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1.
JAMA Surg ; 158(11): 1126-1132, 2023 Nov 01.
Article in English | MEDLINE | ID: mdl-37703025

ABSTRACT

Importance: There is variability in practice and imaging usage to diagnose cervical spine injury (CSI) following blunt trauma in pediatric patients. Objective: To develop a prediction model to guide imaging usage and to identify trends in imaging and to evaluate the PEDSPINE model. Design, Setting, and Participants: This cohort study included pediatric patients (<3 years years) following blunt trauma between January 2007 and July 2017. Of 22 centers in PEDSPINE, 15 centers, comprising level 1 and 2 stand-alone pediatric hospitals, level 1 and 2 pediatric hospitals within an adult hospital, and level 1 adult hospitals, were included. Patients who died prior to obtaining cervical spine imaging were excluded. Descriptive analysis was performed to describe the population, use of imaging, and injury patterns. PEDSPINE model validation was performed. A new algorithm was derived using clinical criteria and formulation of a multiclass classification problem. Analysis took place from January to October 2022. Exposure: Blunt trauma. Main Outcomes and Measures: Primary outcome was CSI. The primary and secondary objectives were predetermined. Results: The current study, PEDSPINE II, included 9389 patients, of which 128 (1.36%) had CSI, twice the rate in PEDSPINE (0.66%). The mean (SD) age was 1.3 (0.9) years; and 70 patients (54.7%) were male. Overall, 7113 children (80%) underwent cervical spine imaging, compared with 7882 (63%) in PEDSPINE. Several candidate models were fitted for the multiclass classification problem. After comparative analysis, the multinomial regression model was chosen with one-vs-rest area under the curve (AUC) of 0.903 (95% CI, 0.836-0.943) and was able to discriminate between bony and ligamentous injury. PEDSPINE and PEDSPINE II models' ability to identify CSI were compared. In predicting the presence of any injury, PEDSPINE II obtained a one-vs-rest AUC of 0.885 (95% CI, 0.804-0.934), outperforming the PEDSPINE score (AUC, 0.845; 95% CI, 0.769-0.915). Conclusion and Relevance: This study found wide clinical variability in the evaluation of pediatric trauma patients with increased use of cervical spine imaging. This has implications of increased cost, increased radiation exposure, and a potential for overdiagnosis. This prediction tool could help to decrease the use of imaging, aid in clinical decision-making, and decrease hospital resource use and cost.


Subject(s)
Spinal Injuries , Wounds, Nonpenetrating , Adult , Child , Humans , Male , Infant , Female , Cohort Studies , Spinal Injuries/diagnostic imaging , Spinal Injuries/etiology , Wounds, Nonpenetrating/diagnostic imaging , Wounds, Nonpenetrating/complications , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/injuries , Tomography, X-Ray Computed , Retrospective Studies , Trauma Centers
2.
Pediatr Surg Int ; 38(4): 589-597, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35124723

ABSTRACT

BACKGROUND: Pediatric trauma patients sustaining blunt abdominal trauma (BAT) with intra-abdominal injury (IAI) are frequently admitted to the intensive care unit (ICU). This study was performed to identify predictors for ICU admission following BAT. METHODS: Prospective study of children (< 16 years) who presented to 14 Level-One Pediatric Trauma Centers following BAT over a 1-year period. Patients were categorized as ICU or non-ICU patients. Data collected included vitals, physical exam findings, laboratory results, imaging, and traumatic injuries. A multivariable hierarchical logistic regression model was used to identify predictors of ICU admission. Predictive ability of the model was assessed via tenfold cross-validated area under the receiver operating characteristic curves (cvAUC). RESULTS: Included were 2,182 children with 21% (n = 463) admitted to the ICU. On univariate analysis, ICU patients were associated with abnormal age-adjusted shock index, increased injury severity scores (ISS), lower Glasgow coma scores (GCS), traumatic brain injury (TBI), and severe solid organ injury (SOI). With multivariable logistic regression, factors associated with ICU admission were severe trauma (ISS > 15), anemia (hematocrit < 30), severe TBI (GCS < 8), cervical spine injury, skull fracture, and severe solid organ injury. The cvAUC for the multivariable model was 0.91 (95% CI 0.88-0.92). CONCLUSION: Severe solid organ injury and traumatic brain injury, in association with multisystem trauma, appear to drive ICU admission in pediatric patients with BAT. These results may inform the design of a trauma bay prediction rule to assist in optimizing ICU resource utilization after BAT. STUDY DESIGN: Prognosis study.


Subject(s)
Abdominal Injuries , Wounds, Nonpenetrating , Abdominal Injuries/diagnosis , Abdominal Injuries/epidemiology , Abdominal Injuries/therapy , Child , Humans , Injury Severity Score , Intensive Care Units , Prospective Studies , Retrospective Studies , Trauma Centers , Wounds, Nonpenetrating/diagnosis , Wounds, Nonpenetrating/epidemiology , Wounds, Nonpenetrating/therapy
4.
Pediatr Neurosurg ; 54(1): 21-27, 2019.
Article in English | MEDLINE | ID: mdl-30673671

ABSTRACT

BACKGROUND: The purpose of this study was to determine if a pediatric neurosurgical consultation for isolated linear skull fractures (ILSF) in pediatric patients with Glasgow Coma Scale (GCS) scores of ≥14 changed their management. METHODS: A 10-year retrospective chart review at a Level 1 Pediatric Trauma Center was performed. Exclusion criteria were age > 18 years, open, depressed, or skull base fractures, pneumocephalus, poly-trauma, any hemorrhage (intraparenchymal, epidural, subdural, subarachnoid), cervical spine fractures, penetrating head trauma, and initial GCS scores ≤13. Primary outcomes were neurosurgery recommendations to change acuity of care, obtain additional imaging studies, and perform invasive procedures. Secondary outcomes were patient demographics, injury type, transfer status, admitting service, length of hospital stay, consult location, and clinical course. RESULTS: There were 127 cases of ILSF meeting study criteria with an average age of 2.36 years. Unilateral parietal bone fracture was the most common injury (46.5%). Falls were the most common mechanism (81.1%). All patients received pediatric neurosurgical consultations within 24 h of hospital arrival. There were no neurosurgical recommendations to obtain additional imaging studies, change acuity of care, or perform invasive procedures. CONCLUSIONS: Routine neurosurgical consultation in children with ILSF and GCS 14-15 does not appear to alter clinical management.


Subject(s)
Disease Management , Neurosurgical Procedures/standards , Referral and Consultation/standards , Skull Fractures/surgery , Child , Child, Preschool , Female , Humans , Infant , Male , Neurosurgical Procedures/methods , Retrospective Studies , Skull Fractures/diagnosis
5.
Pediatr Surg Int ; 35(4): 479-485, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30426222

ABSTRACT

PURPOSE: To describe the practice pattern for routine laboratory and imaging assessment of children following blunt abdominal trauma (BAT). METHODS: Children (age < 16 years) presenting to 14 pediatric trauma centers following BAT over a 1-year period were prospectively identified. Injury, demographic, routine laboratory and imaging utilization data were collected. Descriptive, comparative, and correlation analysis was performed. RESULTS: 2188 children with a median age of 8 (4,12) years were included and the median injury severity score was 5 (1,10). There were significant differences in activation status, injury severity, and mechanism across centers; however, there was no correlation of level of activation, injury severity, or severe mechanism with test utilization. Routine laboratory and imaging utilization for hematocrit, hepatic enzymes, pancreatic enzymes, base deficit urine microscopy, chest and pelvis X-ray, and abdominal computed tomography (CT) varied significantly among centers. Only obtaining a hematocrit had a moderate correlation with CT use. There was no correlation between centers that were high or low frequency laboratory utilizers with CT use. CONCLUSIONS: Wide variability exists in the routine initial laboratory and imaging assessment in children following BAT. This represents an opportunity for quality improvement in pediatric trauma. LEVEL OF EVIDENCE: Level II.


Subject(s)
Abdominal Injuries/diagnosis , Quality Improvement , Tomography, X-Ray Computed/methods , Trauma Centers , Wounds, Nonpenetrating/diagnosis , Adolescent , Child , Female , Humans , Injury Severity Score , Male , Reproducibility of Results , Retrospective Studies
6.
J Trauma Acute Care Surg ; 83(4): 597-602, 2017 10.
Article in English | MEDLINE | ID: mdl-28930954

ABSTRACT

BACKGROUND: Pediatric intra-abdominal injuries (IAI) from blunt abdominal trauma (BAT) rarely require emergent intervention. For those children undergoing procedural intervention, our aim was to understand the timing and indications for operation and angiographic embolization. METHODS: We prospectively enrolled children younger than 16 years after BAT at 14 Level I Pediatric Trauma Centers over a 1-year period. Patients with IAI who received an intervention (IAI-I) were compared with those who did not receive an intervention using descriptive statistics and univariate analysis; p less than 0.05 was considered significant. RESULTS: Two hundred sixty-one (11.9%) of 2,188 patients had IAI. Forty-five (17.2%) IAI patients received an acute procedural intervention (38 operations, seven angiographic embolization). The mean age for patients requiring intervention was 7.1 ± 4.1 years and not different from the population. Most patients (88.9%) with IAI-I were normotensive. IAI-I patients were significantly more likely to have a mechanism of motor vehicle collision (66.7% vs. 38.9%), more likely to present as a Level I activation (44.4% vs. 26.9%), more likely to have a Glascow Coma Scale less than 14 (31.1% vs. 15.5%), and more likely to have an abnormal abdominal physical examination (93.3% vs. 65.7%) than patients that did not require acute intervention. All patients underwent computed tomography scan before intervention. Operations consisted of laparotomy (n = 21), laparoscopy converted to open (n = 11), and laparoscopy alone (n = 6). The most common surgical indications were hollow viscus injury (HVI) (11 small bowel, 10 colon, 6 small bowel/colon, 2 duodenum). All interventions for solid organ injury, including seven angioembolic procedures, occurred within 8 hours of arrival; many had hypotension and received a transfusion. Procedural interventions were more common for HVI than for solid organ injury (59.2% vs. 7.6%). Postoperative mortality from IAI was 2.6%. CONCLUSION: Acute procedural interventions for children with IAI from BAT are rare, predominantly for HVI, are performed early in the hospital course and have excellent clinical outcomes. LEVEL OF EVIDENCE: Prognostic/epidemiologic study, level III; therapeutic study, level IV.


Subject(s)
Abdominal Injuries/diagnostic imaging , Abdominal Injuries/surgery , Wounds, Nonpenetrating/diagnostic imaging , Wounds, Nonpenetrating/surgery , Angiography , Child , Child, Preschool , Embolization, Therapeutic , Female , Humans , Injury Severity Score , Laparotomy , Male , Prospective Studies , Tomography, X-Ray Computed , Trauma Centers
7.
J Trauma Acute Care Surg ; 83(2): 218-224, 2017 08.
Article in English | MEDLINE | ID: mdl-28590347

ABSTRACT

INTRODUCTION: The utility of focused assessment with sonography for trauma (FAST) in children is poorly defined with considerable practice variation. Our purpose was to investigate the role of FAST for intra-abdominal injury (IAI) and IAI requiring acute intervention (IAI-I) in children after blunt abdominal trauma (BAT). METHODS: We prospectively enrolled children younger than 16 years after BAT at 14 Level I pediatric trauma centers over a 1-year period. Patients who underwent FAST were compared with those that did not, using descriptive statistics and univariate analysis; p value less than 0.05 was considered significant. FAST test characteristics were performed using computed tomography (CT) and/or intraoperative findings as the gold standard. RESULTS: Two thousand one hundred eighty-eight children (age, 7.8 ± 4.6 years) were included. Eight hundred twenty-nine (37.9%) received a FAST, 340 of whom underwent an abdominal CT. Ninety-seven (29%) of these 340 patients had an IAI and 27 (7.9%) received an acute intervention. CT scan utilization after FAST was 41% versus 46% among those who did not receive FAST. The frequency of FAST among centers ranged from 0.84% to 94.1%. There was low correlation between FAST and CT utilization (r = -0.050, p < 0.001). Centers that performed FAST at a higher frequency did not have improved accuracy. The test performance of FAST for IAI was sensitivity, 27.8%; specificity, 91.4%; positive predictive value, 56.2%; negative predictive value, 76.0%; and accuracy, 73.2%. There were 81 injuries among the 70 false-negative FAST. The test performance of FAST for IAI-I was sensitivity, 44.4%; specificity, 88.5%; positive predictive value, 25.0%; negative predictive value, 94.9%; and accuracy, 85.0%. Fifteen children with a negative FAST received acute interventions. Among the 27 patients with true positive FAST examinations, 12 received intervention. All had an abnormal abdominal physical examination. No patient underwent intervention before CT scan. CONCLUSION: As currently used, FAST has a low sensitivity for IAI, misses IAI-I and rarely impacts management in pediatric BAT. LEVEL OF EVIDENCE: Prognostic and epidemiologic study, level II; diagnostic tests or criteria study, level II; therapeutic/care management study, level III.


Subject(s)
Abdominal Injuries/diagnostic imaging , Emergency Medical Services , Ultrasonography , Wounds, Nonpenetrating/diagnostic imaging , Abdominal Injuries/surgery , Adolescent , Child , Child, Preschool , False Negative Reactions , Female , Humans , Male , Prognosis , Prospective Studies , Retrospective Studies , Sensitivity and Specificity , Tomography, X-Ray Computed , Trauma Centers , Wounds, Nonpenetrating/surgery
8.
J Trauma Acute Care Surg ; 78(6): 1117-21, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26151510

ABSTRACT

BACKGROUND: Pediatric cervical spine clearance guidelines should reduce computed tomography (CT) usage in combined pediatric and adult trauma centers biased by adult CT clearance. METHODS: Cervical spine clearance under age 15 years was compared 12 months before (128 patients) and after (105 patients) guideline implementation, emphasizing National Emergency X-Radiography Utilization Study (NEXUS) criteria when appropriate. RESULTS: CT scans in patients clearable by NEXUS criteria decreased 23% (p = 0.01) and decreased by 16% in cases where radiography other than CT was indicated by guidelines (p = 0.01). CONCLUSION: Guideline implementation can have an immediate effect in decreasing pediatric cervical spine CT usage and should improve across time. LEVEL OF EVIDENCE: Care management study, level IV.


Subject(s)
Cervical Vertebrae/injuries , Clinical Protocols , Spinal Injuries/diagnostic imaging , Tomography, X-Ray Computed/statistics & numerical data , Trauma Centers , Adolescent , Child , Child, Preschool , Female , Humans , Injury Severity Score , Male , Retrospective Studies , Time Factors
9.
Ann Vasc Surg ; 29(6): 1316.e1-6, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26028461

ABSTRACT

"Seat belt syndrome" was first described by Garret and Braunstein in 1962. The syndrome involves skin and abdominal wall ecchymosis (seat belt sign) intra-abdominal solid organ and visceral injuries, as well as Chance fractures (compression and/or wedging deformity of the anterior portion of the vertebral body with disruption or fracture of the posterior elements, generally at L1-L3). We present a case of a 12-year-old male involved in a high-speed motor vehicle collision wearing only a lap belt resulting in seat belt syndrome, with disruption of the abdominal wall, mesenteric avulsion with multiple intestinal perforations, abdominal aortic dissection, and an L2 Chance fracture with cord transection. Intraoperative decision making is outlined with this scenario of complex injuries, and the literature of seat belt syndrome associated with blunt aortic injuries and its management is reviewed.


Subject(s)
Abdominal Injuries/therapy , Accidents, Traffic , Aorta, Abdominal/injuries , Aortic Aneurysm, Abdominal/therapy , Aortic Dissection/therapy , Seat Belts/adverse effects , Vascular System Injuries/therapy , Wounds, Nonpenetrating/therapy , Abdominal Injuries/diagnosis , Abdominal Injuries/etiology , Aortic Dissection/diagnosis , Aortic Dissection/etiology , Aorta, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/diagnosis , Aortic Aneurysm, Abdominal/etiology , Aortography/methods , Child , Humans , Male , Tomography, X-Ray Computed , Vascular System Injuries/diagnosis , Vascular System Injuries/etiology , Wounds, Nonpenetrating/diagnosis , Wounds, Nonpenetrating/etiology
10.
J Pediatr Surg ; 50(4): 598-603, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25840070

ABSTRACT

BACKGROUND/PURPOSE: Serum lactate measurement has a predictive value in adult trauma. To date, there has been no prospective analysis of the predictive value of admission serum lactate in pediatric trauma. METHODS: Admission serum lactate was prospectively measured over a two year period on all children under age 15 years who met trauma alert criteria at an urban Level 1 trauma center. Elevated serum lactate (>2.0 mmol/L) was correlated with Injury Severity Scores (ISS), injury types, and hospital outcomes. RESULTS: A total of 277 injured children with admission lactate measurements were evaluated. Patients with elevated lactate had higher mean ISS than those with normal lactate (12.8 vs. 5.1, p<0.01), and increased need for intubation, major procedures and ICU admission. Elevated lactate was associated with low specificity (54.4%), moderate sensitivity (86.7%) and high negative predictive value (94.5%) for detecting injury (ISS>15). Lactate measurements over 4.7 mmol/L were highly specific (95.8%) for injury. CONCLUSIONS: Elevated admission venous lactate level is associated with injury and outcomes, but lacks adequate sensitivity and specificity. Lactate over 4.7 mmol/L is strongly suggestive of severe injury, while lactate below 2.0 mmol/L is reassuring for not having injury. Lactates between 2.0 and 4.7 mmol/L remain indeterminate in predictive potential for injury or outcomes.


Subject(s)
Lactic Acid/blood , Wounds and Injuries/diagnosis , Adolescent , Biomarkers/blood , Child , Child, Preschool , Female , Hospitalization , Humans , Infant , Infant, Newborn , Injury Severity Score , Male , Predictive Value of Tests , Prognosis , Prospective Studies , Sensitivity and Specificity , Trauma Centers , Wounds and Injuries/blood , Wounds and Injuries/therapy
11.
J Pediatr Surg ; 50(1): 211-7, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25598125

ABSTRACT

Salzbergian\solz-bərge-ən\ adjective of, relating to, or following the teachings of Arnold Salzberg. Noun one who embodies all that Arnold Salzberg taught about humanity. Noun one who has obtained his or her HB degree. Webster's dictionary would probably define "Salzbergian" as one who trained under Arnold Salzberg and exhibits the same great character traits, mentoring ability, and surgical skills. These might be the words that are used, but many times words cannot do justice to describing something so special. Arnold Salzberg was many things to many different people, "father figure," "wonderful advisor and resource," "ultimate mentor," "humanitarian," but when he was asked how he wanted to be remembered, he simply smiled and replied, "Icon…that would be nice." Never at a loss for words or humor and forever with an open door to his office, home, and heart, Dr. Salzberg embodied what so many medical students, residents, and attendings have been striving for, the ideal combination of physician and human being.


Subject(s)
Education, Medical/history , General Surgery/history , Mentors/history , Pediatrics/history , Physicians/history , Specialties, Surgical/history , General Surgery/education , History, 20th Century , Humans , Pediatrics/education , Specialties, Surgical/education , United States
14.
J Pediatr Surg ; 38(9): 1411-2, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14523835

ABSTRACT

Hirschprung's disease and imperforate anus are described concurrently in a newborn with Pallister-Hall syndrome as well as the difficulties in making this diagnosis. Awareness of this new association should prompt the exclusion of Hirschprung's disease before repair of imperforate anus in infants with Pallister-Hall syndrome. The known genetic parallels between these conditions is discussed briefly in terms of etiology.


Subject(s)
Anus, Imperforate/complications , Hirschsprung Disease/complications , Abnormalities, Multiple/genetics , Chromosomes, Human, Pair 7 , Hedgehog Proteins , Humans , Infant, Newborn , Male , Syndrome , Trans-Activators
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