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Item Computational evidence for an early, amplified systemic inflammation program in polytrauma patients with severe extremity injuries(PLOS, 2019-06-04) Almahmoud, Khalid; Abboud, Andrew; Namas, Rami A.; Zamora, Ruben; Sperry, Jason; Peitzman, Andrew B.; Truitt, Michael S.; Gaski, Greg E.; McKinley, Todd O.; Billiar, Timothy R.; Vodovotz, Yoram; Orthopaedic Surgery, School of MedicineExtremity and soft tissue injuries contribute significantly to inflammation and adverse in-hospital outcomes for trauma survivors; accordingly, we examined the complex association between clinical outcomes inflammatory responses in this setting using in silico tools. Two stringently propensity-matched, moderately/severely injured (Injury Severity Score > 16) patient sub-cohorts of ~30 patients each were derived retrospectively from a cohort of 472 blunt trauma survivors and segregated based on their degree of extremity injury severity (above or below 3 on the Abbreviated Injury Scale). Serial blood samples were analyzed for 31 plasma inflammatory mediators. In addition to standard statistical analyses, Dynamic Network Analysis (DyNA) and Principal Component Analysis (PCA) were used to model systemic inflammation following trauma. Patients in the severe extremity injury sub-cohort experienced longer intensive care unit length of stay (LOS), total LOS, and days on a mechanical ventilator, with higher Marshall Multiple Organ Dysfunction (MOD) Scores over the first 7 days post-injury as compared to the mild/moderate extremity injury sub-cohort. The higher severity cohort had statistically significant elevated lactate, base deficit, and creatine phosphokinase on first blood draw, along with significant changes in multiple circulating inflammatory mediators. DyNA pointed to a sustained role for type 17 immunity in both sub-cohorts, along with IFN-γ in the severe extremity injury group. DyNA network complexity increased over 7 days post-injury in the severe injury group, while generally decreasing over this same time period in the mild/moderate injury group. PCA suggested a more robust activation of multiple pathways in the severe extremity injury group as compared to the mild/moderate injury group. These studies thus point to the possibility of self-sustaining inflammation following severe extremity injury vs. resolving inflammation following less severe extremity injury.Item Evaluating the Regional Differences in Pediatric Injury Patterns During the COVID-19 Pandemic(Elsevier, 2023) Collings, Amelia T.; Farazi, Manzur; Van Arendonk, Kyle J.; Fallat, Mary E.; Minneci, Peter C.; Sato, Thomas T.; Speck, K. Elizabeth; Gadepalli, Samir; Deans, Katherine J.; Falcone, Richard A., Jr.; Foley, David S.; Fraser, Jason D.; Keller, Martin S.; Kotagal, Meera; Landman, Matthew P.; Leys, Charles M.; Markel, Troy; Rubalcava, Nathan; St. Peter, Shawn D.; Flynn-O'Brien, Katherine T.; Midwest Pediatric Surgery Consortium; Surgery, School of MedicineIntroduction: Reports of pediatric injury patterns during the COVID-19 pandemic are conflicting and lack the granularity to explore differences across regions. We hypothesized there would be considerable variation in injury patterns across pediatric trauma centers in the United States. Materials and methods: A multicenter, retrospective study evaluating patients <18 y old with traumatic injuries meeting National Trauma Data Bank criteria was performed. Patients injured after stay-at-home orders through September 2020 ("COVID" cohort) were compared to "Historical" controls from an averaged period of equivalent dates in 2016-2019. Differences in injury type, intent, and mechanism were explored at the site level. Results: 47,385 pediatric trauma patients were included. Overall trauma volume increased during the COVID cohort compared to the Historical (COVID 7068 patients versus Historical 5891 patients); however, some sites demonstrated a decrease in overall trauma of 25% while others had an increase of over 33%. Bicycle injuries increased at every site, with a range in percent change from 24% to 135% increase. Although the greatest net increase was due to blunt injuries, there was a greater relative increase in penetrating injuries at 7/9 sites, with a range in percent change from a 110% increase to a 69% decrease. Conclusions: There was considerable discrepancy in pediatric injury patterns at the individual site level, perhaps suggesting a variable impact of the specific sociopolitical climate and pandemic policies of each catchment area. Investigation of the unique response of the community during times of stress at pediatric trauma centers is warranted to be better prepared for future environmental stressors.