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1.
J Surg Res ; 296: 88-92, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38241772

ABSTRACT

INTRODUCTION: The obesity epidemic plagues the United States, affecting approximately 42% of the population. The relationship of obesity with injury severity and outcomes has been poorly studied among motorcycle collisions (MCC). This study aimed to compare injury severity, mortality, injury regions, and hospital and intensive care unit length of stay (LOS) between obese and normal-weight MCC patients. METHODS: Trauma registries from three Pennsylvania Level 1 trauma centers were queried for adult MCC patients (January 1, 2016, and December 31, 2020). Obesity was defined as adult patients with body mass index ≥ 30 kg/m2 and normal weight was defined as body mass index < 30 kg/m2 but > 18.5 kg/m2. Demographics and injury characteristics including injury severity score (ISS), abbreviated injury score, mortality, transfusions and LOS were compared. P ≤ 0.05 was considered significant. RESULTS: One thousand one hundred sixty-four patients met the inclusion criteria: 40% obese (n = 463) and 60% nonobese (n = 701). Comparison of ISS demonstrated no statistically significant difference between obese and normal-weight patients with median ISS (interquartile range) 9 (5-14) versus 9 (5-14), respectively (P = 0.29). Obese patients were older with median age 45 (32-55) y versus 38 (26-54) y, respectively (P < 0.01). Comorbidities were equally distributed among both groups except for the incidence of hypertension (30 versus 13.8%, P < 0.01) and diabetes (11 versus 4.4%, P < 0.01). There was no statistically significant difference in Trauma Injury Severity Score or abbreviated injury score. Hospital LOS, intensive care unit LOS, and 30-day mortality among both groups were similar. CONCLUSIONS: Obese patients experiencing MCC had no differences in distribution of injury, mortality, or injury severity, mortality, injury regions, and hospital compared to normal-weight adults. Our study differs from current data that obese motorcycle drivers may have different injury characteristics and increased LOS.


Subject(s)
Motorcycles , Wounds and Injuries , Adult , Humans , United States , Middle Aged , Body Mass Index , Accidents, Traffic , Length of Stay , Obesity/complications , Obesity/epidemiology , Injury Severity Score , Wounds and Injuries/complications , Wounds and Injuries/diagnosis , Wounds and Injuries/epidemiology , Retrospective Studies
3.
Addiction ; 118(6): 1093-1104, 2023 06.
Article in English | MEDLINE | ID: mdl-36662775

ABSTRACT

BACKGROUND AND AIM: Patients with opioid use disorder (OUD) may experience inadequate pain management especially during childbirth. This study assessed and compared patient and provider perspectives on analgesia during and after delivery in women with OUD. DESIGN: Prospective cohort, mixed method design including semi-structured interviews and structured surveys with pregnant or recently pregnant patients (n = 17) and provider (n = 15) groups. SETTING: Prenatal clinics and hospital postpartum units. PARTICIPANTS: Patients were pregnant women with OUD currently treated with methadone (n = 1) or buprenorphine (n = 16). Providers were obstetricians (n = 5), obstetric nurses (n = 5) and anesthesiologists (n = 5). MEASUREMENTS: Validated questionnaires were completed by both groups; patient interviews were conducted during the third trimester and at 5 days post-delivery. Patient topics included pain management preferences, analgesia satisfaction and attitudes toward pain. Provider topics included labor and postpartum pain management perspectives. Interviews were independently coded and qualitatively analyzed for major themes. FINDINGS: Five major themes emerged from patient interviews: (1) neuraxial blockade was endorsed for labor pain; (2) otherwise, limited pain control options were perceived; (3) no consensus around use of opioids for pain; (4) non-opioid options should be available; and (5) provider communication and health-care system issues act as barriers to adequate pain management. Provider perspective themes included the following: (1) unique challenges in pain management for patients with OUD; (2) confusion on how to plan for and make perinatal adjustments to medication for OUD; (3) discrepant views on use of opioids for pain management; (4) endorsement of non-pharmacological and non-opioid options; and (5) need for improved provider collaboration in developing pain management plans. CONCLUSIONS: Patients with opioid use disorder and health-care providers prioritize pain management during and after childbirth, but have discrepant views on use of opioids and other pain management options. Inadequate care coordination and discrepancies in opinions need to be addressed both within care teams and between patients and providers. Clinicians would benefit from better evidence to guide clinical care of patients with OUD for patient-centered pain management.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Female , Humans , Pregnancy , Pregnant Women , Pain Management , Prospective Studies , Opioid-Related Disorders/drug therapy , Analgesics, Opioid/therapeutic use , Buprenorphine/therapeutic use , Pain/drug therapy
4.
Am Surg ; 89(4): 691-698, 2023 Apr.
Article in English | MEDLINE | ID: mdl-34384252

ABSTRACT

INTRODUCTION: Nonoperative management of hemodynamically stable patients with blunt splenic and/or hepatic injury has been widely accepted in the pediatric population. However, variability exists in the utilization and timing of repeat imaging to assess for delayed complications during index hospitalization. Recent level-IV evidence suggests that repeat imaging in children should be performed based on a patient's clinical status rather than on a routine basis. The aim of this study is to examine the rate of delayed complications and interventions in pediatric trauma patients with blunt splenic and/or hepatic injuries who undergo repeat imaging prompted either by a clinical change (CC) or non-clinical change (NCC). METHODS: A 9-year (2011-2019), retrospective, dual-institution study was performed of children (0-17 years) with blunt splenic and/or hepatic injuries. Patients were grouped based on reason for repeat imaging: CC or NCC. The rate of organ-specific delayed complications and interventions was examined by reason for scan. RESULTS: A total of 307 injuries were included in the study period (174 splenic, 113 hepatic, and 20 both). Of 194 splenic injuries, 30(15.5%) underwent repeat imaging (CC = 19; NCC = 11). Of 133 hepatic injuries, 27(20.3%) underwent repeat imaging (CC = 21; NCC = 6). There was no difference in the incidence of organ-specific delayed complications between the CC and NCC groups. Of the 4 patients with complications necessitating intervention, only one was identified based on NCC. CONCLUSIONS: Our data suggest routine repeat imaging is unnecessary in children with blunt splenic and/or hepatic injuries; therefore, practitioners may rely on a patient's clinical change.


Subject(s)
Abdominal Injuries , Wounds, Nonpenetrating , Humans , Child , Retrospective Studies , Injury Severity Score , Spleen/diagnostic imaging , Spleen/injuries , Liver/diagnostic imaging , Liver/injuries , Abdominal Injuries/diagnostic imaging , Tomography, X-Ray Computed , Wounds, Nonpenetrating/surgery
5.
Am Surg ; 89(6): 2362-2367, 2023 Jun.
Article in English | MEDLINE | ID: mdl-35448932

ABSTRACT

INTRODUCTION: On any given day, there are >550,000 homeless persons in the United States. Little research has examined the relationship between the homeless population and traumatic injuries. We hypothesized that homeless trauma patients have a higher mortality compared to those who are not homeless. METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003-2018 for all adult (age ≥15) patients admitted to trauma centers in Pennsylvania. Homelessness was defined as homeless on admission or homeless as their discharge status. Patient demographics, comorbidities, and clinical variables were compared between homeless and non-homeless patients. Logistic regression was used to control for age, gender, injury severity, injury type, admission Glasgow Coma Scale, and systolic blood pressure to assess morbidity and mortality. RESULTS: 773 patients were identified upon query. Homeless trauma patients were more likely to be male, younger, black, and of Hispanic ethnicity. Compared to non-homeless, they were more likely to have a positive drug screen or mental illness at the time of injury. They were not more significantly injured than their counterparts; however, in adjusted analysis, the homeless had significantly higher odds of both complications (Adjusted Odds Ratio [AOR]: 3.11; 95%CI: 2.64-3.66, P < .001) and mortality (AOR: 1.79; 95%CI: 1.29-2.50, P = .001). CONCLUSION: Although homeless patients were not more severely injured than the general trauma population, they had significantly higher odds of both complications and mortality. This population represents a very vulnerable community in need of medical intervention and injury prevention programs.


Subject(s)
Ill-Housed Persons , Refugees , Adult , Humans , Male , United States/epidemiology , Female , Retrospective Studies , Hospitalization , Trauma Centers , Injury Severity Score
6.
Obstet Gynecol Res ; 5(3): 210-218, 2022.
Article in English | MEDLINE | ID: mdl-36276260

ABSTRACT

Introduction: Percutaneous auricular nerve stimulation has been used for the treatment of symptoms associated with opioid withdrawal, including abdominal pain, nausea, and general discomfort. However, its potential utility for pain management and opioid minimization after surgery has not been investigated. The purpose of this study was to test the feasibility and acceptability of a trial protocol designed to assess the effectiveness of the NSS2-Bridge device as a non-pharmacologic alternative to opioids after cesarean delivery. Methods: In a randomized control design, healthy women receiving cesarean delivery were randomized to receive the active device, placebo device, or no device. Devices were placed on the ear following cesarean delivery and left in place for 5 days. Feasibility and acceptability of the device was assessed by patient reports of device tolerability (rated on a 100mm visual analog scale where 0 is not tolerable at all and 100 is the most tolerable) as well as qualitative reporting. Additional outcomes assessed included proportion of patients not using opioids in hospital, as well as pain at rest, pain with movement, and total opioid consumption in the hospital and for the first 5 days after surgery. Results: There were 60 patients included in the final analysis. Device tolerability was rated highly, with an average daily score of >75 mm on the visual analog scale. The trial retention rate was 89.7% with most exclusions (42.9%) occurring due to unanticipated development of care complexity (e.g., hemorrhage and additional surgical procedures), with only 1 exclusion (14.3%) due to device discomfort. The active device group achieved the highest proportion of opioid-free hospitalizations (40%) compared to placebo (20%) and no device groups (30%). Pain at rest and with movement was similar between treatment groups. Conclusions: This trial protocol designed to test the efficacy of NSS2-Bridge device for post-cesarean pain management is feasible and acceptable. Larger proportions of patients not using opioids in the active device group justifies additional investigation on device effectiveness in pregnant and postpartum people at highest risk for pain.

7.
Am Surg ; 88(7): 1573-1575, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35337207

ABSTRACT

Frail, geriatric patients with pelvic fractures can present differently than non-frail patients. Using the Clinical Frailty Scale(CFS), a retrospective analysis was conducted to determine the relationship between patients' CFS and outcomes after pelvic fractures. We hypothesized that frail, geriatric trauma patients defined as a CFS>4 with pelvic fractures have worse outcomes than non-frail patients with a CFS≤4 despite similar injuries. All geriatric patients with pelvic fractures and documented CFS were included. Seventy patients were included, with 59% (n = 41) frail. The groups were compared with no difference in mortality. The frail group was older and were most likely discharged to a skilled nursing facility (65.8%). Non-frail were most likely discharged to acute rehab (52%). Frail had lower functional status at discharge (median: 14.5v.16, P = .015). Frail patients had worse overall outcomes in this analysis of geriatric pelvic fracture patients. Special attention should focus on this vulnerable population to ensure optimal treatment and outcomes.


Subject(s)
Fractures, Bone , Frailty , Aged , Fractures, Bone/complications , Frail Elderly , Frailty/epidemiology , Geriatric Assessment , Humans , Length of Stay , Retrospective Studies
8.
J Surg Res ; 272: 184-189, 2022 04.
Article in English | MEDLINE | ID: mdl-35032820

ABSTRACT

INTRODUCTION: Hemodynamically normal pediatric trauma patients with solid organ injury receive nonoperative management. Prior research supports that pediatric patients have higher rates of nonoperative management at pediatric trauma centers (PTCs). We sought to evaluate differences in outcomes of pediatric trauma patients with liver injuries. We hypothesized that the type of trauma center (PTC versus adult trauma center [ATC]) would not be associated with any difference in mortality. METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003 to 2018 for all patients (<15 y) with liver injuries by International Classification of Disease 9 and 10 codes. Patients were categorized based on admission to the PTC or ATC. The primary endpoint was mortality with secondary endpoints being operative intervention and length of stay. Multivariate logistic regressions assessed the adjusted impact on mortality and surgical intervention. RESULTS: Of the 1600 patients with liver trauma, 607 met inclusion criteria. A total of 78.4% were treated at PTCs. Patients underwent hepatobiliary surgery more frequently at ATCs (11.5% [n = 15] versus 2.74% [n = 13], P < 0.001). Adjusted analysis showed lower odds of surgical intervention for hepatobiliary injuries at PTCs (adjusted odds ratio: 0.17, P = 0.001). There was a decrease in mortality at PTCs versus ATCs (adjusted odds ratio: 0.38, P = 0.032). CONCLUSIONS: Our statewide analysis showed that pediatric trauma patients with liver injuries treated at ATCs were associated with having higher odds of mortality and higher incidence of operative management for hepatobiliary injuries than those treated at PTCs. In addition, between centers, patients had similar functional status at discharge.


Subject(s)
Trauma Centers , Wounds, Nonpenetrating , Adult , Child , Humans , Injury Severity Score , Liver/injuries , Liver/surgery , Odds Ratio , Retrospective Studies , Wounds, Nonpenetrating/diagnosis , Wounds, Nonpenetrating/surgery
9.
J Surg Res ; 273: 181-191, 2022 05.
Article in English | MEDLINE | ID: mdl-35085945

ABSTRACT

BACKGROUND: The burden of traumatic injury among workers in agriculture is substantial. Surveillance can inform injury prevention efforts to reduce farmworkers' risk. We posited that the regional trauma registry can provide surveillance for agricultural injury requiring trauma-center care. METHODS: The Northeast Texas regional trauma registry was queried for patients injured in agricultural settings during 2016-2019 occurring in the 23,580 square mile study area subdivided into 219 US Census Zip Code Tract Area (ZCTA). Population at risk was estimated from the 2017 Census of Agriculture. Kuldorff's SaTScan identified case hot spots. A multivariable, geographically weighted regression model was fit for cases/1000 workers. RESULTS: In total, 273 cases occurred, (mean 68 cases per year [95% confidence interval 55.1-80.9]) among 96 ZCTA. The mean injury rate was 3.9 (95% confidence interval 3.4-4.3) cases per 1000 farmworkers. Animals and farm machinery were the most common injury mechanisms, 52.0% and 20.9%, respectively. Trauma ZCTA demonstrated more farms (median 170 versus 95.5, P < 0.001), greater farm acreage (53,900 acres versus 32,800, P = 0.004), and higher median total product sales ($6.5 million versus $3.9 million, P < 0.001). Six hot spots were identified with relative risks from 2.85 to 5.31. The multivariable model of cases/1000 workers demonstrated significant associations with workers per ZCTA (a mean ß-coefficient of 0.004 with P values <0.05 in 145 of 219 [66.5%] ZCTA) and percent rural population (ß = -6.62, P values <0.05 in 76.1% of ZCTA). CONCLUSIONS: Regional trauma registry data, combined with census data and spatial analyses, can identify actionable geographic areas of high agriculture-related injury risk.


Subject(s)
Agriculture , Wounds and Injuries , Humans , Registries , Rural Population , Spatial Analysis , Trauma Centers , Wounds and Injuries/epidemiology
10.
Am Surg ; 88(3): 394-398, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34551628

ABSTRACT

BACKGROUND: The Amish population is a unique subset of patients that may require a specialized approach due to their lifestyle differences compared to the general population. With this reasoning, Amish mortalities may differ from typical trauma mortality patterns. We sought to provide an overview of Amish mortalities and hypothesized that there would be differences in injury patterns between mortalities and survivors. METHODS: All Amish trauma patients who presented and were captured by the trauma registry at our Level I trauma center over 20 years (1/2000-2004/2020) were analyzed. A retrospective chart review was subsequently performed. Patients who died were of interest to this study. Demographic and clinical variables were analyzed for the mortalities. Mortalities were then compared to Amish patients who survived. RESULTS: There were 1827 Amish trauma patients during the study period and, of these, 32 (1.75%) were mortalities. The top 3 mechanisms of injury leading to mortality were falls (34.4%), pedestrian struck (21.9%), and farming accidents (15.6%). Pediatric (age ≤ 14y) (25%) and geriatric (age ≥ 65y) (28.1%) had the highest percentage of mortalities. Mortalities in the Amish population were significantly older (mean age: 39 years vs 27 years, P = .003) and had significantly higher ISS (mean ISS: 29 vs 10, P < .001) compared to Amish patients who survived. DISCUSSION: The majority of mortalities occurred in the pediatric and geriatric age groups and were falls. Further intervention and outreach in the Amish population should be done to highlight this particular cause of mortality. LEVEL OF EVIDENCE: Level III, epidemiological.


Subject(s)
Amish/statistics & numerical data , Injury Severity Score , Wounds and Injuries/mortality , Accidental Falls/mortality , Accidents, Traffic/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Cause of Death , Child , Child, Preschool , Farmers/statistics & numerical data , Female , Humans , Infant , Male , Middle Aged , Occupational Injuries/mortality , Trauma Centers , Young Adult
11.
Am Surg ; 88(5): 866-872, 2022 May.
Article in English | MEDLINE | ID: mdl-34645332

ABSTRACT

BACKGROUND: Unplanned readmission/bounceback to the intensive care unit (ICUBB) is a prevalent issue in the medical community. The geriatric population is incompletely studied in regard to ICUBB. We sought to determine if ICUBB in older patients was associated with higher risk of mortality. We hypothesized that, of those who were older, those with ICUBB would have higher mortality compared to those with no ICUBB. Further, we hypothesized that of those with ICUBB, older age would lead to higher mortality. METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003 to 2018 for all trauma patients of age ≥40 years. Those with advance directives were excluded. Adjusted analysis in the form of logistic regressions controlling for demographic and injury covariates and clustering by facility were used to assess the adjusted impact of ICUBB and age on mortality. RESULTS: 363,778 patients were aged ≥40 years. When comparing mortalities between the age 40 and 49 years group and those in older groups, a dramatic increase in mortality was observed between those in each respective age category with ICUBB vs non-ICUBB. This trend was most prominent in those in the 90+ years age group (ICUBB: AOR: 34.78, P < .001; non-ICUBB: AOR: 9.08, P < .001). A second model only including patients who had ICUBB found that patients of age ≥65 years had significantly higher odds of mortality (AOR: 4.10, P < .001) when compared to their younger counterparts (age <65 years). DISCUSSION: An ICUBB seems to exacerbate mortality rates as age increases. This profound increase in mortality calls for strategies to be developed, especially in the older population, to attempt to mitigate the factors leading to ICUBB.


Subject(s)
Patient Readmission , Wounds and Injuries , Adult , Aged , Aged, 80 and over , Humans , Injury Severity Score , Intensive Care Units , Middle Aged , Retrospective Studies , Trauma Centers , Wounds and Injuries/therapy
12.
Am Surg ; 88(3): 419-423, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34732095

ABSTRACT

INTRODUCTION: It is well known that trampolines can be a particular source of danger, especially in children. We sought to examine the profile of those patients with trampoline injuries. We hypothesized there would be certain injury patterns predicative of trampoline injuries. METHODS: All patients submitted to Pennsylvania Trauma Outcome Study database from 2016 to 2018 were analyzed. Trampoline injury was determined by ICD-10 activity code. Injury patterns in the form of abbreviated injury scale body regions were examined. Patient demographics and clinical variables were compared between those with trampoline injury vs those without. RESULTS: There were 107 patients with a trampoline injury. All of these patients were discharged alive and had a blunt mechanism of injury. The most common injury type was injury to the extremities (n=90,[84.1%]) with 54(50.5%) upper extremity injuries and 36(33.6%) lower extremity injuries. Ten (9.35%) patients had injury to the spine and five (4.67%) had head injury. Those with trampoline injuries were significantly younger (13y vs. 48.6y) and more likely to be white or of Hispanic ethnicity. Almost half of the patients injured (49.5%) were under 10 years. Patients with trampoline injuries had significantly lower Injury Severity Scores and significantly higher shock index. DISCUSSION: The majority of patients with trampoline injuries had injury to an extremity. These results help better understand the demographic, physiologic, and anatomic patterns surrounding trampoline injuries. Current government standards recommend that no child under age six should use a full-sized trampoline; however, based of this study, we advise that this age be increased to ten.


Subject(s)
Play and Playthings/injuries , Sports Equipment/statistics & numerical data , Wounds and Injuries/epidemiology , Wounds, Nonpenetrating/epidemiology , Abbreviated Injury Scale , Adolescent , Adult , Age Distribution , Arm Injuries/epidemiology , Child , Craniocerebral Trauma/epidemiology , Facial Injuries/epidemiology , Female , Humans , Leg Injuries/epidemiology , Male , Middle Aged , Pennsylvania/epidemiology , Sex Distribution , Spinal Injuries/epidemiology , Wounds and Injuries/etiology , Young Adult
13.
Am Surg ; 88(4): 608-612, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34772280

ABSTRACT

BACKGROUND: Individuals presenting with traumatic injury in rural populations have significantly different injury patterns than those in urban environments. With an increasing Amish population, totaling over 33 000 in our catchment area, their unique way of life poses additional factors for injury. This study aims to evaluate differences in mechanism of injury, location of injury, and demographic patterns within the Amish population. We hypothesize that there will be an increased incidence of agriculture-related mechanisms of injury. METHODS: All Amish trauma patients presenting to our level I trauma center over 20 years (1/2000-4/2020) were retrospectively analyzed. Mechanism and geographic location of injury were collected. Demographic and clinical variables were compared between the age groups. RESULTS: There were 1740 patients included in the study with 36.4% (n = 634) ≤ 14 years. Only 10% (n = 174) were ≥ 65 years. The most common mechanism across all ages was falls. However, when separating out the pediatric population ( ≤ 14 years), 27.8% (n = 60) fell from a height on average > 8-10 feet. The most common geographic location of injury was at home in all age groups, except for the 15-24 year group, which was roadways. DISCUSSION: The Amish population poses a unique set of mechanisms of injury and thus injury patterns to rural trauma centers. We have found the most common injuries to be falls, buggy accidents, animal-related injuries, and farming accidents across all age groups. Future research and collaboration with other rural trauma centers treating large Amish populations would be beneficial to maximize injury prevention in this population. LEVEL OF EVIDENCE: Level 3a, epidemiological.


Subject(s)
Amish , Trauma Centers , Accidental Falls , Animals , Child , Humans , Pennsylvania/epidemiology , Retrospective Studies
14.
Am Surg ; 88(6): 1285-1292, 2022 Jun.
Article in English | MEDLINE | ID: mdl-33625868

ABSTRACT

INTRODUCTION: Diagnostic radiology interpretive errors in trauma patients can lead to missed diagnoses, compromising patient care. Due to this, our level II trauma center implemented a reread protocol of all radiographic imaging within 24 hours on our highest trauma activation level (Code T). We sought to determine the efficacy of this reread protocol in identifying missed diagnoses in Code T patients. We hypothesized that a few, but clinically relevant errors, would be identified upon reread. METHODS: All radiographic study findings (initial read and reread) performed for Code T admissions from July 2015 to May 2016 were queried. The reviewed radiological imaging was given one of four designations: agree with interpretation, minor (non-life threatening) nonclinically relevant error(s)-addendum/correction required or clinically relevant error(s) (major [life threatening] and minor)-addendum/correction required, and trauma surgeon notified. The results were compiled, and the number of each type of error was calculated. RESULTS: Of the 752 radiological imaging studies reviewed on the 121 Code T patients during this period, 3 (0.40%) contained minor clinically relevant errors, 11 (1.46%) contained errors that were not clinically relevant, and 738 (98.1%) agreed with the original interpretation. The three clinically relevant errors included a right mandibular fracture found on X-ray and a temporal bone fracture that crossed the clivus and bilateral rib fractures found on computerized tomography. DISCUSSION: Clinically relevant errors, although minimal, were discovered during rereads for Code T patients. Although the clinical errors were significant, none affected patient outcomes. We propose that the implementation of reread protocols should be based upon institution-specific practices.


Subject(s)
Rib Fractures , Trauma Centers , Diagnostic Errors , Humans , Retrospective Studies , Tomography, X-Ray Computed
15.
J Trauma Acute Care Surg ; 92(2): 355-361, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34686640

ABSTRACT

BACKGROUND: Prehospital identification of the injured patient likely to require emergent care remains a challenge. End-tidal carbon dioxide (ETCO2) has been used in the prehospital setting to monitor respiratory physiology and confirmation of endotracheal tube placement. Low levels of ETCO2 have been demonstrated to correlate with injury severity and mortality in a number of in-hospital studies. We hypothesized that prehospital ETCO2 values would be predictive of mortality and need for massive transfusion (MT) in intubated patients. METHODS: This was a retrospective multicenter trial with 24 participating centers. Prehospital, emergency department, and hospital values were collected. Receiver operating characteristic curves were created and compared. Massive transfusion defined as >10 U of blood in 6 hours or death in 6 hours with at least 1 U of blood transfused. RESULTS: A total of 1,324 patients were enrolled. ETCO2 (area under the receiver operating characteristic curve [AUROC], 0.67; confidence interval [CI], 0.63-0.71) was better in predicting mortality than shock index (SI) (AUROC, 0.55; CI, 0.50-0.60) and systolic blood pressure (SBP) (AUROC, 0.58; CI, 0.53-0.62) (p < 0.0005). Prehospital lowest ETCO2 (AUROC, 0.69; CI, 0.64-0.75), SBP (AUROC, 0.75; CI, 0.70-0.81), and SI (AUROC, 0.74; CI, 0.68-0.79) were all predictive of MT. Analysis of patients with normotension demonstrated lowest prehospital ETCO2 (AUROC, 0.66; CI, 0.61-0.71), which was more predictive of mortality than SBP (AUROC, 0.52; CI, 0.47-0.58) or SI (AUROC, 0.56; CI, 0.50-0.62) (p < 0.001). Lowest prehospital ETCO2 (AUROC, 0.75; CI, 0.65-0.84), SBP (AUROC, 0.63; CI, 0.54-0.74), and SI (AUROC, 0.64; CI, 0.54-0.75) were predictive of MT in normotensive patients. ETCO2 cutoff for MT was 26 mm Hg. The positive predictive value was 16.1%, and negative predictive value was high at 98.1%. CONCLUSION: Prehospital ETCO2 is predictive of mortality and MT. ETCO2 outperformed traditional measures such as SBP and SI in the prediction of mortality. ETCO2 may outperform traditional measures in predicting need for transfusion in occult shock. LEVEL OF EVIDENCE: Diagnostic test, level III.


Subject(s)
Blood Component Transfusion/statistics & numerical data , Carbon Dioxide/metabolism , Emergency Medical Services , Wounds and Injuries/mortality , Adolescent , Adult , Aged , Female , Hospital Mortality , Humans , Injury Severity Score , Male , Middle Aged , Predictive Value of Tests , Retrospective Studies , Tidal Volume , United States , Vital Signs
16.
J Surg Res ; 268: 119-124, 2021 12.
Article in English | MEDLINE | ID: mdl-34304007

ABSTRACT

BACKGROUND: There is variability regarding the utilization and timing of repeat imaging in adult patients with blunt hepatic injury who are managed nonoperatively. This study examines the rate of delayed complications and interventions in patients with blunt hepatic injuries who undergo repeat imaging prompted either by clinical change (CC) or non-clinical change (NCC). METHODS: A nine-year, retrospective, dual-institution study was performed of adult patients with blunt hepatic injuries. Patients were identified based on whether repeat imaging was performed and reason for reimaging: CC or NCC. The incidence of delayed complications and interventions was examined for each type of scan. RESULTS: Of 365 patients, 122 (33.4%) underwent repeat imaging [CC, n = 72 (59%); NCC, n=50 (41%)]. Mean time to repeat imaging was shorter in the NCC group [CC = 7.6 ± 8 days; NCC = 4.7 ± 6.3 days, P = 0.034]. Delayed complications were found in 30 (25%) patients reimaged, [CC, n = 20; NCC, n = 10, P = 0.395]. Interventions were performed in 12 (40%) patients [CC, n = 10; NCC, n = 2, P = 0.120]. CONCLUSIONS: Repeat imaging due to NCC occurred earlier than imaging performed by CC. One quarter of patients reimaged demonstrated a delayed complication, with nearly half undergoing intervention. There was no difference in incidence of delayed complications or interventions between groups, suggesting repeat imaging can be prompted by clinical change in blunt hepatic injuries.


Subject(s)
Abdominal Injuries , Wounds, Nonpenetrating , Abdominal Injuries/complications , Adult , Diagnostic Imaging , Humans , Incidence , Liver/diagnostic imaging , Liver/injuries , Retrospective Studies , Wounds, Nonpenetrating/complications , Wounds, Nonpenetrating/diagnostic imaging , Wounds, Nonpenetrating/therapy
17.
J Trauma Acute Care Surg ; 91(1): 206-211, 2021 07 01.
Article in English | MEDLINE | ID: mdl-34144564

ABSTRACT

INTRODUCTION: Benzodiazepines (BZDs) modulate peripheral γ-amino-butyric acid type A on macrophages causing immunomodulation. They inhibit proinflammatory cytokines increasing infections. Prior studies have also shown that infections can increase thrombotic complications. We sought to examine this relationship in trauma patients. We hypothesized that the presence of BZDs on admission urine drug screen (UDS) would increase rates of both complications. METHODS: All patients submitted to the Pennsylvania Trauma Outcome Study database from 2003 to 2018 were queried. Those with a positive UDS for BZDs were analyzed. Infectious complications were defined as pneumonia, urinary tract infection, sepsis, wound, and soft tissue infection, and thrombotic complications were defined as presence of pulmonary embolism or deep vein thrombosis. Logistic regressions controlling for demographic and injury covariates assessed the adjusted impact of BZDs on infectious and thrombotic complications. RESULTS: A total of 3,393 patients (2.08%) had infectious complications, and 3,048 (1.87%) had thrombotic complications. Furthermore, 33,260 patients (20.4%) had a positive UDS for BZDs on admission. Univariate analysis showed that those positive for BZDs had higher rates of infectious (3.33% vs. 1.76%, p < 0.001) and thrombotic (2.84% vs. 1.62%, p < 0.001) complications. Multivariate analysis revealed that BZDs significantly increased the odds of infectious and thrombotic complications. Patients who tested positive for BZDs and subsequently developed infection had increased odds (adjusted odds ratio, 1.65; p < 0.001) of developing thrombotic complications. CONCLUSION: Trauma patients with a positive UDS for BZDs had higher odds of both infectious and thrombotic complications. Moreover, odds of thrombotic complications were higher in those with infections. LEVEL OF EVIDENCE: Epidemiological, level III.


Subject(s)
Benzodiazepines/adverse effects , Infections/epidemiology , Thrombosis/epidemiology , Wounds and Injuries/complications , Adult , Aged , Benzodiazepines/urine , Databases, Factual , Female , Humans , Infections/urine , Logistic Models , Male , Middle Aged , Multivariate Analysis , Patient Admission , Pennsylvania/epidemiology , Risk Factors , Thrombosis/urine , Young Adult
18.
J Surg Res ; 264: 368-374, 2021 08.
Article in English | MEDLINE | ID: mdl-33848835

ABSTRACT

BACKGROUND: We sought to determine the secondary overtriage rate of pediatric trauma patients admitted to pediatric trauma centers. We hypothesized that pediatric secondary overtriage (POT) would constitute a large percentage of admissions to PTC. MATERIALS AND METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003 to 2017 for pediatric (age ≤ 18 y) trauma patients transferred to accredited pediatric trauma centers in Pennsylvania (n = 6). Patients were stratified based on discharge within (early) and beyond (late) 24 h following admission. POT was defined as patients transferred to a PTC with an early discharge. Multilevel mixed-effects logistic regression model controlling for demographic and injury severity covariates were utilized to determine the adjusted impact of injury patterns on early discharge. RESULTS: A total of 37,653 patients met inclusion criteria. For transfers, POT compromised 18,752 (49.8%) patients. Compared to POT, non-POT were more severely injured (ISS: 10 versus 6;P < 0.001) and spent less time in the ED (Min: 181 versus 207;P < 0.001). In adjusted analysis, concussion, closed skull vault fractures, supracondylar humerus fractures, and consults to neurosurgery were associated with increased odds of POT. Overall, femur fracture, child abuse evaluation, and consults to plastic surgery, orthopedics, and ophthalmology were all associated with a decreased risk of being POT. CONCLUSIONS: POT comprises 49.8% of PTC transfer admissions in Pennsylvania's trauma system. Improving community resources for management of pediatric concussion and mild TBI could result in decreased rates of POT to PTCs. Developing better inter-facility transfer guidelines and increased education of adult TC and nontrauma center hospitals is needed to decrease POT. LEVEL OF EVIDENCE: Epidemiologic study, level III.


Subject(s)
Medical Overuse/statistics & numerical data , Patient Admission/statistics & numerical data , Trauma Centers/statistics & numerical data , Triage/statistics & numerical data , Wounds and Injuries/diagnosis , Adolescent , Age Factors , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Injury Severity Score , Male , Medical Overuse/prevention & control , Patient Admission/standards , Patient Discharge/standards , Patient Discharge/statistics & numerical data , Patient Transfer/standards , Patient Transfer/statistics & numerical data , Pennsylvania , Practice Guidelines as Topic , Retrospective Studies , Time Factors , Trauma Centers/standards , Trauma Severity Indices , Triage/organization & administration , Triage/standards , Wounds and Injuries/surgery
19.
J Trauma Acute Care Surg ; 91(1): 77-83, 2021 07 01.
Article in English | MEDLINE | ID: mdl-33605697

ABSTRACT

INTRODUCTION: The correct triage of trauma patients to trauma centers (TCs) is essential. We sought to determine the percentage of patients who were undertriaged within the Pennsylvania (PA) trauma system and spatially analyze areas of undertriage (UTR) in PA for all age groups: pediatric, adult, and geriatric. We hypothesized that there would be certain areas that had high UTR for all age groups. METHODS: From 2003 to 2015, all admissions from the Pennsylvania Trauma Systems Foundation registry and those meeting trauma criteria (International Classification of Diseases, Ninth Diseases: 800-959) from the Pennsylvania Health Care Cost Containment Council (PHC4) database were included. Admissions were divided into age groups: pediatric (<15 years), adult (15-64 years), and geriatric (≥65 years). All pediatric trauma cases were included from the Pennsylvania Trauma Systems Foundation and PHC4 registry, while only cases with Injury Severity Score of >9 were included in adult and geriatric age groups. Undertriage was defined as patients not admitted to level I/II adult TCs (n = 24), pediatric (n = 3), or adult and pediatric combined facility (n = 3) divided by the total number of patients from the PHC4 database. ArcGIS Desktop (version 10.7; ESRI, Redlands, CA) and GeoDa (version 1.14.0; CSDS, Chicago, IL) open source license were used for geospatial mapping of UTR with a spatial empirical Bayesian smoothed UTR by zip code tabulation area (ZCTA) and Stata (version 16.1; Stata Corp., College Station, TX) for statistical analyses. RESULTS: There were significant percentages of UTR for all age groups. One area of high UTR for all age groups had TCs and large nontrauma centers in close proximity. There were high rates of UTR for all ages in rural areas, specifically in the upper central regions of PA, with limited access to TCs. CONCLUSION: It appears there are two patterns leading to UTR. The first is in areas where TCs are in close proximity to large competing nontrauma centers, which may lead to inappropriate triage. The second has to do with lack of access to TCs. Geospatial mapping is a valuable tool that can be used to ascertain where trauma systems should focus scarce resources to decrease UTR. LEVEL OF EVIDENCE: Epidemiological, level III; Care management, level III.


Subject(s)
Registries , Trauma Centers/statistics & numerical data , Triage/organization & administration , Wounds and Injuries/diagnosis , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Bayes Theorem , Child , Child, Preschool , Female , Geographic Mapping , Humans , Infant , Infant, Newborn , Injury Severity Score , Male , Middle Aged , Pennsylvania/epidemiology , Retrospective Studies , Wounds and Injuries/epidemiology , Young Adult
20.
J Trauma Acute Care Surg ; 90(3): 544-549, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33492108

ABSTRACT

BACKGROUND: The beneficial effects of acute rehabilitation for trauma patients are well documented but can be limited because of insurance coverage. The Patient Protection and Affordable Care Act (ACA) went into effect on March 23, 2010. The ACA allowed patients who previously did not have insurance to be fully incorporated into the health system. We sought to analyze the likelihood of discharge to rehab for trauma patients before and after the implementation of the ACA. We hypothesized that there would be a higher rate of inpatient rehabilitation hospital (IRH) admission after the ACA was put into effect. METHODS: The Pennsylvania Trauma Outcome Study (PTOS) database was retrospectively queried from 2003 to 2017 for all trauma patients admitted to accredited trauma centers in Pennsylvania, who also had a functional status at discharge (FSD). Admission to an IRH was determined using discharge destination. Two categories were created to represent periods before and after ACA was implemented, 2003 to 2009 (pre-ACA) and 2010-2017 (post-ACA). A multilevel mixed-effects logistic regression model controlling for demographics, injury severity, and FSD assessed the adjusted impact of ACA implementation on IRH admissions. RESULTS: From the Pennsylvania Trauma Outcome Study query, 341,252 patients had FSD scores and of these patients, 47,522 (13.9%) were admitted to IRH. Patients who were severely injured were more likely to be admitted to IRH. Compared with FSD scores signifying complete independence at discharge, those with lower FSD had significantly increased odds of IRH admission. The odds of IRH admission post-ACA implementation significantly increased when compared with pre-ACA years (adjusted odds ratio, 1.14; 95% confidence interval, 1.12-1.17; p < 0.001; area under the receiver operating curve, 0.818). CONCLUSION: The implementation of the ACA significantly increased the likelihood of discharge to IRH for trauma patients. LEVEL OF EVIDENCE: Care management, level III.


Subject(s)
Hospitalization/statistics & numerical data , Insurance Coverage/statistics & numerical data , Patient Protection and Affordable Care Act , Rehabilitation Centers/statistics & numerical data , Wounds and Injuries/rehabilitation , Adult , Aged , Female , Humans , Male , Middle Aged , Outcome Assessment, Health Care , Pennsylvania , Young Adult
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