| Literature DB >> 29507415 |
Manuel F Struck1, Johannes K M Fakler2, Michael Bernhard3, Thilo Busch4, Patrick Stumpp5, Gunther Hempel4, André Beilicke3, Sebastian N Stehr4, Christoph Josten2, Hermann Wrigge4.
Abstract
This study aimes to determine the complication rates, possible risk factors and outcomes of emergency procedures performed during resuscitation of severely injured patients. The medical records of patients with an injury severity score (ISS) >15 admitted to the University Hospital Leipzig from 2010 to 2015 were reviewed. Within the first 24 hours of treatment, 526 patients had an overall mechanical complication rate of 26.2%. Multivariate analysis revealed out-of-hospital airway management (OR 3.140; 95% CI 1.963-5.023; p < 0.001) and ISS (per ISS point: OR 1.024; 95% CI 1.003-1.045; p = 0.027) as independent predictors of any mechanical complications. Airway management complications (13.2%) and central venous catheter complications (11.4%) were associated with ISS >32.5 (p < 0.001) and ISS >33.5 (p = 0.005), respectively. Chest tube complications (15.8%) were associated with out-of-hospital insertion (p = 0.002) and out-of-hospital tracheal intubation (p = 0.033). Arterial line complications (9.4%) were associated with admission serum lactate >4.95 mmol/L (p = 0.001) and base excess <-4.05 mmol/L (p = 0.008). In multivariate analysis, complications were associated with an increased length of stay in the intensive care unit (p = 0.019) but not with 24 hour mortality (p = 0.930). Increasing injury severity may contribute to higher complexity of the individual emergency treatment and is thus associated with higher mechanical complication rates providing potential for further harm.Entities:
Mesh:
Year: 2018 PMID: 29507415 PMCID: PMC5838247 DOI: 10.1038/s41598-018-22457-9
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Study flow chart. ISS; injury severity score.
Characteristics of severely injured patients with and without mechanical complications of invasive emergency procedures.
| Total (n = 526) | Any complication <24 h (n = 138) | No complication <24 h (n = 388) | Univariate p value | |
|---|---|---|---|---|
| Age, years; mean (SD) | 51 (22) | 49 (20) | 51 (22) | 0.248 |
| Male; n (%) | 372 (70.7) | 99 (71.7) | 273 (70.4) | 0.760 |
| BMI; mean (SD) | 25.8 (4.1) | 26.0 (4.3) | 25.7 (4.0) | 0.390 |
| ASA class >2; n (%) | 85 (16.2) | 18 (13.0) | 67 (17.3) | 0.247 |
| Pre-injury anticoagulation; n (%) | 74 (14.1) | 16 (11.6) | 58 (14.9) | 0.330 |
| Admission daytime 8am–7pm; n (%) | 372 (70.1) | 96 (69.6) | 272 (70.3) | 0.874 |
| ISS; mean (SD) | 27.8 (12.4) | 32.7 (14.2) | 26.1 (11.2) | < |
| AIS head >3; n (%) | 166 (31.6) | 46 (33.3) | 120 (30.9) | 0.602 |
| Out-of-hospital airway management; n (%) | 239 (45.4) | 97 (70.3) | 142 (36.6) | < |
| Admission SBP, mmHg; mean (SD) | 120 (36) | 110 (40) | 123 (34) |
|
| Admission temperature <35.2 °C; n (%) | 35.4 (1.5) | 35.2 (1.6) | 35.6 (1.4) |
|
| Admission Hb, mmol/L; mean (SD) | 7.47 (1.54) | 7.13 (1.62) | 7.59 (1.49) |
|
| Admission BE, mmol/L; mean (SD) | −2.77 (5.25) | −4.38 (5.61) | −2.20 (5.01) | < |
| Admission Lactate, mmol/L; mean (SD) | 3.1 (3.2) | 3.8 (3.7) | 2.9 (2.9) |
|
| Red blood cells <24 h; mean (SD) | 2.8 (7.8) | 4.8 (11.4) | 2.1 (5.7) |
|
| Noradrenaline <24 h, μg/kg/min; mean (SD) | 0.23 (0.42) | 0.37 (0.52) | 0.18 (0.37) | < |
| Time to surgery <24 h, h; mean (SD) | 1.54 (3.57) | 1.36 (2.80) | 1.61 (3.81) | 0.475 |
| Ventilator days; mean (SD) | 4.9 (8.4) | 7.7 (10.6) | 3.8 (7.3) | < |
| ICU LOS, days; mean (SD) | 10.4 (13.4) | 14.2 (15.3) | 9.1 (12.4) | < |
| 24 h mortality; n (%) | 41 (7.8) | 16 (11.6) | 25 (6.4) | 0.053 |
| 30 day mortality; n (%) | 86 (16.3) | 29 (21.0) | 57 (14.7) | 0.084 |
CI; confidence interval, SD; standard deviation, BMI; body mass index, ISS; injury severity score, ASA; American Society of Anesthesiologists, AIS; abbreviated injury severity. SBP; systolic blood pressure, Hb; hemoglobin, BE; base excess, ICU LOS; intensive care unit length of stay; italicized p values indicate statistical significance (p < 0.05).
Incidence of mechanical complications of invasive emergency procedures related to performance environments.
| Procedure | Total | EMS | Resuscitation room | Operating room | ICU |
|---|---|---|---|---|---|
| Airway management; n (%) | 53/401 (13.2) | 40/239 (16.7) | 9/67 (13.4) | 0/74 (0) | 4/21 (19.0) |
| Chest tube placement; n (%) | 31/196 (15.8) | 8/35 (22.8) | 16/88 (18.2) | 3/26 (11.5) | 4/47 (8.5) |
| CVC placement; n (%) | 41/360 (11.4) | 1/3 (33.3) | 24/191 (12.5) | 3/47 (6.4) | 13/119 (10.9) |
| Arterial line placement; n (%) | 41/434 (9.4) | 0/0 (0) | 32/291 (11.0) | 0/54 (0) | 9/89 (10.1) |
CVC; central venous catheter, EMS; emergency medical service, ICU; intensive care unit.
Multivariate analysis of mechanical complications.
| Parameter | Regression coefficient | Standard error | Odds radio | 95% CI lower value | 95% CI upper value | Multivariate p value |
|---|---|---|---|---|---|---|
| ISS | 0.023 | 0.011 | 1.024 | 1.003 | 1.045 |
|
| Out-of-hospital airway management | 1.144 | 0.240 | 3.140 | 1.963 | 5.023 |
|
| Admission SBP (mmHg) | 0.003 | 0.004 | 1.003 | 0.995s | 1.010 | 0.485 |
| Admission temperature (°C) | 0.002 | 0.086 | 1.002 | 0.847 | 1.186 | 0.978 |
| Admission Hb (mmol/L) | 0.034 | 0.085 | 1.035 | 0.876 | 1.222 | 0.689 |
| Admission base excess (mmol/L) | −0.048 | 0.034 | 0.953 | 0.892 | 1.020 | 0.164 |
| Admission Lactate (mmol/L) | −0.072 | 0.054 | 0.931 | 0.836 | 1.035 | 0.186 |
| RBC/24 h (n) | 0.013 | 0.017 | 1.013 | 0.980 | 1.046 | 0.444 |
| Noradrenaline/24 h (µg/kg/min) | 0.259 | 0.314 | 1.296 | 0.700 | 2.400 | 0.410 |
| Constant | −3.007 | 3.077 | 0.329 |
ISS; injury severity score, SBP; systolic blood pressure, Hb; hemoglobin, RBC; red blood cell transfusion, CI; confidence interval.
Logistic Regression including n = 383 patients without complications and n = 134 patients with complications;
Hosmer-Lemeshow goodness-of-fit test: p = 0.629; Nagelkerke’s R2: 0.156; model chi-square: 58.2, p < 0.001. Sensitivity 16.4% (22/134) correctly predicted patients with complications, specificity 97.1% (372/383) correctly predicted patients without complications; italicized p values indicate statistical significance (p < 0.05).
Figure 2Injury severity score relation with mechanical complications of invasive emergency procedures.
Predictors of intensive care unit length of stay.
| Parameter | Regression coefficient | Standard error | 95% CI Lower value | 95% CI Upper value | Multivariate p value | Univariate p value |
|---|---|---|---|---|---|---|
| Constant | 2.682 | 1.626 | −0.667 | 5.740 | 0.112 | |
| ISS | 0.198 | 0.069 | 0.062 | 0.353 | 0.006 | < |
| Admission Base excess (mmol/L) | −0.126 | 0.218 | −0.547 | 0.302 | 0.582 |
|
| Admission Lactate (mmol/L) | −0.677 | 0.311 | −1.293 | −0.074 |
|
|
| RBC/24 h (n) | 0.136 | 0.153 | −0.070 | 0.535 | 0.305 | 0.058 |
| Noradrenaline (µg/kg/min) | −3.469 | 2.404 | −8.048 | 1.332 | 0.123 | < |
| Time to surgery (hours) | 0.083 | 0.111 | −0.119 | 0.318 | 0.459 | < |
| ASA 3 | 0.817 | 1.914 | −3.013 | 4.723 | 0.651 | 0.053 |
| Anticoagulation | 3.851 | 2.027 | −0.163 | 7.810 | 0.064 |
|
| AIS head >3 | 4.195 | 1.492 | 1.277 | 7.182 |
|
|
| Out-of-hospital airway management | 3.611 | 1.551 | 0.580 | 6.847 |
|
|
| Total incidence of complications | 3.495 | 1.508 | 0.553 | 6.438 |
| < |
ISS; injury severity score, RBC; red blood cell transfusion, AIS; abbreviated injury severity, CI; confidence interval for regression coefficient. Robust multiple linear regression including data from n = 514 patients (R = 0.357, p < 0.001; Durbin Watson statistics 2.008). Confidence intervals and standard errors based on 1000 bootstrap samples; italicized p values indicate statistical significance (p < 0.05).
Predictors of 24-hour mortality.
| Parameter | Regression coefficient | Standard error | Odds radio | 95% CI lower value | 95% CI upper value | Multivariate p value | Univariate p value |
|---|---|---|---|---|---|---|---|
| Constant | 5.407 | 6.295 | 222.975 | 0.390 | |||
| Age (years) | 0.043 | 0.015 | 1.044 | 1.014 | 1.074 |
|
|
| ISS | −0.034 | 0.023 | 0.967 | 0.924 | 1.012 | 0.144 | < |
| SBP (mmHg) | −0.018 | 0.011 | 0.982 | 0.961 | 1.003 | 0.092 | < |
| Temperature (°C) | −0.300 | 0.179 | 0.741 | 0.521 | 1.053 | 0.094 | < |
| Hb (mmol/L) | 0.009 | 0.213 | 1.009 | 0.665 | 1.531 | 0.965 | < |
| Base excess (mmol/L) | −0.070 | 0.066 | 0.933 | 0.819 | 1.062 | 0.294 | < |
| Lactate (mmol/L) | 0.047 | 0.100 | 1.048 | 0.863 | 1.274 | 0.635 | < |
| RBC/24 h (n) | 0.011 | 0.026 | 1.011 | 0.960 | 1.065 | 0.673 | < |
| Noradrenaline (µg/kg/min) | 2.148 | 0.534 | 8.571 | 3.007 | 24.433 |
| < |
| Time to surgery (hours) | −0.062 | 0.163 | 0.940 | 0.683 | 1.294 | 0.705 |
|
| Anticoagulation | −1.698 | 1.053 | 0.183 | 0.023 | 1.442 | 0.107 | 0.078 |
| AIS head >3 | 1.358 | 0.640 | 3.887 | 1.109 | 13.627 |
| < |
| Out-of-hospital airway management | 0.535 | 0.807 | 1.708 | 0.351 | 8.301 | 0.507 | < |
| Total incidence of complications | −0.053 | 0.601 | 0.949 | 0.292 | 3.083 | 0.930 | 0.052 |
ISS; injury severity score, SBP; systolic blood pressure, Hb; hemoglobin, RBC; red blood cell transfusion, AIS; abbreviated injury severity, CI; confidence interval. Logistic regression including data from n = 515 patients with multiple trauma; Hosmer-Lemeshow goodness of fit test: p = 0.869; Nagelkerke’s R2: 0.642; model chi-square: 140.5, p < 0.001. Sensitivity 59.4% (19/32) correctly predicted descendents, Specificity 98.8% (477/483) correctly predicted survivors; italicized p values indicate statistical significance (p < 0.05).
Predictors of 30-day mortality.
| Parameter | Regression coefficient | Standard error | Odds radio | 95% CI lower value | 95% CI upper value | Multivariate p value | Univariate p value |
|---|---|---|---|---|---|---|---|
| Constant | −8.961 | 7.338 | 0.000 | 0.222 | |||
| Age (years) | 0.030 | 0.016 | 1.030 | 0.999 | 1.062 | 0.056 |
|
| BMI | 0.110 | 0.053 | 1.117 | 1.007 | 1.238 |
|
|
| ISS | 0.113 | 0.027 | 1.120 | 1.062 | 1.180 |
| < |
| Admission SBP (mmHg) | −0.014 | 0.008 | 0.986 | 0.971 | 1.001 | 0.064 | < |
| Admission Temperature (°C) | −0.022 | 0.201 | 0.978 | 0.659 | 1.451 | 0.912 | < |
| Admission Hb (mmol/L) | 0.136 | 0.196 | 1.146 | 0.780 | 1.684 | 0.488 | < |
| Admission Base excess (mmol(L) | −0.095 | 0.078 | 0.910 | 0.780 | 1.060 | 0.226 | < |
| Admission Lactate (mmol/L) | 0.086 | 0.119 | 1.089 | 0.863 | 1.375 | 0.471 | < |
| RBC/24 h | −0.030 | 0.050 | 0.971 | 0.881 | 1.070 | 0.550 | < |
| Noradrenaline/24 h (µg/kg/min) | 2.384 | 0.866 | 10.843 | 1.988 | 59.155 |
| < |
| Time to surgery (hours) | −0.272 | 0.170 | 0.762 | 0.546 | 1.063 | 0.109 |
|
| ICU LOS (days) | −0.172 | 0.034 | 0.482 | 0.788 | 0.899 |
| < |
| Male gender | −0.392 | 0.538 | 0.676 | 0.236 | 1.939 | 0.467 |
|
| ASA >2 | 0.658 | 0.680 | 1.931 | 0.509 | 7.319 | 0.333 |
|
| Admission 8 am–7 pm | 0.760 | 0.579 | 2.138 | 0.687 | 6.651 | 0.189 |
|
| AIS head >3 | 1.822 | 0.477 | 6.186 | 2.427 | 15.770 |
| < |
| Out-of-hospital airway management | 0.268 | 0.507 | 1.308 | 0.484 | 3.533 | 0.597 | <0.001 |
| Total incidence of complications | −0.731 | 0.607 | 0.481 | 0.147 | 1.582 | 0.228 | 0.084 |
BMI; body mass index, ISS; injury severity score, SBP; systolic blood pressure, Hb; hemoglobin, RBC; red blood cell transfusion, OR; operating room, ICU LOS; intensive care unit length of stay, ASA; American Society of Anesthesiologists classification, AIS; abbreviated injury severity, CI; confidence interval. Logistic regression including data from n = 514 patients with multiple trauma; Hosmer-Lemeshow goodness-of-fit test: p = 0.176; Nagelkerke’s R2: 0.744; model chi-square: 283.8, p < 0.001. Sensitivity 72.2% (56/76) correctly predicted descendents, Specificity 98.2% (429/437) correctly predicted survivors; italicized p values indicate statistical significance (p < 0.05).
Predictive parameters of mechanical complications of different invasive emergency procedures from univariate statistical analysis.
| Parameter | p value | Odds ratio | Lower 95% CI | Upper 95% CI |
|---|---|---|---|---|
|
| ||||
| ISS >32.5* | < | 4.033 | 2.231 | 7.292 |
|
| ||||
| Out-of-hospital chest tube placement |
| 3.650 | 1.551 | 8.590 |
| Out-of-hospital tracheal intubation |
| 2.938 | 1.053 | 8.191 |
|
| ||||
| ISS >33.5* |
| 2.588 | 1.314 | 5.098 |
| Out-of-hospital tracheal intubation | 0.056 | 2.178 | 0.966 | 4.910 |
|
| ||||
| Admission serum lactate >4.95 mmol/L |
| 3.394 | 1.654 | 6.962 |
| Admission base excess <−4.05 mmol/L |
| 2.431 | 1.239 | 4.770 |
CI; confidence interval, ISS; injury severity score, EMS; emergency medical service. *Cut off values from receiver operating characteristic (ROC) curve analysis; italicized p values indicate statistical significance (p < 0.05).