The utilization of artificial intelligence (AI) is rapidly expanding in all areas of medicine. Pediatric gastroenterology is among the fields exploring the use of AI to better visualize the gastrointestinal tract and improve diagnosis, disease subtyping, lesion detection, risk prediction, and treatment optimization for better patient outcomes. AI shows promising developments and applications in complex diseases, such as Crohn's disease, polyposis syndromes, and eosinophilic esophagitis, where diagnosis and initial or subsequent management are impacted by mucosal visualization and analysis. This article summarizes how AI, machine learning, and these complex networks work in addition to addressing the limitations and ethical challenges faced with use of this budding technology. Although most available information on this topic comes from adult literature, this discussion focuses on current and emerging pediatric research and applications of AI in pediatric diagnostic and interventional endoscopy.
Video capsule endoscopy (VCE) has revolutionized the evaluation of small bowel pathology, offering a safe, non-invasive, radiation-free diagnostic modality with broad clinical utility. Patency capsule use has further improved safety by minimizing the risk of retention in patients with suspected strictures. Since its introduction, its applications have expanded from obscure gastrointestinal bleeding and Crohn's disease to celiac disease, polyposis syndromes, and small bowel tumors among other indications. Emerging artificial intelligence (AI) integration promises to enhance diagnostic accuracy, streamline image analysis, and reduce interobserver variability. Furthermore, advancements in capsule design, including magnetic-assisted navigation and extended battery life, enable precise control and complete small bowel evaluation, even in cases of delayed gastrointestinal motility. High-definition imaging further allows for the identification of subtle mucosal abnormalities, such as vascular lesions, inflammation, and erosions, that might otherwise go undetected. Beyond diagnosis, novel applications, such as motility capsule studies and wireless capsule drug delivery systems, are unlocking new possibilities for functional and therapeutic interventions. Future innovations combining diagnostic and interventional capabilities promise to reduce the need for invasive procedures, optimize outcomes, and significantly enhance the quality of life for pediatric patients.
Patients with hemolytic diseases are at increased risk for gallstone-related complications. Modified scoring systems have been developed to assess which pediatric patients would benefit from endoscopic retrograde cholangiopancreatography (ERCP) to treat choledocholithiasis. This study aimed to evaluate the ability of the available criteria to determine which pediatric patients with hemolytic diseases are likely to benefit from ERCP. A secondary analysis was performed using the Pediatric ERCP Database Initiative database, which contains prospectively collected data from 1,124 ERCPs at tertiary-care institutions. We compared patients with a hemolytic disease to those without. Data was analyzed by two-tailed Fisher’s exact test and paired student t-test. Of the 47 (17.0%) patients who had a hemolytic disease, 34 (72.3%) had one or more common bile duct (CBD) stones at the time of ERCP. Among patients with hemolytic diseases, there were no differences in pre-ERCP imaging or laboratory findings between those with a CBD stone removed at ERCP and those without. Patients with hemolytic diseases did not fit the current choledocholithiasis selection criteria well: 80% in the no-stone at ERCP group met the American Society of Gastrointestinal Endoscopy high-risk criteria, and 90% met the 2016 modified Baylor pediatric criteria. Although not statistically significant, there was an increased number of adverse events in patients with hemolytic diseases. Existing ERCP criteria perform poorly in patients with hemolytic diseases, overestimating their risk of choledocholithiasis. Peri-procedure evaluations such as endoscopic ultrasound, magnetic resonance cholangiopancreatography, and intraoperative cholangiography appear underutilized and may be essential modalities in this population.
Previous studies have demonstrated the safety of performing endoscopic retrograde cholangiopancreatography (ERCP) in the pediatric population; however, few have addressed the outcomes of children undergoing ERCP during acute pancreatitis (AP). We hypothesize that ERCP performed in the setting of AP can be executed with similar technical success and adverse event profiles to those in pediatric patients without pancreatitis. Using the Pediatric ERCP Database Initiative, a multi-national and multi-institutional prospectively collected dataset, we analyzed 1124 ERCPs. One hundred and ninety-four (17%) of these procedures were performed in the setting of AP. There were no difference in the procedure success rate, procedure time, cannulation time, fluoroscopy time, or American Society of Anesthesiology class despite patients with AP having higher American Society of Gastrointestinal Endoscopy grading difficulty scores. This study suggests that ERCP can be safely and efficiently performed in pediatric patients with AP when appropriately indicated.
Filiform polyposis (FP) is a morphologic variant of pseudopolyposis associated with inflammatory conditions of the gastrointestinal tract, namely, inflammatory bowel disease. Pediatric cases are uncommon in the literature. Here, we present a pediatric patient with FP arising from ulcerative colitis (UC). He initially presented at 7 years of age for an acute UC flare and was found to have classical pseudopolyposis. A follow-up colonoscopy at age 9 showed the evolution of classical pseudopolyposis to FP. The patient clinically improved with sulfasalazine monotherapy and remained in remission based on consistent pediatric ulcerative colitis activity index scores of zero and normal-range inflammatory markers. Repeat surveillance colonoscopy at age 14 showed persistent and diffuse FP in the background of healthy colonic mucosa. This case documents the development of FP from classical pseudopolyps in the setting of an asymptomatic patient in clinical remission.
Previous studies have demonstrated the safety of performing endoscopic retrograde cholangiopancreatography (ERCP) in the pediatric population; however, few have addressed the outcomes of children undergoing ERCP during acute pancreatitis (AP). We hypothesize that ERCP performed in the setting of AP can be executed with similar technical success and adverse event profiles to those in pediatric patients without pancreatitis. Using the Pediatric ERCP Database Initiative, a multi-national and multi-institutional prospectively collected dataset, we analyzed 1124 ERCPs. One hundred and ninety-four (17%) of these procedures were performed in the setting of AP. There were no difference in the procedure success rate, procedure time, cannulation time, fluoroscopy time, or American Society of Anesthesiology class despite patients with AP having higher American Society of Gastrointestinal Endoscopy grading difficulty scores. This study suggests that ERCP can be safely and efficiently performed in pediatric patients with AP when appropriately indicated.
This study examines the role of trainee involvement with pediatric endoscopic retrograde cholangiopancreatography (ERCP) and whether it affects the procedure's success, post-procedural adverse outcomes, and duration. A secondary analysis of the Pediatric ERCP Database Initiative, an international database, was performed. Consecutive ERCPs on children <19 years of age from 18 centers were entered prospectively into the database. In total 1124 ERCPs were entered into the database, of which 320 (28%) were performed by trainees. The results showed that the presence of trainees did not impact technical success ( P = 0.65) or adverse events rates ( P = 0.43). Rates of post-ERCP pancreatitis, pain, and bleeding were similar between groups ( P > 0.05). Fewer cases involving trainees were in the top quartile (>58 minutes) of procedural time (19% vs 26%; P = 0.02). Overall, our findings indicate trainee involvement in pediatric ERCP is safe.
Objectives Although pain management is central to pediatric chronic pancreatitis (CP) care, no evidence-based guidelines exist. In this scoping systematic review, we sought promising strategies for CP pain treatment in children. Methods We systematically reviewed literature on pain management in children and adults with CP, and 2 conditions with similar pain courses: juvenile idiopathic arthritis and sickle cell disease. Results Of 8997 studies identified, 287 met inclusion criteria. There are no published studies of analgesic medications, antioxidants, dietary modification, integrative medicine, or regional nerve blocks in children with CP. In adults with CP, studies of nonopioid analgesics, pancreatic enzymes, and dietary interventions have mixed results. Retrospective studies suggest that endoscopic retrograde cholangiopancreatography and surgical procedures, most durably total pancreatectomy with islet autotransplant, improve pain for children with CP. Follow-up was short relative to a child's life. Large studies in adults also suggest benefit from endoscopic therapy and surgery, but lack conclusive evidence about optimal procedure or timing. Studies on other painful pediatric chronic illnesses revealed little generalizable to children with CP. Conclusions No therapy had sufficient high-quality studies to warrant untempered, evidence-based support for use in children with CP. Multicenter studies are needed to identify pain management “best practices.”
The advent of ERCP began with diagnostic visualization of the pancreaticobiliary ducts in the 1970s.1 This innovation rapidly evolved to therapeutic utility that has progressively supplanted more invasive surgical interventions for a variety of biliary and pancreatic conditions, most notably choledocholithiasis and acquired strictures.2 The adoption of ERCP in pediatric medicine has mirrored that of other medical advances where utility and safety were first demonstrated in adult patients.
Objectives: Endoscopic retrograde cholangiopancreatography (ERCP) in adults has been extensively studied through multicenter prospective studies. Similar pediatric studies are lacking. The Pediatric ERCP Database Initiative (PEDI) is a multicenter collaborative aiming to evaluate the indications and technical outcomes in pediatric ERCPs. Methods: In this prospective cohort study, data were recorded for pediatric ERCPs performed across 15 centers. A pre-procedure, procedure, 2-week post-procedure follow-up, and adverse event form were completed for each ERCP performed. Univariate and stepwise linear regression was performed to identify factors associated with technically successful procedures and adverse events. Results: A total of 1124 ERCPs were performed on 857 patients from May 1, 2014 to May 1, 2018. The median age was 13.5 years [interquartile range (IQR) 9.0–15.7]. Procedures were technically successful in the majority of cases (90.5%) with success more commonly encountered for procedures with biliary indications [odds ratio (OR) 4.2] and less commonly encountered for native papilla anatomy (OR 0.4) and in children <3 years (OR 0.3). Cannulation was more often successful with biliary cannulation (95.9%) compared to pancreatic cannulation via the major papilla (89.6%, P < 0.0001) or minor papilla (71.2%, P < 0.0005). The most commonly identified adverse events included post-ERCP pancreatitis (5%), pain not related to post-ERCP pancreatitis (1.8%), and bleeding (1.2%). Risk factors for the development of each were identified. Conclusions: This large prospective study demonstrates that ERCP is reliable and safe in the pediatric population. It highlights the utility of PEDI in evaluating the technical outcomes of pediatric ERCPs and demonstrates the potential of PEDI for future studies in pediatric ERCPs.
ABSTRACT Background and Aims: Ionizing radiation exposure during endoscopic retrograde cholangiopancreatography (ERCP) is an important quality issue especially in children. We aim to identify factors associated with extended fluoroscopy time (FT) in children undergoing ERCP. Methods: ERCP on children <18 years from 15 centers were entered prospectively into a REDCap database from May 2014 until May 2018. Data were retrospectively evaluated for outcome and quality measures. A univariate and step-wise linear regression analysis was performed to identify factors associated with increased FT. Results: 1073 ERCPs performed in 816 unique patients met inclusion criteria. Median age was 12.2 years (interquartile range [IQR] 9.3–15.8). 767 (71%) patients had native papillae. The median FT was 120 seconds (IQR 60–240). Factors associated with increased FT included procedures performed on patients with chronic pancreatitis, ERCPs with American Society of Gastrointestinal Endoscopy (ASGE) difficulty grade >3, ERCPs performed by pediatric gastroenterologist (GI) with adult GI supervision, and ERCPs performed at non-free standing children's hospitals. Hispanic ethnicity was the only factor associated with lower FT. Conclusion: Several factors were associated with prolonged FTs in pediatric ERCP that differed from adult studies. This underscores that adult quality indicators cannot always be translated to pediatric patients. This data can better identify children with higher risk for radiation exposure and improve quality outcomes during pediatric ERCP.
OBJECTIVES:Although pain management is central to pediatric chronic pancreatitis (CP) care, no evidence-based guidelines exist. In this scoping systematic review, we sought promising strategies for CP pain treatment in children. METHODS:We systematically reviewed literature on pain management in children and adults with CP, and 2 conditions with similar pain courses: juvenile idiopathic arthritis and sickle cell disease. RESULTS:Of 8997 studies identified, 287 met inclusion criteria. There are no published studies of analgesic medications, antioxidants, dietary modification, integrative medicine, or regional nerve blocks in children with CP. In adults with CP, studies of nonopioid analgesics, pancreatic enzymes, and dietary interventions have mixed results. Retrospective studies suggest that endoscopic retrograde cholangiopancreatography and surgical procedures, most durably total pancreatectomy with islet autotransplant, improve pain for children with CP. Follow-up was short relative to a child's life. Large studies in adults also suggest benefit from endoscopic therapy and surgery, but lack conclusive evidence about optimal procedure or timing. Studies on other painful pediatric chronic illnesses revealed little generalizable to children with CP. CONCLUSIONS:No therapy had sufficient high-quality studies to warrant untempered, evidence-based support for use in children with CP. Multicenter studies are needed to identify pain management "best practices."
ABSTRACTBackground and Aims:Ionizing radiation exposure during endoscopic retrograde cholangiopancreatography (ERCP) is an important quality issue especially in children. We aim to identify factors associated with extended fluoroscopy time (FT) in children undergoing ERCP.Methods:ERCP on children <18 years from 15 centers were entered prospectively into a REDCap database from May 2014 until May 2018. Data were retrospectively evaluated for outcome and quality measures. A univariate and step‐wise linear regression analysis was performed to identify factors associated with increased FT.Results:1073 ERCPs performed in 816 unique patients met inclusion criteria. Median age was 12.2 years (interquartile range [IQR] 9.3–15.8). 767 (71%) patients had native papillae. The median FT was 120 seconds (IQR 60–240). Factors associated with increased FT included procedures performed on patients with chronic pancreatitis, ERCPs with American Society of Gastrointestinal Endoscopy (ASGE) difficulty grade >3, ERCPs performed by pediatric gastroenterologist (GI) with adult GI supervision, and ERCPs performed at non‐free standing children's hospitals. Hispanic ethnicity was the only factor associated with lower FT.Conclusion:Several factors were associated with prolonged FTs in pediatric ERCP that differed from adult studies. This underscores that adult quality indicators cannot always be translated to pediatric patients. This data can better identify children with higher risk for radiation exposure and improve quality outcomes during pediatric ERCP.
BACKGROUND AND AIMS:The management of suspected choledocholithiasis remains a challenge in pediatric endoscopy. Several recommendations are available for adult patients; however, it is unknown which pediatric patients are most likely to benefit from ERCP for evaluation of choledocholithiasis. The primary aim of this study was to evaluate adult-based criteria in the evaluation of pediatric patients with choledocholithiasis. A secondary aim was to evaluate the role of conjugated (or direct) bilirubin to improve the sensitivity of detecting choledocholithiasis. METHODS:This was a prospective multicenter study in pediatric patients as part of the Pediatric ERCP Database Initiative (PEDI) with additional post-hoc analysis of updated guidelines. Patients <19 years of age undergoing ERCP for suspected choledocholithiasis or gallstone pancreatitis were enrolled at participating sites. RESULTS:Ninety-five patients were enrolled (69 with choledocholithiasis confirmed at ERCP and 26 with no stones at ERCP). Adverse event rates were similar in both groups. Specificity ranged from 27% to 91% using adult guidelines, but a sensitivity of only 20% to 69%. The were no significant differences between the 2 groups using preprocedure transabdominal US (P = 1.0). Significant differences between groups were identified using either the total or conjugated bilirubin (P = .02). There was also a significant difference between the stone and no-stone groups when conjugated bilirubin was dichotomized to >2 mg/dL (P = .03). CONCLUSIONS:Abdominal imaging and laboratory indices may be used to predict pediatric choledocholithiasis with varying sensitivity and specificity. Pediatric-specific guidelines may allow for improved stone prediction compared with existing adult recommendations.
Background and aims Ionizing radiation exposure during endoscopic retrograde cholangiopancreatography (ERCP) is an important quality issue especially in children. We aim to identify factors associated with extended fluoroscopy time (FT) in children undergoing ERCP. Methods ERCP on children ≤18 years from 15 centers were entered prospectively into a REDCap database from 5/2014 until 5/2018. Data were retrospectively evaluated for outcome and quality measures. A univariate and step-wise linear regression analysis was performed to identify factors associated with increased FT. Results 1073 ERCPs performed in 816 unique patients met inclusion criteria. Median age was 12.2 years (IQR 9.3-15.8). 767 (71%) patients had native papillae. The median FT was 120 seconds (IQR 60-240). Factors associated with increased FT included procedures performed on patients with chronic pancreatitis, ERCPs with ASGE difficulty grade ≥3, ERCPs performed by Pediatric Gastroenterologist (GI) with Adult GI supervision, and ERCPs performed at non-free standing children's hospitals. Hispanic ethnicity was the only factor associated with lower FT. Conclusion Several factors were associated with prolonged FTs in pediatric ERCP that differed from adult studies. This underscores that adult quality indicators cannot always be translated to pediatric patients. This data can better identify children with higher risk for radiation exposure and improve quality outcomes during pediatric ERCP. An infographic is available for this article at:http://links.lww.com/MPG/C570.
Technological advances in the 21st century now allow detailed and safe endoscopic examination and therapy of the entire small bowel in children as well as adults. Capsule endoscopy and deep enteroscopy are valuable tools in the evaluation and management of children with suspected or confirmed diseases of the small bowel.
Background:Successful combined Laparoscopic cholecystectomy and endoscopic retrograde cholangiopancreatography (ERCP) in the Same Session (LESS) has been reported in several studies in adult patients with choledocholithiasis.Methods:This was a retrospective analysis of data collected prospectively in the Pediatric ERCP Database Initiative using REDCAP. Adverse events were recorded separately and were reviewed for this study. The primary outcome was the hospitalization days. Secondary outcomes included total duration of anesthesia, morbidity, time from diagnosis to procedure.Results:Twenty-five patients underwent LESS, and 42 underwent the traditional ERCP followed by laparoscopic cholecystectomy. The groups were similar in age, weight, ASA. The median length of stay in the LESS group was 3 days, compared with 4 days (P=.32). Total procedure time was similar between the 2 groups, but anesthesia time was shorter in the LESS group (P=.0401). Morbidity was similarly low between the 2 groups.Conclusions:Relative to 2 interventions, a single session combining ERCP and laparoscopic cholecystectomy in pediatric patients is effective with a similar adverse event rate and length of stay. The use of a single sedation and reduced total anesthesia time are potential benefits of this approach. This modality may be considered for pediatric patients with choledocholithiasis with or without hemolytic disease.
Objective:The aim of the study was to determine whether clinical characteristics and management of pediatric acute recurrent pancreatitis (ARP) and chronic pancreatitis (CP) differ across INSPPIRE (INternational Study Group of Pediatric Pancreatitis: In Search for a cuRE) sites.Study Design:Data were collected from INSPPIRE and analyzed per US regions and "non-US" sites. Between-group differences were compared by Pearson chi-square test. Differences in disease burden were compared by Kruskal-Wallis test.Results:Out of the 479 subjects, 121 (25%) were enrolled in West, 151 (32%) Midwest, 45 Northeast (9%), 78 (16%) South, and 84 (18%) at non-US sites. Hispanic ethnicity was more common in South (P<0.0001); white race in Northeast (P=0.009). CP was less common and time from diagnosis of first acute pancreatitis to CP was longer in children at non-US sites (P=0.0002 and P=0.011, respectively). Genetic mutations were most common among all groups; PRSS1 variants predominated in Midwest (P=0.002). Gallstones were more frequent in South (P=0.002). Endoscopic retrograde cholangiopancreatography (ERCP) and computed tomography (CT) imaging were more commonly utilized in United States compared with non-United States (P<0.0001), but there were no differences in the use of MRI/MRCP. Disease burden was highest in the West and Midwest, possibly as total pancreatectomy and islet autotransplantation (TPIAT) referral sites were located in these regions. All therapies were less commonly administered in non-US sites (P<0.0001).Conclusions:This is the first study to describe geographical variations in the INSPPIRE cohort, which possibly reflect variations in practice and referral patterns. The underlying reason behind the lower frequency of CP and fewer treatments in non-United States sites need to be further explored.