Abstract
Background:
The American College of Surgeons Committee on Trauma requires that all level I trauma centers have cardiopulmonary bypass (CPB) capabilities immediately available. Despite this mandate, there is limited data on the utilization and clinical outcomes among trauma patients requiring CPB in the management of injuries. The aim of this study was to evaluate the current use of CPB in the care of trauma patients.
Methods:
This is a retrospective analysis of the National Trauma Data Bank from 2010 to 2015. Adult patients sustaining cardiothoracic injuries who underwent surgical repair within the first 24 hours of admission were included. Propensity score matching was used to compare outcomes (in-hospital mortality, hospital length of stay, ICU length of stay, and complications) between patients who underwent CPB within the first 24 hours of admission to those with similar injuries who did not receive CPB.
Results:
28,481 patients were identified who met inclusion criteria, of whom 319 underwent CPB. 303 CPB patients were matched to 895 comparison patients who did not undergo CPB. Overall in-hospital mortality was 35%. Patients who were not treated with CPB had a significantly higher in-hospital mortality compared to those treated with CBP (OR 1.57, 95% CI; 1.16, 2.12, p=0.003), however complications were significantly lower in those who did not receive CPB (OR 0.63, CI 95%; 0.47, 0.86, P=0.003). Hospital length of stay (non-CPB: mean 13.4±16.3 days; CPB mean 14.7±15.1 days, p=0.23) and ICU length of stay (non-CPB: mean 9.9±10.7 days; CPB mean: 10.1±9.7 days, p=0.08) did not differ significantly between groups.
Conclusions:
The use of CPB in the initial management of select cardiothoracic injuries is associated with a survival benefit. Further investigation is required to delineate which specific injuries would benefit the most from the use of CPB.
Level of Evidence:
Level III
Study Type:
Therapeutic
Keywords: Cardiopulmonary bypass, Cardiothoracic injury, cardiac injury, vascular injury
Background:
Gibbon first began development of cardiopulmonary bypass (CPB) in 1932, which led to the first successful procedure using CPB in 1953 to repair an atrial septal defect (1). Mattox and Beale were among the first to describe the use of CPB in trauma patients with injuries to the cardiac and thoracic aorta in 1976 (2). Since that time, there have been remarkable developments allowing resuscitative CPB to be readily available in emergency situations as a tool in the armamentarium for care of trauma patients, including percutaneous access techniques, heparin-bonded circuitry, portable membrane oxygenators and CPB machinery (2,3). The American College of Surgeons Committee on Trauma now requires that all verified level I trauma centers have CPB capabilities immediately available (4). The literature to support the use of CPB in trauma patients, however, is limited to case series from busy trauma centers (5-8) and multiple case reports (9-11). To date, no studies have been conducted on the national scale to investigate the utilization of CPB or clinical outcomes among trauma patients requiring CPB, and no clear survival advantage has thus far been established.
The aim of this study was to evaluate the current use of CPB in surgical trauma care utilizing the National Trauma Data Bank (NTDB). We hypothesized that patients with cardiothoracic injuries requiring emergent surgical repair who were placed on CPB within the initial 24 hours of presentation would have improved in-hospital survival over those where CPB was not used.
Methods:
This is a retrospective analysis utilizing the Research Data Set of the NTDB for years 2010 to 2015, which belongs to and is maintained by the American College of Surgeons. This study underwent review and approval from the Institutional Review Board at Tufts Medical Center (Boston, MA).
Study Design and Cohort:
The study cohort included adult trauma patients age 15 years old and above who had sustained at least one cardiothoracic injury, as determined by Abbreviated Injury Scale (AIS) 1998 codes with known severity. AIS 2005 codes were not utilized for injury identification as they were inconsistently available within the NTDB during the study period, and missing codes were automatically recorded using the AIS 1998 coding system. Patients’ demographic information and clinical characteristics including age, gender, race, comorbidities, mechanism of injury (blunt versus penetrating), admission vital signs, and type and region of treating institution were collected. Other sustained injuries with AIS >2 severity were also recorded and classified by anatomical region. Patient injuries were further combined into one of three injury pattern groups: thoracic vessel injury, lung and airway injury, and cardiac injury (Appendix 1). Patients undergoing heart, vessel, or lung repair procedures within the first 24 hours of admission were then identified using the International Classification of Diseases, 9th Revision Clinical Modification (ICD-9-CM) procedure codes (Appendix 2). Patients were then classified as having received CPB within the first 24 hours, or not having received CPB at any point during their hospitalization. CPB was based on the ICD-9 procedure code for extracorporeal circulation auxiliary to open heart (39.61). Patients undergoing extracorporeal membrane oxygenation as identified by ICD-9-CM for extracorporeal membrane oxygenation (39.61) and percutaneous extracorporeal membrane oxygenation (39.66) were excluded. The primary outcome was in-hospital mortality. Secondary outcomes were hospital length of stay (LOS), intensive care unit (ICU) LOS, types of procedures performed, and complications, as defined by the National Trauma Data Standard.
Statistical Analysis:
Propensity Score Model and Matching
Patients who underwent CPB within 24 hours of admission were compared to those who did not undergo CBP (but who received other heart/vessel/lung procedures, as defined above) using 3:1 propensity score (PS) matching. The PS model included sex, mechanism of injury (blunt or penetrating), race (White, Black, other, not recorded), year of injury, presence of other chest injuries (heart, lung, vessels, thoracic aorta, pulmonary artery, pulmonary vein, myocardium, pericardium, intra cardiac, coronary artery), severity of chest injury (or worst chest injury, if multiple), presence of associated injuries (head, abdomen, spine, extremities), trauma center level (1-2 vs other), and region of country (Midwest, Northeast, South, West). These variables were selected based on their role as confounders of the treatment-outcome relationship, and their relatively complete capture in the dataset. Using the SAS procedure “psmatch”, each CBP patient was matched with up to three non-CPB patients using a greedy matching algorithm with a caliper equal to 20% of the logit of the PS. Covariate balance before and after PS-matching was assessed using absolute standardized differences, with values <0.1 indicating adequate balance (12).
Outcome Models:
Mixed effects logistic regression, with treating facility as a random effect, was used to compare in-hospital mortality and complications between treatment groups. Hospital LOS and ICU LOS were compared using negative binomial mixed effects regression models as appropriate for count outcomes. Statistical analyses were performed using Stata v16.1 (StataCorp LLC, College Station, TX) and SAS v9.4 (SAS Institute, Cary, NC), with two-sided tests and alpha=0.05.
Results:
A total of 28,481 patients met inclusion criteria. Of these, 319 patients underwent CPB within the initial 24 hours. Utilizing 3:1 PS matching, 303 patients who underwent CPB were matched to 895 comparison patients who did not received CPB. The characteristics of these two groups, both before and after PS matching, are summarized in Table 1. Prior to matching, the groups showed substantial imbalance across a number of covariates, with standardized differences much larger than 0.10. After matching, however, all standardized differences were below 0.1 except for intra-cardiac injuries, which was 0.11 (Table 1b), indicating adequate balance between the two groups.
Table 1:
Baseline Characteristics before and after propensity-score matching
| Before Matching | After Matching | |||||
|---|---|---|---|---|---|---|
| No bypass N=27,062 |
Bypass N=303 |
Absolute Standardized Difference |
No bypass N=895 |
Bypass N=303 |
Absolute Standardized Difference |
|
| Female | 5,080 (18.8) | 62 (20.5) | 0.04 | 185 (20.7) | 62 (20.5) | 0.01 |
| Age | 38.5 (17.5) | 38.9 (18.1) | 0.02 | 40.0 (18.4) | 38.9 (18.1) | 0.06 |
| Race | 0.24 | 0.03 | ||||
| white | 13,980 (51.7) | 192 (63.4) | 565 (63.1) | 192 (63.4) | ||
| black | 7,590 (28.0) | 65 (21.5) | 197 (22.0) | 65 (21.5) | ||
| other | 4,132 (15.3) | 33 (10.9) | 92 (10.3) | 33 (10.9) | ||
| not recorded | 1,360 (5.0) | 13 (4.3) | 41 (4.6) | 13 (4.3) | ||
| SBP | 110.9 (42.0) | 110.3 (40.5) | 0.02 | 108.9 (43.2) | 110.3 (40.5) | 0.03 |
| Total GCS | 14.0 (3.0, 15.0) | 14.0 (3.0, 15.0) | 0.03 | 14.0 (3.0, 15.0) | 14.0 (3.0, 15.0) | 0.03 |
| ISS AIS | 25.0 (16.0, 34.0) | 29.0 (25.0, 41.0) | 0.49 | 29.0 (25.0, 41.0) | 29.0 (25.0, 41.0) | 0.03 |
| Year | 0.37 | 0.06 | ||||
| 2010 | 4,226 (15.6) | 68 (22.4) | 200 (22.3) | 68 (22.4) | ||
| 2011 | 4,537 (16.8) | 78 (25.7) | 209 (23.4) | 78 (25.7) | ||
| 2012 | 4,808 (17.8) | 51 (16.8) | 160 (17.9) | 51 (16.8) | ||
| 2013 | 4,478 (16.5) | 36 (11.9) | 114 (12.7) | 36 (11.9) | ||
| 2014 | 4,508 (16.7) | 44 (14.5) | 134 (15.0) | 44 (14.5) | ||
| 2015 | 4,505 (16.6) | 26 (8.6) | 78 (8.7) | 26 (8.6) | ||
| Mechanism of injury | 0.31 | 0.00 | ||||
| Blunt | 12,819 (47.4) | 190 (62.7) | 562 (62.8) | 190 (62.7) | ||
| Penetrating | 14,243 (52.6) | 113 (37.3) | 333 (37.2) | 113 (37.3) | ||
| Head injury >2 | 6,273 (23.2) | 47 (15.5) | 0.19 | 156 (17.4) | 47 (15.5) | 0.05 |
| Abdominal injury >2 | 8,329 (30.8) | 57 (18.8) | 0.28 | 190 (21.2) | 57 (18.8) | 0.06 |
| Spine injury >2 | 2,605 (9.6) | 22 (7.3) | 0.09 | 75 (8.4) | 22 (7.3) | 0.04 |
| Other injury >2 | 17 (0.1) | 0 (0.0) | 0.04 | 1 (0.1) | 0 (0.0) | 0.05 |
| Extremity injury >2 | 6,782 (25.1) | 63 (20.8) | 0.10 | 180 (20.1) | 63 (20.8) | 0.02 |
| Lung injury | 12,211 (45.1) | 130 (42.9) | 0.04 | 377 (42.1) | 130 (42.9) | 0.02 |
| Heart injury | 4,064 (15.0) | 118 (38.9) | 0.56 | 379 (42.3) | 118 (38.9) | 0.07 |
| Vessels injury | 4,475 (16.5) | 179 (59.1) | 0.98 | 529 (59.1) | 179 (59.1) | 0.00 |
| Thoracic aorta injury | 1,378 (5.1) | 132 (43.6) | 1.00 | 383 (42.8) | 132 (43.6) | 0.02 |
| Pulmonary artery injury | 396 (1.5) | 11 (3.6) | 0.14 | 28 (3.1) | 11 (3.6) | 0.03 |
| Pulmonary vein injury | 178 (0.7) | 6 (2.0) | 0.12 | 20 (2.2) | 6 (2.0) | 0.02 |
| Myocardial+pericardial injury | 4,021 (14.9) | 113 (37.3) | 0.53 | 366 (40.9) | 113 (37.3) | 0.07 |
| Intracardiac injury | 42 (0.2) | 11 (3.6) | 0.26 | 16 (1.8) | 11 (3.6) | 0.11 |
| Coronary artery injury | 77 (0.3) | 11 (3.6) | 0.24 | 25 (2.8) | 11 (3.6) | 0.05 |
| Chest injury severity | 1.02 | 0.03 | ||||
| AIS 1-2 | 3,209 (11.9) | 3 (1.0) | 10 (1.1) | 3 (1.0) | ||
| AIS 3-4 | 19,877 (73.4) | 131 (43.2) | 375 (41.9) | 131 (43.2) | ||
| AIS 5-6 | 3,976 (14.7) | 169 (55.8) | 510 (57.0) | 169 (55.8) | ||
| Trauma center level | 0.03 | 0.01 | ||||
| all other | 942 (3.5) | 12 (4.0) | 38 (4.2) | 12 (4.0) | ||
| levels 1-2 | 26,120 (96.5) | 291 (96.0) | 857 (95.8) | 291 (96.0) | ||
| Region of country | 0.19 | 0.05 | ||||
| missing | 4,767 (17.6) | 45 (14.9) | 137 (15.3) | 45 (14.9) | ||
| MIDWEST | 4,082 (15.1) | 60 (19.8) | 186 (20.8) | 60 (19.8) | ||
| NORTHEAST | 3,771 (13.9) | 55 (18.2) | 168 (18.8) | 55 (18.2) | ||
| SOUTH | 9,025 (33.3) | 92 (30.4) | 266 (29.7) | 92 (30.4) | ||
| WEST | 5,417 (20.0) | 51 (16.8) | 138 (15.4) | 51 (16.8) | ||
Data are presented as mean (SD) or median (IQR) for continuous measures, and n (%) for categorical measures. Systolic blood pressure (SBP); Glascow Coma Scale (GCS); Abbreviated Injury Scale Injury Severity Score (AIS ISS).
The most common surgical procedures performed within the first 24 hours of admission for both matched groups are described in Table 2. In both groups, vessel repair procedures were the most common (non-CPB: 52.5%, CPB: 65.0%), followed by heart repair procedures (non-CPB: 36.0%, CPB: 35.6%) and exploratory thoracotomy (non-CPB: 30.4%, CPB: 16.2%). The results of the propensity score-matched analysis are described in Tables 3 and 4. In-hospital mortality among those not treated with CPB was significantly higher than those treated with CPB (OR 1.57, 95% CI (1.16, 2.12), p= 0.003). In contrast, there was a significantly lower lower rate of complications among those who did not receive CPB (OR 0.63, 95% CI (0.47, 0.86), p=0.003). The most common complications in both groups were pneumonia (7.6% CPB, 6.8 non-CPB) and cardiac arrest (6.2% CPB, 7.8% non-CPB). Length of hospital (non-CPB: mean 13.4±16.3 days; CPB mean 14.7±15.1 days, p=0.23) and ICU (non-CPB: mean 9.9±10.7 days; CPB: mean 10.1±9.7 days, p=0.08) stay did not differ significantly between the treatment groups.
Table 2:
Surgical Procedures (in first 24 hours)
| No bypass N=895 |
Bypass N=303 |
|
|---|---|---|
| Lung procedure | 132 (14.7) | 37 (12.2) |
| Cardiovascular system procedure | 5 (0.6) | 22 (7.3) |
| Papillary muscle procedure | 0 (0.0) | 3 (1.0) |
| Septal repair procedure | 12 (1.3) | 9 (3.0) |
| Revascularization procedure | 40 (4.5) | 17 (5.6) |
| Heart repair procedure | 322 (36.0) | 108 (35.6) |
| Vessel repair procedure | 470 (52.5) | 197 (65.0) |
| ECMO | 3 (0.3) | 3 (1.0) |
| Percutaneous bypass | 2 (0.2) | 0 (0.0) |
| Exploratory thoracotomy | 272 (30.4) | 49 (16.2) |
| Sternotomy | 60 (6.7) | 33 (10.9) |
Table 3.
Outcomes
| No bypass N=895 |
Bypass N=303 |
Odds Ratio* (95% CI) |
p- value* |
|
|---|---|---|---|---|
| Any complication (missing 14) | 314 (35.1) | 131 (45.3) | 0.63 (0.47, 0.86) | 0.003 |
| In-hospital mortality | 294 (32.8) | 72 (23.8) | 1.57 (1.16, 2.12) | 0.003 |
| Relative Mean Ratio* (95% CI) |
||||
| Mean hospital days (SD) | 13.4 (16.3) | 14.7 (15.1) | 0.92 (0.80, 1.05) | 0.23 |
| Mean ICU days (SD) | 9.9 (10.7) | 10.1 (9.7) | 0.99 (0.86, 1.13) | 0.88 |
Estimates from mixed effects models to account for clustering within facility. Reference for all models is the bypass group.
Table 4.
Clinical Complications
| No bypass N=895 |
Bypass N=289 |
|
|---|---|---|
| Any complication | 314 (35.1) | 131 (45.3) |
| Cardiac arrest | 70 (7.8) | 18 (6.2) |
| Myocardial infarction | 1 (0.1) | 2 (0.7) |
| CVA | 4 (0.4) | 11 (3.8) |
| AKI | 8 (0.9) | 3 (1.0) |
| ARDS | 16 (1.8) | 10 (3.5) |
| Deep SSI | 1 (0.1) | 0 (0.0) |
| DVT | 16 (1.8) | 10 (3.5) |
| Organ/space SSI | 5 (0.6) | 0 (0.0) |
| Pneumonia | 61 (6.8) | 22 (7.6) |
| Pulmonary embolism | 21 (2.3) | 3 (1.0) |
| Superficial SSI | 6 (0.7) | 2 (0.7) |
| Unplanned intubation | 13 (1.5) | 6 (2.1) |
| Osteomyelitis | 1 (0.1) | 0 (0.0) |
| Unplanned return to OR | 12 (1.7) | 8 (3.6) |
| Unplanned return to ICU | 7 (1.0) | 1 (0.4) |
| Severe sepsis | 14 (2.0) | 5 (2.2) |
Cerebrovascular accident (CVA); Acute kidney injury (AKI); Acute respiratory distress syndrome (ARDS); Surgical site infection (SSI); Deep vein thrombosis (DVT); Intensive care unit (ICU)
Discussion:
This is the largest study to date investigating the use of CPB in patients with cardiothoracic injuries who were managed with CPB within the initial 24 hours of presentation. Patients who underwent CPB within 24 hours of admission had a significantly lower rate of in-hospital mortality compared to those with similar injuries who did not undergo CPB. However, the use of CPB was accompanied by a significantly higher rate of complications.
Overall, 1.1% (319/28481) of the patients in this series were acutely managed with cardiopulmonary bypass in the initial 24 hours. Wall et al. reported the management of complex cardiac injuries at the Ben Taub Trauma Center in Houston Texas over a 20-year period, and similarly noted a need for cardiopulmonary bypass in approximately 1% of patients. In contrast to our study, Wall et al. reported the use of CPB over the entire hospital course and noted that in many of the cases where CBP was used, it was for delayed repair of valvular and septal injuries diagnosed after the index operation (13). Given the limited available data, this study currently represents the best estimated nationwide rate at which CPB is utilized for cardiothoracic injuries in the first 24 hours.
To date, there have been inconsistent results as to whether there is a survival benefit among trauma patients treated with urgent CPB. The overall in-hospital mortality rate among patients sustaining cardiothoracic trauma who underwent CPB in our study was 23.8%, which compares favorably with other previously reported rates. Dauphine et al. reported a 31% mortality rate among 16 trauma patients with major cardiothoracic injuries treated with use of CPB at University of Los Angeles Medical Center between 1993 and 2002 (7). In a review of nine selected case reports of CPB use in trauma, Chughtai et al. found an overall mortality rate of 44% (3). Baker et al. reported only a 55% survival rate for patients with penetrating multi-chamber cardiac wounds who underwent CPB (5), whereas Pate et al. describes a 90.9% survival rate among 88 patients treated for traumatic aortic rupture under CPB (8). Using a PS-matching approach, mortality among the patients in our study who received CBP was significantly lower than those with similar injuries who did not receive CBP (23.8% vs. 32.8, p=0.003). This finding provides the best available evidence to date that CPB improves survival in selected severely injured trauma patients.
Not surprisingly, the survival benefit accompanying the use of CPB was associated with an increased complication rate, with 45.3% suffering complications in the CPB group compared to 35.1% in those who did not receive CPB in our study. The most common complications in the bypass group were cardiac arrest, pneumonia, cerebrovascular accident (CVA), deep vein thrombosis (DVT), acute respiratory distress syndrome (ARDS), and unplanned return to the operating room. Interestingly, the rate of cardiac arrest was similar between the CPB (6.2%) and the non-CPB group (7.8%). In addition, those who received CPB also underwent a greater number of overall procedures, with pulmonary procedures, cardiac procedures, and vascular procedures being the most common.
The data for reported complications in other series among the trauma population is scarce and often lacking. Dauphine et al. reported that major complications occurred in 25% of patients with penetrating chest trauma who were managed with CPB, including pneumonia, ARDS, renal failure, and stroke (7). Pate et al. observed that postoperative complications developed in 72.7% of patients who had repair of traumatic aortic rupture with use of CPB, noting that ARDS and pneumonia were the most common (29.5% of patients) (8). Mattox reported a total of 28 complications among 26 patients in whom CPB was able to be discontinued, however affirmed that without CPB support none of the patients would have been salvaged (2). Additionally, complication data was missing from 13 of the patients in the matched cohort, potentially resulting in an an underestimation of the risk of complications in the CPB group.
The higher rates of complications observed among patients receiving CPB may be explained by several reasons. It has been well established that CPB generates a widespread inflammatory response that results in coagulopathy and temporary organ dysfunction affecting nearly every organ system. This can result in cardiac dysfunction and arrhythmias, ARDS, renal failure, and cognitive impairment, many of the complications observed in our series (10). Moreover, a higher complication rate is not unexpected when considering that the emergent use of CPB afforded more surgical opportunities to repair patient injuries; and thus when temporized with CPB, these patients were able to survive long enough to make it to the operating room for interventions they may not have otherwise received. Therefore, we logically propose that the rate of complications and number of procedures performed would have been lower if patients were not placed on CPB in order to support the ability to perform these critical procedures and survive to accrue complications.
In patients with cardiothoracic trauma with technically challenging injuries, early initiation of CPB may allow for rapid stabilization and definitive repair, which potentially translates into increased survival (7). We included only patients who were selected for CPB within the initial 24 hours after sustaining life-threatening injuries in this study. We feel that patients who receive CPB after the initial 24 hours are in a different clinical window and are being placed on CPB for different indications.
We propose that being placed on CPB in the initial 24 hour window confers a survival advantage by several mechanisms. Firstly, in severe cardiothoracic trauma, CPB allows for diversion of blood flow away from the injured cardiopulmonary system, reducing ongoing hemorrhage while allowing for peripheral and cerebral perfusion. This provides critical time for resuscitation to restore circulating blood volume and correction of metabolic disturbances prior to or during operative intervention for hemorrhage control and repair of injuries. Maintaining peripheral perfusion throughout the operation results in improved hemodynamics and metabolic profile, which can allow the patient to endure longer operative times to enable definitive repair at the index operation rather than relying solely on damage control techniques. As demonstrated by our results, however, this does not necessarily translate into fewer total procedures performed during the hospital course. Secondly, similar to how CPB is utilized in cardiac surgery, it allows the surgeon to operate in a field free of ongoing hemorrhage and facilitates better exposure of the injuries so definitive repair can be expeditiously performed. It is unclear whether our observed survival advantage with CPB use in the initial 24 hours would continue in patients who were placed on CPB at later time periods during the hospital course, or for indications other than initial resuscitation and stabilization. Further exploration in this area is needed.
Our study has several limitations. It is a retrospective analysis of the NTDB, a non-population-based nationwide database of Level 1 and 2 trauma centers. The accuracy and completeness of data in the NTDB relies on the reporting institution. By nature, the NTDB is subject to missing or inaccurate data that cannot be confirmed and also may not capture patient-specific clinically relevant details. In particular, given these limitations of the dataset, we were unable to determine the exact indication for CPB in each patient, or why it was selected for use in some patients, but not others who presented with a similar injury pattern. Furthermore, the NTDB does not account for loco-regional or institutional differences in management protocols and resource utilization, which may skew the results. Future studies should be aimed at determining the specific indications for CPB use, and to further delineate precisely which injuries would benefit most from the use of cardiopulmonary bypass.
This study also uses a propensity score model, which is limited by ensuring inclusion of all confounders in the PS model. There may have been confounding variables unavailable in the NTDB which may have introduced a patient selection bias that could have explained observed associations. For example, data for vital signs were missing on many patients in the NTDB. In order to retain as many patients as possible in the analysis, vital signs were thus not included in the PS model. This exclusion may also confer a severity of illness bias – i.e. patients with unstable vital signs might have been less likely to receive CPB and more likely to die. Missing data in several other areas of the NTDB, including blood product transfusion requirement and comorbidity burden, may have also contributed to the observed increase rate of complications seen among those undergoing CPB, as these patients may have been a sicker population which was not revealed in the propensity score matching.
Conclusion:
This is the largest reported study on the use of CPB in trauma patients. Patients who underwent CPB had lower in-hospital mortality and a higher rate of complications compared to patients who did not receive CPB. We believe that the mortality benefit observed in our study indicates that CPB is a critical adjunct in the management of severe cardiothoracic trauma within the initial 24 hours of presentation, and is likely underutilized in the initial resuscitation and management of trauma patients. Further prospective studies are warranted to evaluate the utility of CPB for specific injuries and also to delineate specific indications and timing of use.
Supplementary Material
Appendix 1: Injury Pattern Groups Determined by AIS98 Coding
Appendix 2: Repair Procedures Determined by ICD-9 Codes
Financial Support:
This manuscript was supported by the National Center for Advancing Translational Sciences, National Institutes of Health, Award UL1TR001064.
Footnotes
Conflicts of Interest:
The authors have no financial, consultant, institutional, or ethical conflicts of interest regarding the contents of the submission to report.
Study Quality Guidelines
This manuscript was drafted in accordance with the STROBE checklist for retrospective observational studies.
All work was performed at Tufts Medical Center, Boston, MA. This manuscript has not been presented at any meetings.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Appendix 1: Injury Pattern Groups Determined by AIS98 Coding
Appendix 2: Repair Procedures Determined by ICD-9 Codes
