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1.
J Surg Res ; 281: 143-154, 2023 01.
Article in English | MEDLINE | ID: mdl-36155271

ABSTRACT

INTRODUCTION: The effects of firearm sales and legislation on crime and violence are intensely debated, with multiple studies yielding differing results. We hypothesized that increased lawful firearm sales would not be associated with the rates of crime and homicide when studied using a robust statistical method. METHODS: National and state rates of crime and homicide during 1999-2015 were obtained from the United States Department of Justice and the Centers for Disease Control and Prevention. National Instant Criminal Background Check System background checks were used as a surrogate for lawful firearm sales. A general multiple linear regression model using log event rates was used to assess the effect of firearm sales on crime and homicide rates. Additional modeling was then performed on a state basis using an autoregressive correlation structure with generalized estimating equation estimates for standard errors to adjust for the interdependence of variables year to year within a particular state. RESULTS: Nationally, all crime rates except the Centers for Disease Control and Prevention-designated firearm homicides decreased as firearm sales increased over the study period. Using a naive national model, increases in firearm sales were associated with significant decreases in multiple crime categories. However, a more robust analysis using generalized estimating equation estimates on state-level data demonstrated increases in firearms sales were not associated with changes in any crime variables examined. CONCLUSIONS: Robust analysis does not identify an association between increased lawful firearm sales and rates of crime or homicide. Based on this, it is unclear if efforts to limit lawful firearm sales would have any effect on rates of crime, homicide, or injuries from violence committed with firearms.


Subject(s)
Firearms , Homicide , United States/epidemiology , Homicide/prevention & control , Violence , Commerce , Centers for Disease Control and Prevention, U.S.
2.
J Surg Res ; 269: 69-75, 2022 01.
Article in English | MEDLINE | ID: mdl-34520984

ABSTRACT

BACKGROUND: There are significant practice variations in antibiotic treatment for appendicitis, ranging from short-course narrow spectrum to long-course broad-spectrum. We sought to describe the modern microbial epidemiology of acute and perforated appendicitis in adults to help inform appropriate empiric coverage and support antibiotic stewardship initiatives. METHODS: This is a post-hoc secondary analysis of the Multicenter Study of the Treatment of Appendicitis in America: Acute, Perforated, and Gangrenous (MUSTANG) which prospectively enrolled adult patients (age ≥ 18 years) diagnosed with appendicitis between January 2017 and June 2018 across 28 centers in the United States. We included all subjects with positive microbiologic cultures during primary or secondary (rescue after medical failure) appendectomy or percutaneous drainage. Culture yield was compared between low- and high-grade appendicitis as per the AAST classification. RESULTS: A total of 3,471 patients were included: 230 (7%) had cultures performed, and 179/230 (78%) had positive results. Cultures were less likely to be positive in grade 1 compared to grades 3, 4, or 5 appendicitis with 2/18 (11%) vs 61/70 (87%) (p < .001). Only 1 subject had grade 2 appendicitis and culture results were negative. E. coli was the most common pathogen and cultured in 29 (46%) of primary appendectomy samples, 16 (50%) of secondary, and 44 (52%) of percutaneous drainage samples. CONCLUSION: Culturing low-grade appendicitis is low yield. E. coli is the most commonly cultured microbe in acute and perforated appendicitis. This data helps inform empiric coverage for both antibiotics alone and as an adjunct to operative or percutaneous intervention.


Subject(s)
Antimicrobial Stewardship , Appendicitis , Adolescent , Adult , Anti-Bacterial Agents/therapeutic use , Appendectomy/methods , Appendicitis/complications , Appendicitis/epidemiology , Appendicitis/surgery , Drainage/methods , Escherichia coli , Humans , Retrospective Studies , United States
3.
J Biomed Inform ; 126: 103975, 2022 02.
Article in English | MEDLINE | ID: mdl-34906736

ABSTRACT

Uncontrolled hemorrhage is a leading cause of preventable death among patients with trauma. Early recognition of hemorrhage can aid in the decision to administer blood transfusion and improve patient outcomes. To provide real-time measurement and continuous monitoring of hemoglobin concentration, the non-invasive and continuous hemoglobin (SpHb) measurement device has drawn extensive attention in clinical practice. However, the accuracy of such a device varies in different scenarios, so the use is not yet widely accepted. This article focuses on using statistical nonparametric models to improve the accuracy of SpHb measurement device by considering measurement bias among instantaneous measurements and individual evolution trends. In the proposed method, the robust locally estimated scatterplot smoothing (LOESS) method and the Kernel regression model are considered to address those issues. Overall performance of the proposed method was evaluated by cross-validation, which showed a substantial improvement in accuracy with an 11.3% reduction of standard deviation, 23.7% reduction of mean absolute error, and 28% reduction of mean absolute percentage error compared to the original measurements. The effects of patient demographics and initial medical condition were analyzed and deemed to not have a significant effect on accuracy. Because of its high accuracy, the proposed method is highly promising to be considered to support transfusion decision-making and continuous monitoring of hemoglobin concentration. The method also has promise for similar advancement of other diagnostic devices in healthcare.


Subject(s)
Hemoglobins , Oximetry , Hematologic Tests , Hemoglobins/analysis , Hemorrhage , Humans , Oximetry/methods
4.
J Med Syst ; 46(11): 72, 2022 Sep 26.
Article in English | MEDLINE | ID: mdl-36156743

ABSTRACT

Recent use of noninvasive and continuous hemoglobin (SpHb) concentration monitor has emerged as an alternative to invasive laboratory-based hematological analysis. Unlike delayed laboratory based measures of hemoglobin (HgB), SpHb monitors can provide real-time information about the HgB levels. Real-time SpHb measurements will offer healthcare providers with warnings and early detections of abnormal health status, e.g., hemorrhagic shock, anemia, and thus support therapeutic decision-making, as well as help save lives. However, the finger-worn CO-Oximeter sensors used in SpHb monitors often get detached or have to be removed, which causes missing data in the continuous SpHb measurements. Missing data among SpHb measurements reduce the trust in the accuracy of the device, influence the effectiveness of hemorrhage interventions and future HgB predictions. A model with imputation and prediction method is investigated to deal with missing values and improve prediction accuracy. The Gaussian process and functional regression methods are proposed to impute missing SpHb data and make predictions on laboratory-based HgB measurements. Within the proposed method, multiple choices of sub-models are considered. The proposed method shows a significant improvement in accuracy based on a real-data study. Proposed method shows superior performance with the real data, within the proposed framework, different choices of sub-models are discussed and the usage recommendation is provided accordingly. The modeling framework can be extended to other application scenarios with missing values.


Subject(s)
Hemoglobins , Oximetry , Hemoglobins/analysis , Hemorrhage , Humans , Monitoring, Physiologic/methods , Normal Distribution
5.
J Surg Res ; 256: 193-197, 2020 12.
Article in English | MEDLINE | ID: mdl-32711175

ABSTRACT

BACKGROUND: Water-soluble contrast agent (WSCA) administration is commonly used to evaluate adhesive small bowel obstruction (SBO) either via a challenge or follow-through study. This analysis aimed to determine optimal timing to first abdominal radiograph after WSCA administration. MATERIALS AND METHODS: A post hoc review of the Eastern Association for the Surgery of Trauma SBO database was used to compare data from two institutions using different methodologies, either the small bowel follow through method or the challenge method, from March 2015-January 2018. The primary outcome was timing of contrast into the colon. Outcomes were also analyzed. A multivariate regression analysis controlled for age, sex, body mass index, previous SBO admissions, and abdominal surgeries. RESULTS: A total of 236 patients met inclusion and exclusion criteria (A, 119; B, 117). There were minor demographic differences between cohorts and no significant differences between institutions regarding the confirmed presence of WSCA in the colon, rates of operative intervention, length of operation, hospital length of stay, or 30-d readmission rates.Institution A, where the challenge method was practiced, had 95 (80%) patients with contrast to colon overall; four of 95 (4%) patients had confirmed contrast to colon at or before 7 h, and 89 of 95 (94%) patients had confirmed contrast to colon between 7.1 and 10 h. Institution B, where the small bowel follow through method was practiced, had 94 (80%) patients with contrast to colon overall; 73 of 94 (78%) patients had confirmed contrast to colon at or before 7 h, and 15 of 94 (16%) patients had confirmed contrast to colon between 7.1 and 10 h. CONCLUSIONS: Either method is effective for evaluation of SBO. Adding a radiograph at 4 h is feasible, could promote earlier disposition, be conducted as part of an emergency department protocol, and possibly allow for the selection of patients who are candidates for outpatient treatment.


Subject(s)
Contrast Media/administration & dosage , Intestinal Obstruction/diagnosis , Intestine, Small/diagnostic imaging , Preoperative Care/methods , Tissue Adhesions/diagnosis , Aged , Aged, 80 and over , Clinical Decision-Making , Diatrizoate Meglumine/administration & dosage , Feasibility Studies , Female , Humans , Intestinal Obstruction/etiology , Intestinal Obstruction/surgery , Intestine, Small/surgery , Length of Stay , Male , Middle Aged , Patient Readmission/statistics & numerical data , Patient Selection , Radiography/methods , Time Factors , Tissue Adhesions/complications , Tissue Adhesions/surgery
6.
World J Surg ; 44(12): 3993-3998, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32737559

ABSTRACT

BACKGROUND: Comprehensive analysis of trauma care between high-, middle-, and low-income countries (HIC/MIC/LIC) is needed to improve global health. Comparison of HIC and MIC outcomes after damage control laparotomy (DCL) for patients is unknown. We evaluated DCL utilization among patients treated at high-volume trauma centers in the USA and South Africa, an MIC, hypothesizing similar mortality outcomes despite differences in resources and setting. METHODS: Post hoc analysis of prospectively collected trauma databases from participating centers was performed. Injury severity, physiologic, operative data and post-operative outcomes were abstracted. Univariate and multivariable analyses were performed to assess differences between HIC/MIC for the primary outcome of mortality. RESULTS: There were 967 HIC and 602 MIC patients who underwent laparotomy. DCL occurred in 144 MIC patients (25%) and 241 HIC (24%) patients. Most sustained (58%) penetrating trauma with higher rates in the MIC compared to the HIC (71 vs. 32%, p = 0.001). Between groups, no differences were found for admission physiology, coagulopathy, or markers of shock except for increased presence of hypotension among patients in the HIC. Crystalloid infusion volumes were greater among MIC patients, and MIC patients received fewer blood products than those in the HIC. Overall mortality was 30% with similar rates between groups (29 in HIC vs. 33% in MIC, p = 0.4). On regression, base excess and penetrating injury were independent predictors of mortality but not patient residential status. CONCLUSION: Use and survival of DCL for patients with severe abdominal trauma was similar between trauma centers in HIC and MIC settings despite increased penetrating trauma and less transfusion in the MIC center. While the results overall suggest no gap in care for patients requiring DCL in this MIC, it highlights improvements that can be made in damage control resuscitation.


Subject(s)
Abdominal Injuries/surgery , Hospitals, High-Volume/statistics & numerical data , Laparotomy/adverse effects , Laparotomy/statistics & numerical data , Abdominal Injuries/mortality , Adult , Female , Humans , Laparotomy/mortality , Male , Retrospective Studies , South Africa/epidemiology , Trauma Centers , Treatment Outcome
7.
World J Surg ; 44(5): 1485-1491, 2020 05.
Article in English | MEDLINE | ID: mdl-31933042

ABSTRACT

INTRODUCTION: We aimed to expand on the global surgical discussion around splenic trauma in order to understand locally and clinically relevant factors for operative (OP) and non-operative management (NOM) of splenic trauma in a South African setting. METHODS: A retrospective cohort study was performed using 2013-2017 data from the Pietermaritzburg Metropolitan Trauma Service. All adult patients (≥15 years) were included. Those managed with OP or NOM for splenic trauma were identified and analyzed descriptively. Multiple logistic regression analysis identified patients and clinical factors associated with management type. RESULTS: There were 127 patients with splenic injury. Median age was 29 [19-35] years with 42 (33%) women and 85 (67%) men. Blunt injuries occurred in the majority (81, 64%). Organ Injury Scale (OIS) grades included I (25, 20%), II (43, 34%), III (36, 28%), IV (15, 11%), and V (8, 6%). Nine patients expired. On univariate analysis, increasing OIS was associated with OP management, need for intensive care unit (ICU) admission, and hospital and ICU duration of stay, but not mortality. In patients with a delayed compared to early presentation, ICU utilization (62% vs. 36%, p = 0.008) and mortality (14% vs. 4%, p = 0.03) were increased. After adjusting for age, sex, presence of shock, and splenic OIS, penetrating trauma (adjusted odds ratio, 5.7; 95%CI, 1.7-9.8) and admission lactate concentration (adjusted odds ratio, 1.4; 95%CI 1.1-1.9) were significantly associated with OP compared to NOM (p = 0.002; area under the curve 0.81). CONCLUSIONS: We have identified injury mechanism and admission lactate as factors predictive of OP in South African patients with splenic trauma. Timely presentation to definitive care affects both ICU duration of stay and mortality outcomes. Future global surgical efforts may focus on expanding non-operative management protocols and improving pre-hospital care in patients with splenic trauma.


Subject(s)
Abdominal Injuries/therapy , Clinical Decision Rules , Clinical Decision-Making/methods , Conservative Treatment , Spleen/injuries , Abdominal Injuries/diagnosis , Abdominal Injuries/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Male , Middle Aged , Retrospective Studies , South Africa , Splenectomy , Treatment Outcome , Young Adult
8.
World J Surg ; 44(8): 2518-2525, 2020 08.
Article in English | MEDLINE | ID: mdl-32314007

ABSTRACT

BACKGROUND: The pediatric resuscitation and trauma outcome (PRESTO) model was developed to aid comparisons of risk-adjusted mortality after injury in low- and middle-income countries (LMICs). We sought to validate PRESTO using data from a middle-income country (MIC) trauma registry and compare its performance to the Pediatric Trauma Score (PTS), Revised Trauma Score, and pediatric age-adjusted shock index (SIPA). METHODS: We included children (age < 15 years) admitted to a single trauma center in South Africa from December 2012 to January 2019. We excluded patients missing variables necessary for the PRESTO model-age, systolic blood pressure, pulse, oxygen saturation, neurologic status, and airway support. Trauma scores were assigned retrospectively. PRESTO's previously high-income country (HIC)-validated optimal threshold was compared to MIC-validated threshold using area under the receiver operating characteristic curves (AUROC). Prediction of in-hospital death using trauma scoring systems was compared using ROC analysis. RESULTS: Of 1160 injured children, 988 (85%) had complete data for calculation of PRESTO. Median age was 7 (IQR: 4, 11), and 67% were male. Mortality was 2% (n = 23). Mean predicted mortality was 0.5% (range 0-25.7%, AUROC 0.93). Using the HIC-validated threshold, PRESTO had a sensitivity of 26.1% and a specificity of 99.7%. The MIC threshold showed a sensitivity of 82.6% and specificity of 89.4%. The MIC threshold yielded superior discrimination (AUROC 0.86 [CI 0.78, 0.94]) compared to the previously established HIC threshold (0.63 [CI 0.54, 0.72], p < 0.0001). PRESTO showed superior prediction of in-hospital death compared to PTS and SIPA (all p < 0.01). CONCLUSION: PRESTO can be applied in MIC settings and discriminates between children at risk for in-hospital death following trauma. Further research should clarify optimal decision thresholds for quality improvement and benchmarking in LMIC settings.


Subject(s)
Emergency Medicine/standards , Resuscitation/standards , Trauma Centers/standards , Wounds and Injuries/therapy , Adolescent , Algorithms , Area Under Curve , Blood Pressure , Child , Child, Preschool , Female , Heart Rate , Hospital Mortality , Hospitalization , Humans , Income , Infant , Infant, Newborn , Male , Quality Improvement , ROC Curve , Registries , Retrospective Studies , Severity of Illness Index , Shock/therapy , South Africa
9.
Pediatr Emerg Care ; 36(12): e709-e714, 2020 Dec.
Article in English | MEDLINE | ID: mdl-29698341

ABSTRACT

OBJECTIVES: Helicopter air ambulance (HAA) of pediatric trauma patients is a life-saving intervention. Triage remains a challenge for both scene transport and interhospital transfer of injured children. We aimed to understand whether overtriage or undertriage was a feature of scene or interhospital transfer and how in or out of state transfers affected these rates. METHODS: Children (<18 years) who underwent trauma activation at a level I trauma center between 2011 and 2013 were identified and reviewed. Patients transported by HAA were compared with those transported by ground ambulance (GA). RESULTS: Of 399 pediatric patients (median age, 10.4 years; range, 0.1-17 years; 264 male [66%]), 71 (18%) were transported by HAA. Seventy-two percent of HAA patients went to the intensive care unit or the operating room from the trauma bay or suffered in-hospital mortality (vs 42% GA, P < 0.001). More patients were overtriaged (HAA with injury severity score [ISS] of <15) from interhospital transfers than from the scene (25% vs 3%, P = 0.002). Undertriage (GA with ISS >15) was acceptable at 5% from the scene and 14% from interhospital transfers (P = 0.08). Overtriage of patients with ISS less than 15 to HAA was significantly lower from in-state hospitals (22%) than out-of-state hospitals (45%) (P = 0.02). Undertriage of patients with ISS greater than 15 to GA was also lower from in-state hospitals (20%) versus out-of-state hospitals (38%) (P = 0.03). CONCLUSIONS: Triage of pediatric trauma patients to HAA remains difficult. There remains potential for improvement, particularly as regards interhospital HAA overtriage, but well developed transfer protocols (such in-state protocols) may help.


Subject(s)
Patient Discharge , Trauma Centers , Triage , Wounds and Injuries , Adolescent , Aircraft , Child , Child, Preschool , Female , Hospitals , Humans , Infant , Injury Severity Score , Male , Retrospective Studies
10.
JAMA ; 324(10): 961-974, 2020 09 08.
Article in English | MEDLINE | ID: mdl-32897344

ABSTRACT

Importance: Traumatic brain injury (TBI) is the leading cause of death and disability due to trauma. Early administration of tranexamic acid may benefit patients with TBI. Objective: To determine whether tranexamic acid treatment initiated in the out-of-hospital setting within 2 hours of injury improves neurologic outcome in patients with moderate or severe TBI. Design, Setting, and Participants: Multicenter, double-blinded, randomized clinical trial at 20 trauma centers and 39 emergency medical services agencies in the US and Canada from May 2015 to November 2017. Eligible participants (N = 1280) included out-of-hospital patients with TBI aged 15 years or older with Glasgow Coma Scale score of 12 or less and systolic blood pressure of 90 mm Hg or higher. Interventions: Three interventions were evaluated, with treatment initiated within 2 hours of TBI: out-of-hospital tranexamic acid (1 g) bolus and in-hospital tranexamic acid (1 g) 8-hour infusion (bolus maintenance group; n = 312), out-of-hospital tranexamic acid (2 g) bolus and in-hospital placebo 8-hour infusion (bolus only group; n = 345), and out-of-hospital placebo bolus and in-hospital placebo 8-hour infusion (placebo group; n = 309). Main Outcomes and Measures: The primary outcome was favorable neurologic function at 6 months (Glasgow Outcome Scale-Extended score >4 [moderate disability or good recovery]) in the combined tranexamic acid group vs the placebo group. Asymmetric significance thresholds were set at 0.1 for benefit and 0.025 for harm. There were 18 secondary end points, of which 5 are reported in this article: 28-day mortality, 6-month Disability Rating Scale score (range, 0 [no disability] to 30 [death]), progression of intracranial hemorrhage, incidence of seizures, and incidence of thromboembolic events. Results: Among 1063 participants, a study drug was not administered to 96 randomized participants and 1 participant was excluded, resulting in 966 participants in the analysis population (mean age, 42 years; 255 [74%] male participants; mean Glasgow Coma Scale score, 8). Of these participants, 819 (84.8%) were available for primary outcome analysis at 6-month follow-up. The primary outcome occurred in 65% of patients in the tranexamic acid groups vs 62% in the placebo group (difference, 3.5%; [90% 1-sided confidence limit for benefit, -0.9%]; P = .16; [97.5% 1-sided confidence limit for harm, 10.2%]; P = .84). There was no statistically significant difference in 28-day mortality between the tranexamic acid groups vs the placebo group (14% vs 17%; difference, -2.9% [95% CI, -7.9% to 2.1%]; P = .26), 6-month Disability Rating Scale score (6.8 vs 7.6; difference, -0.9 [95% CI, -2.5 to 0.7]; P = .29), or progression of intracranial hemorrhage (16% vs 20%; difference, -5.4% [95% CI, -12.8% to 2.1%]; P = .16). Conclusions and Relevance: Among patients with moderate to severe TBI, out-of-hospital tranexamic acid administration within 2 hours of injury compared with placebo did not significantly improve 6-month neurologic outcome as measured by the Glasgow Outcome Scale-Extended. Trial Registration: ClinicalTrials.gov Identifier: NCT01990768.


Subject(s)
Antifibrinolytic Agents/administration & dosage , Brain Injuries, Traumatic/drug therapy , Tranexamic Acid/administration & dosage , Adult , Antifibrinolytic Agents/adverse effects , Brain Diseases/etiology , Brain Injuries, Traumatic/complications , Brain Injuries, Traumatic/mortality , Double-Blind Method , Emergency Medical Services , Female , Follow-Up Studies , Glasgow Coma Scale , Humans , Infusions, Intravenous , Male , Middle Aged , Neuropsychological Tests , Patient Acuity , Survival Analysis , Time-to-Treatment , Tranexamic Acid/adverse effects
11.
J Surg Res ; 233: 408-412, 2019 01.
Article in English | MEDLINE | ID: mdl-30502278

ABSTRACT

BACKGROUND: Gastrografin (GG)-based nonoperative approach is both diagnostic and therapeutic for partial small bowel obstruction (SBO). Absence of X-ray evidence of GG in the colon after 8 h is predictive of the need for operation, and a recent trial used 48 h to prompt operation. We hypothesize that a significant number of patients receiving the GG challenge require >48 h before an effect is seen. METHODS: A post hoc analysis of an Eastern Association for the Surgery of Trauma multi-institutional SBO database was performed including only those receiving GG challenge. Successful nonoperative management (NOM) was defined as passage of flatus or nasogastric tube (NGT) removal. NOM was considered a failure if operative intervention was required. Multiple logistic regression was performed to identify predictors of delayed (>48 h) GG challenge effect and expressed as odds ratios with 95% confidence intervals. RESULTS: Of 286 patients receiving GG, 208 patients (73%) were successfully managed nonoperatively. A total of 60 (29%) NOM patients had NGT decompression for >48 h (n = 54) or required >48 h to pass flatus (n = 34), with some requiring both (n = 28). Prior abdominal operations and SBO admission were protective of delayed GG effect (0.411 [0.169-1.00], P < 0.05; 0.478 [0.240-0.952], P < 0.036). CONCLUSIONS: A significant proportion of patients at 48 h (29%) "failed" the GG challenge as they had yet to pass flatus or still required NGT but were nonetheless successfully managed nonoperatively. Extending the GG challenge beyond 48 h may help avoid unnecessary operations. LEVEL OF EVIDENCE: Level II.


Subject(s)
Conservative Treatment/methods , Contrast Media/administration & dosage , Diatrizoate Meglumine/administration & dosage , Intestinal Obstruction/therapy , Aged , Aged, 80 and over , Datasets as Topic , Female , Humans , Intestinal Obstruction/diagnostic imaging , Intestine, Small/diagnostic imaging , Intubation, Gastrointestinal , Length of Stay/statistics & numerical data , Male , Middle Aged , Multicenter Studies as Topic , Retrospective Studies , Time Factors , Tissue Adhesions/diagnostic imaging , Tissue Adhesions/therapy , Treatment Outcome
12.
World J Surg ; 43(7): 1636-1643, 2019 07.
Article in English | MEDLINE | ID: mdl-30783764

ABSTRACT

BACKGROUND: Snake envenomation is associated with major morbidity especially in low- and middle-income countries and may require fasciotomy. We determined patient factors associated with the need for fasciotomy after venomous snake bites in children located in KwaZulu-Natal, South Africa. METHODS: Single institutional review of historical data (2012-2017) for children (<18 years) sustaining snake envenomation was performed. Clinical data, management, and outcomes were abstracted. Syndromes after snake bite were classified according to Blaylock nomenclature: progressive painful swelling (PPS), progressive weakness (PW), or bleeding (B), as it is difficult to reliably identify the species of snake after a bite. Comparative and multivariable analyses to determine factors associated with fasciotomy were performed. RESULTS: There were 72 children; mean age was 7 (±3) years, 59% male. Feet were most commonly affected (n = 27, 38%) followed by legs (n = 18, 25%). Syndromes (according to Blaylock) included PPS (n = 63, 88%), PW (n = 5, 7%), and B (n = 4, 5%). Eighteen patients underwent fasciotomy, and one required above knee amputation. Nine patients received anti-venom. Few patients (15%) received prophylactic beta-lactam antibiotics. Hemoglobin < 11 mg/dL, leukocytosis, INR >1.2, and age-adjusted shock index were associated with fasciotomy. On regression, age-adjusted shock index and hemoglobin concentration < 11 mg/dL, presentation >24 h after snake bite, and INR >1.2 were independently associated with fasciotomy. Model sensitivity was 0.89 and demonstrated good fit. CONCLUSIONS: Patient factors were associated with the fasciotomy. These factors, coupled with clinical examination, may identify those who need early operative intervention. Improving time to treatment and the appropriate administration of anti-venom will minimize the need for surgery. LEVEL OF EVIDENCE: III.


Subject(s)
Developing Countries , Edema/etiology , Fasciotomy , Snake Bites/surgery , Antivenins/therapeutic use , Child , Child, Preschool , Female , Hemoglobins/metabolism , Humans , International Normalized Ratio , Leukocytosis/etiology , Male , Muscle Weakness/etiology , Pain/etiology , Patient Selection , Risk Factors , Snake Bites/blood , Snake Bites/complications , South Africa , Time-to-Treatment
13.
World J Surg ; 43(12): 3027-3034, 2019 12.
Article in English | MEDLINE | ID: mdl-31555867

ABSTRACT

BACKGROUND: Adhesive small bowel obstruction (ASBO) severity has been associated with important clinical outcomes. However, the impact of ASBO severity on hospitalization cost is unknown. The American Association for the Surgery of Trauma (AAST) developed an Emergency General Surgery (EGS) disease severity grading system for ASBO. We stratified patients' ASBO severity and captured hospitalization costs hypothesizing that increased disease severity would correlate with greater costs. METHODS: This was a single-center study of hospitalized adult patients with SBO during 2015-2017. Clinical data and estimated total cost (direct + indirect) were abstracted. AAST EGS grades (I-IV) stratified disease severity. Costs were normalized to the median grade I cost. Univariate and multivariate analyses evaluated the relationship between normalized cost and AAST EGS grade, length of hospital and ICU stay, operative time, and Charlson comorbidity index. RESULTS: There were 214 patients; 119 (56%) were female. AAST EGS grades included: I (62%, n = 132), II (23%, n = 49), III (7%, n = 16), and IV (8%, n = 17). Relative to grade I, median normalized cost increased by 1.4-fold for grade II, 1.6-fold for grade III, and 4.3-fold for grade IV disease. No considerable differences in patient comorbidity between grades were observed. Pair-wise comparisons demonstrated that grade I disease cost less than higher grades (corrected p < 0.001). Non-operative management was associated with lower normalized cost compared to operative management (1.1 vs. 4.5, p < 0.0001). In patients who failed non-operative management, normalized cost was increased 7.2-fold. Collectively, the AAST EGS grade correlated well with cost (Spearman's p = 0.7, p < 0.0001). After adjustment for covariates, AAST EGS grade maintained a persistent relationship with cost. CONCLUSION: Increasing ASBO severity is independently associated with greater costs. Efforts to identify and mitigate costs associated with this burdensome disease are warranted. LEVEL OF EVIDENCE: III, economic/decision.


Subject(s)
Hospital Costs/statistics & numerical data , Intestinal Obstruction/economics , Intestine, Small/surgery , Tissue Adhesions/economics , Aged , Emergencies , Emergency Service, Hospital , Female , Hospitalization/economics , Humans , Intestinal Obstruction/therapy , Length of Stay/statistics & numerical data , Male , Middle Aged , Retrospective Studies , Severity of Illness Index , Tissue Adhesions/therapy , United States
14.
Anesth Analg ; 129(3): 819-829, 2019 09.
Article in English | MEDLINE | ID: mdl-31425225

ABSTRACT

BACKGROUND: Intraoperative red blood cell (RBC) transfusion is common, yet transfusion strategies remain controversial as pretransfusion hemoglobin triggers are difficult to utilize during acute bleeding. Alternatively, postoperative hemoglobin values may provide useful information regarding transfusion practices, though optimal targets remain undefined. METHODS: This is a single-center observational cohort study of adults receiving allogeneic RBCs during noncardiac surgery from 2010 through 2014. Multivariable regression analyses adjusting for patient illness, laboratory derangements, and surgical features were used to assess relationships between initial postoperative hemoglobin values and a primary outcome of hospital-free days. RESULTS: A total of 8060 patients were included. Those with initial postoperative hemoglobin <7.5 or ≥11.5 g/dL had decreased hospital-free days [mean (95% confidence interval [CI]), -1.45 (-2.50 to -0.41) and -0.83 (-1.42 to -0.24), respectively] compared to a reference range of 9.5-10.4 g/dL (overall P value .003). For those with hemoglobin <7.5 g/dL, the odds (95% CI) for secondary outcomes included acute kidney injury (AKI) 1.43 (1.03-1.99), mortality 2.10 (1.18-3.74), and cerebral ischemia 3.12 (1.08-9.01). The odds for postoperative mechanical ventilation with hemoglobin ≥11.5 g/dL were 1.33 (1.07-1.65). Secondary outcome associations were not significant after multiple comparisons adjustment (Bonferroni P < .0056). CONCLUSIONS: In transfused patients, postoperative hemoglobin values between 7.5 and 11.5 g/dL were associated with superior outcomes compared to more extreme values. This range may represent a target for intraoperative transfusions, particularly during active bleeding when pretransfusion hemoglobin thresholds may be impractical or inaccurate. Given similar outcomes within this range, targeting hemoglobin at the lower aspect may be preferable, though prospective validation is warranted.


Subject(s)
Erythrocyte Transfusion/trends , Hemoglobins/metabolism , Length of Stay/trends , Postoperative Care/trends , Postoperative Complications/blood , Postoperative Complications/therapy , Aged , Cohort Studies , Erythrocyte Transfusion/methods , Female , Humans , Male , Middle Aged , Postoperative Care/methods , Postoperative Complications/diagnosis , Retrospective Studies , Treatment Outcome
15.
Am J Emerg Med ; 37(4): 627-631, 2019 04.
Article in English | MEDLINE | ID: mdl-30914132

ABSTRACT

INTRODUCTION: Refrigerators and freezers (R/F) are a common household item and injury patterns associated with these appliances are not well characterized. We aimed to characterize the injury patterns, mechanisms, and affected body parts in patients treated in the emergency departments nationally, hypothesizing that injury patterns would differ by age group. METHODS: A retrospective review of the National Electronic Injury Surveillance System for all patients injured using R/F during 2010-2016 was performed. Patient narrative was reviewed for injury mechanism. Comparative and multivariable analyses were performed with effects reported as odds ratios with 95% confidence intervals (CI). RESULTS: During the study period (January 1, 2010-December 31, 2016) there were 6913 R/F related injuries. The study cohort was predominantly male 3734 (55%) and the median [IQR] age was 38 [22-56] years. The annual frequency of R/F related injuries was stable between years. The most common injury mechanism was falling while using R/F (31%) followed up injuries sustained while moving the appliance (25%). Teenaged patients more frequently struck the appliance compared to adults (39% vs 14%, p < 0.001). On regression, pediatric and elderly patients, mechanical fall mechanism, and cranial injury were risk factors independently associated with the need for hospitalization. CONCLUSIONS: Falls in proximity to R/F were the most common injuries sustained and teenagers were more likely to strike/punch the appliance. Injury prevention efforts should support ongoing efforts of fall risk reduction for elderly populations. LEVEL OF EVIDENCE: IV. STUDY TYPE: Retrospective.


Subject(s)
Accidental Falls/statistics & numerical data , Accidents, Home/statistics & numerical data , Refrigeration , Wounds and Injuries/epidemiology , Wounds and Injuries/etiology , Adolescent , Adult , Age Distribution , Aged , Aged, 80 and over , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Female , Hospitalization , Humans , Infant , Infant, Newborn , Logistic Models , Male , Middle Aged , Multivariate Analysis , Retrospective Studies , Risk Factors , United States/epidemiology , Young Adult
16.
Pediatr Surg Int ; 35(5): 575-582, 2019 May.
Article in English | MEDLINE | ID: mdl-30712082

ABSTRACT

PURPOSE: In children who have undergone splenectomy, there may be impaired immunologic function and an increased risk of infection. We aimed to define the long-term rate of and risk factors for post-splenectomy infection using a population-based cohort study. METHODS: All children (< 18 years) who underwent splenectomy from 1966 to 2011 in Olmsted County, MN were identified using the Rochester Epidemiology Project (REP). Descriptive statistics, Kaplan-Meier estimates, and Cox Proportional hazard ratios were performed to evaluate for risk factors associated with developing infection. RESULTS: Ninety patients underwent splenectomy and 46% were female. Indications included trauma (42%), benign hematologic disease (33%), malignancy (13%), and other (11%). Most were performed open. Vaccination was completed in (72%) for pneumococcal, H. influenza, and meningococcal vectors. Nineteen patients developed infection, and associated factors included non-traumatic, non-malignant disease [HR 4.83 (1.18-19.85)], and performance of multiple surgical procedures [HR 2.80 (1.09-7.21)]. Estimated survival free of infection rates at 15 and 20 years following surgery was both 97%. CONCLUSIONS: After splenectomy in children, most patients do not develop infection. Nearly three-quarters of patients were vaccinated with the lowest rates in patients that underwent a splenectomy for trauma. In patients who received multiple procedures during a splenectomy, the infection risk was higher.


Subject(s)
Infections/epidemiology , Postoperative Complications/epidemiology , Splenectomy/adverse effects , Adolescent , Child , Cohort Studies , Female , Humans , Kaplan-Meier Estimate , Male , Minnesota/epidemiology , Retrospective Studies , Risk Factors , Vaccination/statistics & numerical data
17.
Pediatr Surg Int ; 35(6): 699-708, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30790034

ABSTRACT

PURPOSE: There is a lack of data-driven, risk-adjusted mortality estimates for injured children outside of high-income countries (HIC). To inform injury prevention and quality improvement efforts, an upper middle-income country (UMIC) pediatric trauma registry was compared to that of a HIC. METHODS: Clinical data, injury details, and mortality of injured children (< 18 years) hospitalized in two centers (USA and South African (SA)) from 2013 to 2017 were abstracted. Univariate and multivariable analyses evaluated risk of mortality and were expressed as odds ratios (OR) with 95% confidence intervals (CI). RESULTS: Of 2089 patients, SA patients had prolonged transfer times (21.1 vs 3.4 h) and were more likely referred (78.2% vs 53.9%; both p < 0.001). Penetrating injuries were more frequent in SA (23.2% vs 7.4%, p < 0.001); injury severity (9 vs 4) and shock index (0.90 vs 0.80) were greater (both p < 0.001). SA utilized cross-sectional imaging more frequently (66.4% vs 37.3%, p < 0.001). In-hospital mortality was similar (1.9% SA, 1.3% USA, p = 0.31). Upon multivariable analysis, ISS > 25 [210.50 (66.0-671.0)] and penetrating injury [5.5 (1.3-23.3)] were associated with mortality, while institution [1.7 (0.7-4.2)] was not. CONCLUSIONS: Despite transfer time, the centers demonstrated comparable survival rates. Comparison of registry data can alert clinicians to problematic practice patterns, assisting initiatives to improve trauma systems.


Subject(s)
Wounds and Injuries/epidemiology , Adolescent , Child , Child, Preschool , Female , Hospital Mortality , Humans , Injury Severity Score , Male , Minnesota/epidemiology , Patient Transfer/statistics & numerical data , Referral and Consultation/statistics & numerical data , Registries , Shock/epidemiology , South Africa/epidemiology
18.
J Pediatr ; 192: 229-233, 2018 01.
Article in English | MEDLINE | ID: mdl-29106922

ABSTRACT

OBJECTIVE: To assess whether the American Association for the Surgery of Trauma (AAST) grading system accurately corresponds with appendicitis outcomes in a US pediatric population. STUDY DESIGN: This single-institution retrospective review included patients <18 years of age (n = 331) who underwent appendectomy for acute appendicitis from 2008 to 2012. Demographic, clinical, procedural, and follow-up data (primary outcome was measured as Clavien-Dindo grade of complication severity) were abstracted. AAST grades were generated based on intraoperative findings. Summary, univariate, and multivariable regression analyses were performed to compare AAST grade and outcomes. RESULTS: Overall, 331 patients (46% female) were identified with a median age of 12 (IQR, 8-15) years. Appendectomy was laparoscopic in 90% and open in 10%. AAST grades included: Normal (n = 13, 4%), I (n = 152, 46%), II (n = 90, 27%), III (n = 43, 13%), IV (n = 24 7.3%), and V (n = 9 2.7%). Increased AAST grade was associated with increased Clavien-Dindo severity, P =.001. The overall complication rate was 13.6% and was comprised by superficial surgical site infection (n = 13, 3.9%), organ space infection (n = 15, 4.5%), and readmission (n = 17, 5.1%). Median duration of stay increased with AAST grade (P < .0001). Nominal logistic regression identified the following as predictors of any complication (P < .05): AAST grade and febrile temperature at admission. CONCLUSIONS: The AAST appendicitis grading system is valid in a single-institution pediatric population. Increasing AAST grade incrementally corresponds with patient outcomes including increased risk of complications and severity of complications. Determination of the generalizability of this grading system is required.


Subject(s)
Appendicitis/diagnosis , Severity of Illness Index , Acute Disease , Adolescent , Appendectomy , Appendicitis/pathology , Appendicitis/surgery , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Infant , Male , Multivariate Analysis , Retrospective Studies , Societies, Medical , Treatment Outcome , United States
19.
Ann Surg Oncol ; 25(10): 2939-2947, 2018 Oct.
Article in English | MEDLINE | ID: mdl-29956091

ABSTRACT

BACKGROUND: Approximately 15% of general surgeons practicing in the United States face a medical malpractice lawsuit each year. This study aimed to determine the reasons for litigation for breast cancer care during the past 17 years by reviewing a public legal database. METHODS: The LexisNexis legal database was queried using a comprehensive list of terms related to breast cancer, identifying all cases from 2000 to 2017. Data were abstracted, and descriptive analyses were performed. RESULTS: The study identified 264 cases of litigation pertaining to breast cancer care. Delay in breast cancer diagnosis was the most common reason for litigation (n = 156, 59.1%), followed by improperly performed procedures (n = 26, 9.8%). The medical specialties most frequently named in lawsuits as primary defendants were radiology (n = 76, 28.8%), general surgery (n = 74, 28%), and primary care (n = 52, 19.7%). The verdict favored the defendant in 145 cases (54.9%) and the plantiff in 60 cases (22.7%). In 59 cases (22.3%), a settlement was reached out of court. The median plaintiff verdict payouts ($1,485,000) were greater than the settlement payouts ($862,500) (p = 0.04). CONCLUSION: Failure to diagnose breast cancer in a timely manner was the most common reason for litigation related to breast cancer care in the United States. General surgery was the second most common specialty named in the malpractice cases studied. Most cases were decided in favor of the defendant, but when the plaintiff received a payout, the amount often was substantial. Identifying the most common reasons for litigation may help decrease this rate and improve the patient experience.


Subject(s)
Breast Neoplasms/surgery , Delayed Diagnosis/legislation & jurisprudence , Malpractice/history , Malpractice/legislation & jurisprudence , Surgeons/legislation & jurisprudence , Breast Neoplasms/pathology , Databases, Factual , Female , History, 21st Century , Humans , Informed Consent , Middle Aged , Retrospective Studies , United States
20.
J Surg Res ; 228: 263-270, 2018 08.
Article in English | MEDLINE | ID: mdl-29907220

ABSTRACT

BACKGROUND: The American Association for the Surgery of Trauma (AAST) developed emergency general surgery (EGS) grading systems for multiple diseases to standardize classification of disease severity. The grading system for breast infections has not been validated. We aimed to validate the AAST breast infection grading system. METHODS: Multi-institutional retrospective review of all adult patients with a breast infection diagnosis at Mayo Clinic Rochester 1/2015-10/2015 and Pietermaritzburg South African Hospital 1/2010-4/2016 was performed. AAST EGS grades were assigned by two independent reviewers. Inter-rater reliability was measured using the agreement statistic (kappa). Final AAST grade was correlated with patient and treatment factors using Pearson's correlation coefficient. RESULTS: Two hundred twenty-five patients were identified: grade I (n = 152, 67.6%), II (n = 44, 19.6%), III (n = 25, 11.1%), IV (n = 0, 0.0%), and V (n = 4, 1.8%). At Mayo Clinic Rochester, AAST grades ranged from I-III. The kappa was 1.0, demonstrating 100% agreement between reviewers. Within the South African patients, grades included II, III, and V, with a kappa of 0.34, due to issues of the grading system application to this patient population. Treatment received correlated with AAST grade; less severe breast infections (grade I-II) received more oral antibiotics (correlation [-0.23, P = 0.0004]), however, higher AAST grades (III) received more intravenous antibiotics (correlation 0.29, P <0.0001). CONCLUSIONS: The AAST EGS breast infection grading system demonstrates reliability and ease for disease classification, and correlates with required treatment, in patients presenting with low-to-moderate severity infections at an academic medical center; however, it needs further refinement before being applicable to patients with more severe disease presenting for treatment in low-/middle-income countries.


Subject(s)
Breast Diseases/diagnosis , Infections/diagnosis , Severity of Illness Index , Societies, Medical/standards , Adolescent , Adult , Aged , Anti-Bacterial Agents/therapeutic use , Breast/microbiology , Breast Diseases/drug therapy , Breast Diseases/microbiology , Female , Humans , Infections/drug therapy , Infections/microbiology , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Retrospective Studies , South Africa , Young Adult
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