Artificial intelligence in pediatric surgery.

Artificial intelligence (AI) is rapidly changing the landscape of medicine and is already being utilized in conjunction with medical diagnostics and imaging analysis. We hereby explore AI applications in surgery and examine its relevance to pediatric surgery, covering its evolution, current state, and promising future. The various fields of AI are explored including machine learning and applications to predictive analytics and decision support in surgery, computer vision and image analysis in preoperative planning, image segmentation, surgical navigation, and finally, natural language processing assist in expediting clinical documentation, identification of clinical indications, quality improvement, outcome research, and other types of automated data extraction. The purpose of this review is to familiarize the pediatric surgical community with the rise of AI and highlight the ongoing advancements and challenges in its adoption, including data privacy, regulatory considerations, and the imperative for interdisciplinary collaboration. We hope this review serves as a comprehensive guide to AI's transformative influence on surgery, demonstrating its potential to enhance pediatric surgical patient outcomes, improve precision, and usher in a new era of surgical excellence.

Impact of maternal factors, environmental factors, and race on necrotizing enterocolitis.

Necrotizing enterocolitis (NEC) is a complex disease with a multifactorial etiology. As the leading cause of intestinal morbidity and mortality among premature infants, many resources are being dedicated to neonatal care and molecular targets in the newborn intestine. However, NEC is heavily influenced by maternal and perinatal factors as well. Given its nature, preventive approaches to NEC are more likely to improve outcomes than new treatment strategies. Therefore, this review focuses on maternal, environmental, and racial factors associated with the development of NEC, with an emphasis on those that may be modifiable to decrease the incidence of the disease.

The diminishing experience in pediatric surgery for general surgery residents in the United States.

PURPOSE: The Accreditation Council for Graduate Medical Education (ACGME) regulates the general surgery residency curriculum. Case volume remains a priority as recent concerns surrounding a lack of proficiency for certain surgical cases have circulated. We hypothesize that there is a significant decrease in pediatric surgery case numbers during general surgery residency despite residents meeting the minimum case requirements. METHODS: We reviewed publicly available ACGME case reports for general surgery residency from 1999 to 2018. Cases are classified as Surgeon Chief or Surgeon Junior. Analyzed data included case classifications, number of residents, and number of residency programs. Simple linear regression analysis was performed. RESULTS: We identified a significant decrease in total number of logged pediatric surgery cases over the past 20 years (p<0.001). Nearly 60% of cases were logged under a single category - inguinal/umbilical hernia. From the past five years, pyloric stenosis was the only other category with an average of greater than two cases logged (range 2.1-2.8). CONCLUSION: We identified a significant decrease in total pediatric surgery case numbers during general surgery residency from 1999 to 2018. Though meeting set requirements, overall case variety was limited. With minimal number of cases required by the ACGME, graduating general surgery residents may lack proficiency in simple pediatric surgery cases.

Esophageal Foreign Body Management in Children: Can It Wait?

Introduction: Pediatric foreign body ingestion remains a common reason for emergency department (ED) visits. Button battery ingestion is an established surgical emergency, requiring immediate removal. Timing of removal for other foreign bodies remains controversial. We hypothesize that there is no difference in complication rate or successful removal of esophageal foreign bodies that wait until the following morning for removal. Materials and Methods: A retrospective review for cases involving esophageal foreign body removal by pediatric surgery or pediatric gastroenterology from November 2015 to November 2019 was performed. Patients were divided into two groups based on ED arrival-daytime (05:00-16:59); nighttime (17:00-04:59). Imaging confirmed an esophageal foreign body. Data collected included basic demographics, time of presentation, time of procedure, symptoms, location of the foreign body, and complications within 30 days. Statistical analysis was performed. Results: After excluding button batteries, 273 children underwent esophageal foreign body removal. Two-thirds presented at night. A significant difference was identified in the median time from ED to the operating room when comparing daytime (194.8 minutes; interquartile range [IQR]: 108.5-347) versus nighttime groups (643 minutes; IQR: 471.5-745; P < .001). Nine children had a complication or readmission within 30 days of their procedure and 25 patients had migration of their foreign body into the stomach, both with no significant difference (P = .94; P = .98, respectively). Conclusion: We found that waiting until the following morning had minimal impact on complications or success rate when removing esophageal foreign bodies. By waiting, institutions with limited personnel can keep resources and staff available for more pressing emergencies.

Age-related immune responses after burn and inhalation injury are associated with altered clinical outcomes.

This prospective study aimed to address changes in inflammatory response between different aged populations of patients who sustained burn and inhalation injury. Plasma and bronchoalveolar lavage (BAL) samples were collected from 104 patients within 15h of their estimated time of burn injury. Clinical variables, laboratory parameters, and immune mediator profiles were examined in association with clinical outcomes. Older patients were at higher odds for death after burn injury (odds ratio (OR)=7.37 per 10years, p=0.004). In plasma collected within 15h after burn injury, significant increases in the concentrations of interleukin 1 receptor antagonist (IL-1RA), interleukin 2 (IL-2), interleukin 4 (IL-4), interleukin 6 (IL-6), granulocyte colony-stimulating factor (G-CSF), interferon-gamma-induced protein 10 (IP-10) and monocyte chemoattractant protein 1 (MCP-1) (p<0.05 for all) were observed in the ≥65 group. In the BAL fluid, MCP-1 was increased three-fold in the ≥65 group. This study suggests that changes in certain immune mediators were present in the older cohort, in association with in-hospital mortality.

Alcohol Modulation of the Postburn Hepatic Response.

The widespread and rapidly increasing trend of binge drinking is accompanied by a concomitant rise in the prevalence of trauma patients under the influence of alcohol at the time of their injury. Epidemiological evidence suggests up to half of all adult burn patients are intoxicated at the time of admission, and the presence of alcohol is an independent risk factor for death in the early stages post burn. As the major site of alcohol metabolism and toxicity, the liver is a critical determinant of postburn outcome, and experimental evidence implies an injury threshold exists beyond which burn-induced hepatic derangement is observed. Alcohol may lower this threshold for postburn hepatic damage through a variety of mechanisms including modulation of extrahepatic events, alteration of the gut-liver axis, and changes in signaling pathways. The direct and indirect effects of alcohol may prime the liver for the second-hit of many overlapping physiologic responses to burn injury. In an effort to gain a deeper understanding of how alcohol potentiates postburn hepatic damage, the authors summarize possible mechanisms by which alcohol modulates the postburn hepatic response.

Neutrophil Accumulation in the Small Intestine Contributes to Local Tissue Destruction Following Combined Radiation and Burn Injury.

The threat of nuclear disaster makes combined radiation and burn injury (CRI) a relevant topic when discussing modern trauma, as burn injuries are likely to occur with detonation of a conventional nuclear weapon. Previous studies in a murine model have shown that there is a breakdown of the gut epithelium and subsequent bacterial translocation into mesenteric lymph nodes after CRI. This study examines the early innate immune response of the small intestine after CRI. Using a previously established murine model of 5 to 5.5 Gy total body irradiation combined with 15% TBSA burn, the injury response of the small intestine was examined at 24, 48, and 72 hours by visual assessment, myeloperoxidase, and cytokine measurement. At 24 hours, intestinal damage as measured by villus blunting, crypt debris, and decreased mitosis, was apparent in all injury groups but the derangements persisted out to 72 hours only with CRI. The prolonged intestinal damage in CRI was accompanied by a 2-fold (P < .05) elevation in myeloperoxidase activity over sham animals at 48 hours and persisted as a 3-fold (P < .05) elevation at 72 hours after injury. Corresponding levels of KC were 8-fold (P < .05) higher than sham at 48 hours with persistent elevation at 72 hours. An enhanced innate immune response, partially mediated by the influx of neutrophils into the gastrointestinal tract is contributing to the hyperinflammatory state seen after CRI. Attenuation of the local gastrointestinal inflammatory response may play a major role in managing victims after nuclear disaster.

Experimental Approaches to Tissue Injury and Repair in Advanced Age.

Cutaneous wound healing is a complex physiological process. This process can be altered by multiple physiological and pathological factors. Multiple pathophysiological disturbances act to impair resolution of cutaneous wound injury, including obesity, diabetes, peripheral vascular disease, and advanced age. As our longevity increases without a concomitant increase in healthy living years, it is plausible to assume that problematic wound closure will continue to consume a large portion of our health care resources. Furthermore, advanced age is associated with numerous alterations in the innate and adaptive immune responses that complicate outcomes following cutaneous injury, trauma, or infection. Thus, models that examine the impact of advanced age on cutaneous wound repair will be of great benefit to the development of potential therapeutics that target age-related aberrancies in tissue repair. Herein, we detail two animal models of tissue injury, excisional wound injury and burn injury, that can be used to evaluate wound healing in the context of advanced age. We also describe modifications of these methods to examine wound infection following either excisional or burn injury. Lastly, we discuss methods of subsequent tissue analysis following injury. Models described below can be further adapted to genetically engineered murine strains to study the effects of aging and other co-morbidities on wound healing.

Intestinal barrier disruption as a cause of mortality in combined radiation and burn injury.

Nuclear disaster associated with combined radiation injury (CRI) and trauma or burns results in higher mortality than component injuries. Early death is caused by sequelae of gastrointestinal (GI) leakiness such as bacterial translocation and shock. We developed a murine model to characterize GI injury after CRI and determine the extent of barrier disruption. Animals received radiation (5.5 Gy) alone or with 15% total body surface area (TBSA) scald burn and were euthanized at 24, 48, and 72 h. Mesenteric lymph node homogenate was plated on tryptic soy agar to assess for bacterial translocation. Tight junction protein, occludin, was characterized by Western blot and immunofluorescence. Intestinal histology was evaluated, and apoptosis was quantified using histone-associated DNA fragmentation enzyme-linked immunosorbent assay and Western blot for caspase-3 and caspase-8. At 72 h, a 100-fold increase in bacterial growth after CRI was observed. Occludin colocalization was reduced by radiation exposure, with largest differences in CRI at 24 and 48 h. Histopathology exhibited increased apoptosis in radiation alone and CRI animals at 24 and 48 h (P < 0.05). Further evidence of apoptotic activity in CRI was seen at 48 h, with 3-fold increases in enzyme-linked immunosorbent assay detection relative to all groups and caspase-8 activity relative to radiation alone and sham (P < 0.05). Prolonged epithelial apoptosis and disruption of tight junctions likely contribute to gut leakiness after CRI. Subsequent bacterial translocation to mesenteric lymph node potentially leads to sepsis and death and could serve as a target for mitigating agents to improve survival from CRI.

Inhalation injury severity and systemic immune perturbations in burned adults.

OBJECTIVE: We aimed to determine whether the severity of inhalation injury evokes an immune response measurable at the systemic level and to further characterize the balance of systemic pro- and anti-inflammation early after burn and inhalation injury. BACKGROUND: Previously, we reported that the pulmonary inflammatory response is enhanced with worse grades of inhalation injury and that those who die of injuries have a blunted pulmonary immune profile compared with survivors. METHODS: From August 2007 to June 2011, bronchoscopy was performed on 80 patients admitted to the burn intensive care unit when smoke inhalation was suspected. Of these, inhalation injury was graded into 1 of 5 categories (0, 1, 2, 3, and 4), with grade 0 being the absence of visible injury and grade 4 corresponding to massive injury. Plasma was collected at the time of bronchoscopy and analyzed for 28 immunomodulating proteins via multiplex bead array or enzyme-linked immunosorbent assay. RESULTS: The concentrations of several plasma immune mediators were increased with worse inhalation injury severity, even after adjusting for age and % total body surface area (TBSA) burn. These included interleukin (IL)-1RA (P = 0.002), IL-6 (P = 0.002), IL-8 (P = 0.026), granulocyte colony-stimulating factor (P = 0.002), and monocyte chemotactic protein 1 (P = 0.007). Differences in plasma immune mediator concentrations in surviving and deceased patients were also identified. Briefly, plasma concentrations of IL-1RA, IL-6, IL-8, IL-15, eotaxin, and monocyte chemotactic protein 1 were higher in deceased patients than in survivors (P < 0.05 for all), whereas IL-4 and IL-7 were lower (P < 0.05). After adjusting for the effects of age, % TBSA burn, and inhalation injury grade, plasma IL-1RA remained significantly associated with mortality (odds ratio, 3.12; 95% confidence interval, 1.03-9.44). Plasma IL-1RA also correlated with % TBSA burn, inhalation injury grade, fluid resuscitation, Baux score, revised Baux score, Denver score, and the Sequential Organ Failure Assessment score. CONCLUSIONS: The severity of smoke inhalation injury has systemically reaching effects, which argue in favor of treating inhalation injury in a graded manner. In addition, several plasma immune mediators measured early after injury were associated with mortality. Of these, IL-1RA seemed to have the strongest correlation with injury severity and outcomes measures, which may explain the blunted pulmonary immune response we previously found in nonsurvivors.

Exhaled breath condensate collection in the mechanically ventilated patient.

Collection of exhaled breath condensate (EBC) is a non-invasive means of sampling the airway-lining fluid of the lungs. EBC contains numerous measurable mediators, whose analysis could change the management of patients with certain pulmonary diseases. While initially popularized in investigations involving spontaneously breathing patients, an increasing number of studies have been performed using EBC in association with mechanical ventilation. Collection of EBC in mechanically ventilated patients follows basic principles of condensation, but is influenced by multiple factors. Effective collection requires selection of a collection device, adequate minute ventilation, low cooling temperatures, and sampling times of greater than 10 min. Condensate can be contaminated by saliva, which needs to be filtered. Dilution of samples occurs secondary to distilled water in vapors and humidification in the ventilator circuit. Dilution factors may need to be employed when investigating non-volatile biomarkers. Storage and analysis should occur promptly at -70 °C to -80 °C to prevent rapid degradation of samples. The purpose of this review is to examine and describe methodologies and problems of EBC collection in mechanically ventilated patients. A straightforward and safe framework has been established to investigate disease processes in this population, yet technical aspects of EBC collection still exist that prevent clinical practicality of this technology. These include a lack of standardization of procedure and analysis of biomarkers, and of normal reference ranges for mediators in healthy individuals. Once these procedural aspects have been addressed, EBC could serve as a non-invasive alternative to invasive evaluation of lungs in mechanically ventilated patients.

Presentation, diagnosis, and treatment of oesophageal motility disorders.

Whilst the current treatment of achalasia is well understood, the management of other oesophageal disorders is still debated, as these are rare and the literature on their clinical presentation and management is scarce. The following review describes the clinical presentation of oesophageal motility disorders, gives an overview of their diagnosis in light of the new advances in oesophageal motility testing, and provides an evidence-based approach to their management with different forms of treatment (medical, endoscopic, and minimally invasive).

Early pulmonary immune hyporesponsiveness is associated with mortality after burn and smoke inhalation injury.

This prospective study aims to address mortality in the context of the early pulmonary immune response to burn and inhalation injury. The authors collected bronchoalveolar lavage fluid from 60 burn patients within 14 hours of their injury when smoke inhalation was suspected. Clinical and laboratory parameters and immune mediator profiles were compared with patient outcomes. Patients who succumbed to their injuries were older (P = .005), had a larger % TBSA burn (P < .001), and required greater 24-hour resuscitative fluids (P = .002). Nonsurvivors had lower bronchoalveolar lavage fluid concentrations of numerous immunomodulators, including C5a, interleukin (IL)-1ß, IL-1RA, IL-8, IL-10, and IL-13 (P < .05 for all). Comparing only those with the highest Baux scores to account for the effects of age and % TBSA burn on mortality, nonsurvivors also had reduced levels of IL-2, IL-4, granulocyte colony-stimulating factor, interferon-γ, macrophage inflammatory protein-1ß, and tumor necrosis factor-α (P < .05 for all). The apparent pulmonary immune hyporesponsiveness in those who died was confirmed by in vitro culture, which revealed that pulmonary leukocytes from nonsurvivors had a blunted production of numerous immune mediators. This study demonstrates that the early pulmonary immune response to burn and smoke inhalation may be attenuated in patients who succumb to their injuries.