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1.
J Pediatr ; 259: 113481, 2023 08.
Article in English | MEDLINE | ID: mdl-37196780

ABSTRACT

OBJECTIVE: To compare disease severity and mortality differences between female and male patients with congenital diaphragmatic hernia (CDH). STUDY DESIGN: We queried the CDH Study Group (CDHSG) database for CDH neonates managed between 2007 and 2018. Female and males were compared in statistical analyses using t tests, χ² tests, and Cox regression, as appropriate (P ≤ .05). RESULTS: There were 7288 CDH patients, of which 3048 (41.8%) were female. Females weighed less on average at birth than males (2.84 kg vs 2.97 kg, P < .001) despite comparable gestational age. Females had similar rates of extracorporeal life support (ECLS) utilization (27.8% vs 27.3%, P = .65). Although both cohorts had equivalent defect size and rates of patch repair, female patients had increased rates of intrathoracic liver herniation (49.2% vs 45.9%, P = .01) and pulmonary hypertension (PH) (86.6% vs 81.1%, P < .001). Females had lower survival rates at 30-days (77.3% vs 80.1%, P = .003) and overall lower survival to discharge (70.2% vs 74.2%, P < .001). Subgroup analysis revealed that increased mortality was significant among those who underwent repair but were never supported on ECLS (P = .005). On Cox regression analysis, female sex was independently associated with mortality (adjusted hazard ratio 1.32, P = .02). CONCLUSION: After controlling for the established prenatal and postnatal predictors of mortality, female sex remains independently associated with a higher risk of mortality in CDH. Further study into the underlying causes for sex-specific disparities in CDH outcomes is warranted.


Subject(s)
Hernias, Diaphragmatic, Congenital , Hypertension, Pulmonary , Infant, Newborn , Pregnancy , Humans , Male , Female , Treatment Outcome , Proportional Hazards Models , Survival Rate , Retrospective Studies
2.
Surg Innov ; 30(3): 356-365, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36397721

ABSTRACT

INTRODUCTION: Trauma patients have diverse resource needs due to variable mechanisms and injury patterns. The aim of this study was to build a tool that uses only data available at time of admission to predict prolonged hospital length of stay (LOS). METHODS: Data was collected from the trauma registry at an urban level one adult trauma center and included patients from 1/1/2014 to 3/31/2019. Trauma patients with one or fewer days LOS were excluded. Single layer and deep artificial neural networks were trained to identify patients in the top quartile of LOS and optimized on area under the receiver operator characteristic curve (AUROC). The predictive performance of the model was assessed on a separate test set using binary classification measures of accuracy, precision, and error. RESULTS: 2953 admitted trauma patients with more than one-day LOS were included in this study. They were 70% male, 60% white, and averaged 47 years-old (SD: 21). 28% were penetrating trauma. Median length of stay was 5 days (IQR 3-9). For prediction of prolonged LOS, the deep neural network achieved an AUROC of 0.80 (95% CI: 0.786-0.814) specificity was 0.95, sensitivity was 0.32, with an overall accuracy of 0.79. CONCLUSION: Machine learning can predict, with excellent specificity, trauma patients who will have prolonged length of stay with only physiologic and demographic data available at the time of admission. These patients may benefit from additional resources with respect to disposition planning at the time of admission.


Subject(s)
Machine Learning , Adult , Humans , Male , Middle Aged , Female , Length of Stay , Retrospective Studies
3.
Am J Physiol Gastrointest Liver Physiol ; 323(3): G265-G282, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35819175

ABSTRACT

Necrotizing enterocolitis (NEC) is the leading cause of death from gastrointestinal disease in premature infants and is steadily rising in frequency. Patients who develop NEC have a very high mortality, illustrating the importance of developing novel prevention or treatment approaches. We and others have shown that NEC arises in part from exaggerated signaling via the bacterial receptor, Toll-like receptor 4 (TLR4) on the intestinal epithelium, leading to widespread intestinal inflammation and intestinal ischemia. Strategies that limit the extent of TLR4 signaling, including the administration of amniotic fluid, can reduce NEC development in mouse and piglet models. We now seek to test the hypothesis that a secretome derived from amnion-derived cells can prevent or treat NEC in preclinical models of this disease via a process involving TLR4 inhibition. In support of this hypothesis, we show that the administration of this secretome, named ST266, to mice or piglets can prevent and treat experimental NEC. The protective effects of ST266 occurred in the presence of marked TLR4 inhibition in the intestinal epithelium of cultured epithelial cells, intestinal organoids, and human intestinal samples ex vivo, independent of epidermal growth factor. Strikingly, RNA-seq analysis of the intestinal epithelium in mice reveals that the ST266 upregulates critical genes associated with gut remodeling, intestinal immunity, gut differentiation. and energy metabolism. These findings show that the amnion-derived secretome ST266 can prevent and treat NEC, suggesting the possibility of novel therapeutic approaches for patients with this devastating disease.NEW & NOTEWORTHY This work provides hope for children who develop NEC, a devastating disease of premature infants that is often fatal, by revealing that the secreted product of amniotic progenitor cells (called ST266) can prevent or treat NEC in mice, piglet, and "NEC-in-a-dish" models of this disease. Mechanistically, ST266 prevented bacterial signaling, and a detailed transcriptomic analysis revealed effects on gut differentiation, immunity, and metabolism. Thus, an amniotic secretome may offer novel approaches for NEC.


Subject(s)
Enterocolitis, Necrotizing , Multipotent Stem Cells , Secretome , Amnion/cytology , Animals , Disease Models, Animal , Enterocolitis, Necrotizing/prevention & control , Intestinal Mucosa/metabolism , Mice , Multipotent Stem Cells/metabolism , Swine , Toll-Like Receptor 4/metabolism
4.
Br J Nutr ; 128(6): 1050-1063, 2022 09 28.
Article in English | MEDLINE | ID: mdl-34632971

ABSTRACT

Necrotising enterocolitis (NEC) is a devastating gastrointestinal disease of prematurity that typically develops after the administration of infant formula, suggesting a link between nutritional components and disease development. One of the most significant complications that develops in patients with NEC is severe lung injury. We have previously shown that the administration of a nutritional formula that is enriched in pre-digested Triacylglyceride that do not require lipase action can significantly reduce the severity of NEC in a mouse model. We now hypothesise that this 'pre-digested fat (PDF) system' may reduce NEC-associated lung injury. In support of this hypothesis, we now show that rearing newborn mice on a nutritional formula based on the 'PDF system' promotes lung development, as evidenced by increased tight junctions and surfactant protein expression. Mice that were administered this 'PDF system' were significantly less vulnerable to the development of NEC-induced lung inflammation, and the administration of the 'PDF system' conferred lung protection. In seeking to define the mechanisms involved, the administration of the 'PDF system' significantly enhanced lung maturation and reduced the production of reactive oxygen species (ROS). These findings suggest that the PDF system protects the development of NEC-induced lung injury through effects on lung maturation and reduced ROS in the lung and also increases lung maturation in non-NEC mice.


Subject(s)
Enterocolitis, Necrotizing , Lung Injury , Animals , Mice , Enterocolitis, Necrotizing/etiology , Animals, Newborn , Reactive Oxygen Species , Lung Injury/complications , Lung Injury/metabolism , Food, Formulated , Disease Models, Animal
5.
Sci Transl Med ; 13(612): eabg3459, 2021 Sep 22.
Article in English | MEDLINE | ID: mdl-34550727

ABSTRACT

Necrotizing enterocolitis (NEC) is a devastating disease of premature infants, whose pathogenesis remains incompletely understood, although activation of the Gram-negative bacterial receptor Toll-like receptor 4 (TLR4) on the intestinal epithelium plays a critical role. Patients with NEC typically display gastrointestinal dysmotility before systemic disease is manifest, suggesting that dysmotility could drive NEC development. Both intestinal motility and inflammation are governed by the enteric nervous system, a network of enteric neurons and glia. We hypothesized here that enteric glia loss in the premature intestine could lead to dysmotility, exaggerated TLR4 signaling, and NEC development. We found that intestinal motility is reduced early in NEC in mice, preceding the onset of intestinal inflammation, whereas pharmacologic restoration of intestinal motility reduced NEC severity. Ileal samples from mouse, piglet, and human NEC revealed enteric glia depletion, and glia-deficient mice (Plp1ΔDTR, Sox10ΔDTR, and BdnfΔDTR) showed increased NEC severity compared with wild-type mice. Mice lacking TLR4 on enteric glia (Sox10-Tlr4ko) did not show NEC-induced enteric glia depletion and were protected from NEC. Mechanistically, brain-derived neurotrophic factor (BDNF) from enteric glia restrained TLR4 signaling on the intestine to prevent NEC. BDNF was reduced in mouse and human NEC, and BDNF administration reduced both TLR4 signaling and NEC severity in enteric glia­deficient mice. Last, we identified an agent (J11) that enhanced enteric glial BDNF release, inhibited intestinal TLR4, restored motility, and prevented NEC in mice. Thus, enteric glia loss might contribute to NEC through intestinal dysmotility and increased TLR4 activation, suggesting enteric glia therapies for this disorder.


Subject(s)
Enterocolitis, Necrotizing , Toll-Like Receptor 4 , Humans , Infant, Newborn , Neuroglia , Toll-Like Receptor 4/genetics , Animals , Mice
6.
Pediatr Surg Int ; 36(11): 1339-1343, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32915274

ABSTRACT

BACKGROUND: Opioid misuse continues to be a major source of morbidity and mortality in the US, in both the adult and pediatric populations. Post-operative opioid prescriptions are often the first exposure children have to opioids and increases their risk of chronic use. There is significant variation in the number of opioids following identical procedures and measures have been taken within the adult population to limit this. However, specific post-operative opioid prescription guidelines are not present in the pediatric population. METHODS: Seven common pediatric surgery procedures were selected for inclusion. The recommended number of opioid doses following each procedure was determined by a multi-disciplinary expert panel. All surgery residents were sent an initial survey to determine the number of opioids they would prescribe for each procedure. They were then shown the guidelines and the survey repeated to determine changes in response. RESULTS: 35 and 27 general surgery residents took part in and pre- and post-educational surveys respectively. In all procedures, there was a decrease in the mean number of post-operative opioids prescribed. In addition, there was an increase in the number of residents who prescribed within the guidelines and a decrease in the number who overprescribed post-operative opioids. CONCLUSION: Pediatric postoperative opioid prescribing guidelines derived from expert opinion increase resident compliance with appropriate dosing; this has the potential to decrease the classic problem of general surgery residents accustomed to treating adults overprescribing opioids to children. These results are promising, and we aim to expand on this work and incorporate these guidelines into our clinical practice. LEVEL OF EVIDENCE: III/IV.


Subject(s)
Analgesics, Opioid/therapeutic use , Drug Prescriptions/statistics & numerical data , Pain, Postoperative/drug therapy , Postoperative Care/standards , Practice Guidelines as Topic , Practice Patterns, Physicians'/statistics & numerical data , Adolescent , Female , Humans , Male , Surveys and Questionnaires
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