15] | 0.23 |
| ICU length of stay | 20 [7–31] | 25 [18–52] | 15 [5–25] | 0.002* |
| Hospital length of stay | 25 [11–41] | 40 [29–78] | 19 [6–32] | <0.001* |
| Complication, n (%) | ||||
| Bleeding at puncture site | 15 (23) | 5 (25) | 10 (22.7) | 0.84 |
| Limb ischemia | 3 (4) | 1 (5) | 2 (4.7) | 0.95 |
| Intracranial bleeding | 3 (4) | 1 (5) | 3 (6.8) | 0.78 |
| GI bleeding | 3 (4) | 0 (0) | 3 (6.8) | 0.3 |
Data presented as number and percentage or median and interquartile range. *, a P value <0.05 indicates statistical significance. ECMO, extracorporeal membrane oxygenation; E-CPR, extracorporeal cardiopulmonary resuscitation; ICU, intensive care unit.
Analysis for independent predictors of mortality among ECMO-supported patients
| Factors | Univariate analysis | Multivariate analysis | |||
|---|---|---|---|---|---|
| Crude OR | P | Adjusted OR | P | ||
| APACHE II >30 | 4.97 (1.02–24.9) | 0.034 | |||
| SOFA >14 | 6 (1.72–20.89) | 0.003 | 8.77 (1.50–51.49) | 0.016* | |
| Hospitalized >72 hour | 5.92 (2.52–23.07) | 0.006 | 13.38 (1.93–92.94) | 0.009* | |
| Ventilator >48 hour | 7.20 (1.49–34.77) | 0.007 | |||
| pH <7.2 | 9.00 (1.85–43.74) | 0.002 | 14.99 (1.85–121.81) | 0.011* | |
| Lactate >2 | 3.50 (1.14–10.76) | 0.025 | |||
| PF ratio <60 | 7.56 (1.92–29.77) | 0.002 | 10.08 (1.45–70.21) | 0.02* | |
| Pulmonary embolism | 0.19 (0.03–1.12) | 0.046 | |||
*, a P value <0.05 indicates statistical significance. ECMO, extracorporeal membrane oxygenation; OR, odds ratio; APACHE II, Acute Physiology and Chronic Health Evaluation score; SOFA, Sequential Organ Failure Assessment score; pH, acidity or basicity; PF ratio; PaO2/FiO2 ratio.
Comparison among all mortality prediction scoring systems used to predict ECMO survival
| System | Overall group (N=65) | VV-ECMO group (n=43) | VA-ECMO group (n=22) | |||||
|---|---|---|---|---|---|---|---|---|
| AUC (95% CI) | P* | AUC (95% CI) | P* | AUC (95% CI) | P* | |||
| PRESET | 0.798 (0.676–0.919) | <0.001 | 0.777 (0.614–0.940) | 0.004 | 0.859 (0.691–1.000) | 0.011 | ||
| RESP | 0.766 (0.645–0.887) | 0.001 | 0.817 (0.689–0.944) | 0.001 | 0.771 (0.566–0.976) | 0.056 | ||
| PRESERVE | 0.654 (0.516–0.793) | 0.048 | 0.675 (0.504–0.846) | 0.066 | 0.604 (0.375–0.833) | 0.461 | ||
| APACHE II | 0.669 (0.536–0.803) | 0.030 | 0.608 (0.433–0.783) | 0.254 | 0.781 (0.584–0.978) | 0.047 | ||
| SOFA | 0.688 (0.546–0.824) | 0.018 | 0.628 (0.448–0.808) | 0.178 | 0.797 (0.566–1.000) | 0.036 | ||
| SHOP | 0.873 (0.791–0.956) | <0.001 | 0.866 (0.760–0.971) | <0.001 | 0.891 (0.755–1.000) | 0.006 | ||
*, P value of the AUC. If P<0.05, it indicated that the AUC is significantly different from 0.5, therefore there is evidence that the mortality predicting score has an ability to distinguish between the survivor and non-survivor. If P>0.05, it indicated that the AUC is no different from 0.5, therefore, the mortality predicting score has no ability to distinguish between the survivor and non-survivor. ECMO, extracorporeal membrane oxygenation; VV-ECMO, veno-venous ECMO; VA-ECMO, veno-arterial ECMO; AUC, area under the curve; CI, confidence interval; PRESET, PREdiction of Survival on ECMO Therapy score; RESP, Respiratory Extracorporeal Membrane Oxygenation Survival Prediction score; PRESERVE, Predicting Death for Severe ARDS on VV-ECMO score; APACHE II, Acute Physiology and Chronic Health Evaluation score; SOFA, Sequential Organ Failure Assessment score; SHOP score, SOFA score >14, hospitalized >72 hours before ECMO initiation, PaO2/FiO2 ratio <60, and pH <7.2.