TY - JOUR
T1 - Characteristics and predictors of intensive care unit admission in pediatric blunt abdominal trauma
AU - Mehl, Steven C.
AU - Cunningham, Megan E.
AU - Streck, Christian J.
AU - Pettit, Rowland
AU - Huang, Eunice Y.
AU - Santore, Matthew T.
AU - Tsao, Kuojen
AU - Falcone, Richard A.
AU - Dassinger, Melvin S.
AU - Haynes, Jeffrey H.
AU - Russell, Robert T.
AU - Naik-Mathuria, Bindi J.
AU - St. Peter, Shawn D.
AU - Mooney, David
AU - Upperman, Jeffrey
AU - Blakely, Martin L.
AU - Vogel, Adam M.
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2022/4
Y1 - 2022/4
N2 - 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. Level of evidence: 1.
AB - 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. Level of evidence: 1.
KW - Blunt abdominal trauma
KW - Intensive care
KW - Intra-abdominal injury
KW - Pediatric
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U2 - 10.1007/s00383-022-05067-5
DO - 10.1007/s00383-022-05067-5
M3 - Article
C2 - 35124723
AN - SCOPUS:85124264532
SN - 0179-0358
VL - 38
SP - 589
EP - 597
JO - Pediatric Surgery International
JF - Pediatric Surgery International
IS - 4
ER -