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1.
J Pediatr Gastroenterol Nutr ; 78(2): 304-312, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38374551

RESUMEN

OBJECTIVES: Eosinophil-derived neurotoxin (EDN) is a viable marker of eosinophilic esophagitis (EoE) disease activity. We studied the utility of measuring EDN from esophageal epithelial brushings for diagnosing EoE, focusing on two scenarios: (1) cases of exclusive distal eosinophilia and (2) cases of discrepancy between endoscopy and histology. METHODS: Records of patients who underwent esophagogastroduodenoscopy (EGD) with EDN measured via esophageal brushings at Arnold Palmer Hospital for Children in Orlando, Florida from January 2014 to October 2018 were retrospectively reviewed. Demographics, clinical, endoscopic, and histologic data were collected. RESULTS: We reviewed 231 patient records (66.7% male, mean age 10.3 years, range 1-22 years). EDN values correlated with endoscopic reference score (EREFS) and peak eosinophil count (PEC) (Spearman's rho = 0.756 (p < 0.001) and 0.824 (p < 0.001) respectively). Average PEC, EREFS, and EDN concentrations were higher in patients with active EoE than in controls or patients with EoE in remission (inactive). When grouping patients based on esophageal eosinophilia distribution, EDN mirrored PEC, and EREFS. Patients with exclusive distal eosinophilia had lower EDN concentrations than those with eosinophilia in >1 level of the esophagus (23.8 ± 46.1 mcg/mL vs. 171.3 ± 205.8 mcg/mL respectively, p < 0.001). EDN values were more consistent with EREFS in cases of discrepancies between endoscopic findings and pathology (p < 0.001). CONCLUSION: EDN measured in esophageal brushing samples reflects disease activity objectively and accurately. It also offers significant value in cases of exclusive distal esophageal eosinophilia and when discrepancies exist between endoscopy and histology.


Asunto(s)
Enteritis , Neurotoxina Derivada del Eosinófilo , Eosinofilia , Esofagitis Eosinofílica , Gastritis , Adolescente , Adulto , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Adulto Joven , Neurotoxina Derivada del Eosinófilo/química , Neurotoxina Derivada del Eosinófilo/metabolismo , Eosinofilia/diagnóstico , Eosinofilia/patología , Esofagitis Eosinofílica/diagnóstico , Esofagitis Eosinofílica/patología , Eosinófilos/patología , Estudios Retrospectivos
2.
J Pediatr Gastroenterol Nutr ; 78(6): 1329-1336, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38562024

RESUMEN

OBJECTIVES: Eosinophilic esophagitis (EoE) is often diagnosed in school-age children between 6- and 9-year-old. There is less known about those who are diagnosed with EoE that are younger than 6 years old. The objective of this study is to compare clinical presentation, comorbidities, and outcomes based on age at diagnosis of EoE. METHODS: Single-center retrospective chart review of children (<18 years) diagnosed with EoE between 2005 and 2020. We recorded demographics, clinical presentation, family history, past medical history, treatment, and endoscopic findings. Children in this cohort were classified based on age into three age groups: <2 years, 2-<6 years, and 6-<18 years. RESULTS: We identified 256 children with EoE, the mean age (SD) at the time of diagnosis was 9 (5.2) years and 184 (72%) were male. We had 164 (64%) patients with available follow-up esophagogastroduodenoscopies (EGDs) data (495 EGDs in total) of those 99/164 (60%) reached mucosal remission. In the very young children (<2 years) vomiting was the most common presentation, while poor weight gain was seen more in the 2-<6-year group in comparison to the >6-years. Food impaction and abdominal pain were most likely to present in older children 6-18 years. Combination therapy, as opposed to a single therapy, induced remission at a higher frequency in the <6-year group in comparison to the 6-<18-year group (85% vs. 66%). CONCLUSION: EoE should be considered in younger children presenting with feeding difficulty and poor weight gain. Combination therapy seems to be more effective in younger children with EoE, but further studies with bigger sample size are needed to study the efficacy of the different combination therapies.


Asunto(s)
Esofagitis Eosinofílica , Humanos , Esofagitis Eosinofílica/epidemiología , Esofagitis Eosinofílica/terapia , Esofagitis Eosinofílica/diagnóstico , Niño , Masculino , Femenino , Estudios Retrospectivos , Preescolar , Adolescente , Factores de Edad , Lactante , Endoscopía del Sistema Digestivo/estadística & datos numéricos
3.
Mod Pathol ; 36(10): 100285, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37474003

RESUMEN

We have developed an artificial intelligence (AI)-based digital pathology model for the evaluation of histologic features related to eosinophilic esophagitis (EoE). In this study, we evaluated the performance of our AI model in a cohort of pediatric and adult patients for histologic features included in the Eosinophilic Esophagitis Histologic Scoring System (EoEHSS). We collected a total of 203 esophageal biopsy samples from patients with mucosal eosinophilia of any degree (91 adult and 112 pediatric patients) and 10 normal controls from a prospectively maintained database. All cases were assessed by a specialized gastrointestinal (GI) pathologist for features in the EoEHSS at the time of original diagnosis and rescored by a central GI pathologist (R.K.M.). We subsequently analyzed whole-slide image digital slides using a supervised AI model operating in a cloud-based, deep learning AI platform (Aiforia Technologies) for peak eosinophil count (PEC) and several histopathologic features in the EoEHSS. The correlation and interobserver agreement between the AI model and pathologists (Pearson correlation coefficient [rs] = 0.89 and intraclass correlation coefficient [ICC] = 0.87 vs original pathologist; rs = 0.91 and ICC = 0.83 vs central pathologist) were similar to the correlation and interobserver agreement between pathologists for PEC (rs = 0.88 and ICC = 0.91) and broadly similar to those for most other histologic features in the EoEHSS. The AI model also accurately identified PEC of >15 eosinophils/high-power field by the original pathologist (area under the curve [AUC] = 0.98) and central pathologist (AUC = 0.98) and had similar AUCs for the presence of EoE-related endoscopic features to pathologists' assessment. Average eosinophils per epithelial unit area had similar performance compared to AI high-power field-based analysis. Our newly developed AI model can accurately identify, quantify, and score several of the main histopathologic features in the EoE spectrum, with agreement regarding EoEHSS scoring which was similar to that seen among GI pathologists.

4.
J Pediatr Gastroenterol Nutr ; 76(4): 475-479, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-36720112

RESUMEN

OBJECTIVES: Patients with inflammatory bowel disease (IBD) frequently have extraintestinal manifestations. The goal of this pilot study was to assess exocrine pancreatic function in cases with suspicion for or an established diagnosis of IBD. METHODS: Direct stimulated endoscopic pancreatic function test (ePFT) was performed in 74 children with IBD, in both newly diagnosed and established cases. Demographic, clinical, and laboratory parameters were entered into a database and analyzed. RESULTS: Among the 74 children, 49 were newly diagnosed and 25 had an established diagnosis of IBD. A majority had the diagnosis of Crohn disease (CD) (n = 48; 32 new and 16 established cases) with male predominance (64.6%). Altogether, 42 (56.7%) children had either generalized or partial exocrine pancreatic insufficiency (EPI). Twenty-four of the 48 CD children (50%) had abnormal ePFT. In those with ulcerative colitis (UC), 18 of the 26 (62.9%) had abnormal ePFT. The highest abnormality rate was in lipase enzyme activity. Weight z scores were significantly lower in those with abnormal ePFT (Crohn cases: P = 0.008; UC cases: P = 0.046). Peak protein concentration in collected pancreatic fluid was significantly lower in children with CD who had abnormal ePFT ( P = 0.013). CONCLUSIONS: This pilot study revealed a relatively high prevalence of EPI in children with IBD through use of ePFT. EPI can result in maldigestion, with decreased capacity to digest fat. Further prospective studies are needed to assess need and efficacy of pancreatic enzyme replacement therapy in children with IBD and abnormal ePFT.


Asunto(s)
Colitis Ulcerosa , Enfermedad de Crohn , Insuficiencia Pancreática Exocrina , Enfermedades Inflamatorias del Intestino , Humanos , Niño , Masculino , Femenino , Prevalencia , Proyectos Piloto , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/diagnóstico , Colitis Ulcerosa/diagnóstico , Insuficiencia Pancreática Exocrina/diagnóstico , Insuficiencia Pancreática Exocrina/epidemiología , Insuficiencia Pancreática Exocrina/etiología
5.
J Pediatr Gastroenterol Nutr ; 76(1): 20-24, 2023 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-36574000

RESUMEN

OBJECTIVES: Coffee and caffeinated products have been widely consumed for many centuries. Previous adult studies have suggested that both coffee and decaffeinated beverages induce colonic motility. However, no study has been conducted in pediatrics, and the role of caffeine alone in pediatric colonic motility needs to be explored. METHODS: A prospective study of pediatric patients undergoing standard colonic motility testing that were able to consume caffeinated coffee, decaffeinated coffee, and caffeine tablet during colonic manometry. Patients who had a gastrocolonic reflex and high amplitude propagated contractions (HAPCs) in response to intraluminal administration of bisacodyl in the colon were included in the final analyses. RESULTS: Thirty-eight patients were recruited, 22 of which were excluded, 11 due to abnormal studies (no HAPC seen in response to intraluminal response to bisacodyl), and 11 due to inability to consume all study agents or complete the study. Sixteen patients met criteria for final analyses. Intracolonic bisacodyl produced a larger area under the curve (AUC) compared to all other agents. Caffeinated coffee resulted in a higher AUC, motility index (MI), and time to HAPC compared with decaffeinated coffee ( P < 0.05). There was no significant difference between caffeinated coffee and caffeine tablet, or caffeine tablet and decaffeinated coffee. CONCLUSIONS: Caffeine is indeed a colonic stimulant; however, other components of caffeinated and non-caffeinated beverages likely induce colonic response and require further evaluation for possible use as a colonic stimulant.


Asunto(s)
Cafeína , Café , Adulto , Humanos , Niño , Cafeína/farmacología , Bisacodilo/farmacología , Estudios Prospectivos , Colon , Manometría/métodos
6.
Pancreatology ; 22(1): 142-147, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34753657

RESUMEN

BACKGROUND/OBJECTIVES: Within the last two decades, an increased incidence of acute pancreatitis (AP) has been reported in childhood, with some progressing to acute recurrent pancreatitis (ARP) or chronic pancreatitis (CP). Training future pancreatologists is critical to improve the care of children with pancreatic diseases. There are no studies to assess whether the pediatric gastroenterology (GI) fellowship curriculum prepares specialists to care for children with pancreatic diseases. METHODS: An electronic survey was distributed to all North American Pediatric Gastroenterology Fellows. The survey included 31 questions on pancreatology training including academic resources, research experience, clinical exposure, clinical confidence, and career plans. RESULTS: A total of 112 (25.8%) fellows responded from 41 (41/72, 56.9%) training centers in North America. Pancreas-specific didactic lectures were reported by 90.2% (n = 101); 49.5% (50/101) had at least quarterly or monthly lectures. Clinical confidence (Likert 4-5) was highest in managing and treating AP (94.6% and 93.8% respectively), relatively lower for ARP (84.8% and 71.4%) and lowest for CP (63.4% and 42.0%). Confidence in diagnosing both ARP and CP was associated with the variety of pancreatic diseases seen (p < 0.001) and total number of patients followed over a 6 month period (p = 0.04). Nine (8%) reported interest in specializing in pancreatology, 12 (10.7%) in pursuing research in the pancreatology. CONCLUSIONS: Trainee confidence is highest in managing AP, lowest in CP, and seems to be directly correlated with the variety of pancreatic diseases and number of patients followed. Continued commitment is necessary to foster training of the next generation of pediatric pancreatologists.


Asunto(s)
Becas , Gastroenterología/educación , Pediatría/educación , Niño , Competencia Clínica , Humanos , América del Norte , Enfermedades Pancreáticas/diagnóstico , Enfermedades Pancreáticas/terapia , Encuestas y Cuestionarios
7.
J Pediatr Gastroenterol Nutr ; 74(4): 454-459, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35045561

RESUMEN

OBJECTIVES: To evaluate the efficacy of transanal irrigation (TAI) in pediatric patients with neurogenic bowel dysfunction (NBD) who were treatment naïve to catheter-based TAI using Peristeen device (Coloplast). METHODS: Prospective recruitment of patients with NBD who were unsatisfied with their bowel regimen or had no bowel regimen in place, were assessed using the neurogenic bowel dysfunction score (NBDS) before initiating treatment (Time 0) with Peristeen. NBDS scores were reassessed twice: within the first 6 months (Time 1) of initiation of Peristeen and again after greater than 6 months of usage with Peristeen (Time 2). RESULTS: Over a 26-month period, 104 patients with NBD were enrolled. Mean age was 10.6 years ± 4.7 (range 3-18 years). The NBDS at Time 1 had an average reduction of 14 points from the original score. A similar trajectory was seen at Time 2, with an average reduction of 13 points from original score. There was a statistically significant decrease of 14 points, P < 0.001 at Time 1 and this response was sustained at Time 2 with a statistically significant decrease in scores from initiation by 13 points, P < 0.001. Improved patient satisfaction and quality of life with Peristeen was seen at Time 1 and Time 2. CONCLUSION: Our results suggest that Peristeen can improve quality of life in pediatric patients with NBD. Significant improvement in NBDS occurred in our pediatric patients with NBD when initiated on Peristeen. Lower scores were seen at both Time 1 and Time 2, which indicated an improvement in their overall NBD.


Asunto(s)
Incontinencia Fecal , Intestino Neurogénico , Adolescente , Niño , Preescolar , Incontinencia Fecal/terapia , Humanos , Intestinos , Intestino Neurogénico/etiología , Intestino Neurogénico/terapia , Calidad de Vida , Irrigación Terapéutica/métodos
8.
J Pediatr Gastroenterol Nutr ; 74(2): 267-271, 2022 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-34321427

RESUMEN

OBJECTIVES: There are no tests or patient factors to help predict the best treatment approach for a patient with eosinophilic esophagitis (EoE). The prevalence of proton-pump inhibitor (PPI) responsive EoE in children ranges from 30% to 71% with multiple studies showing similar characteristics in responders and nonresponders. Eosinophil-derived neurotoxin (EDN), an eosinophilic granule protein, measured in esophageal brushing has been shown to be a viable measure of disease activity in EoE. Our aim is to determine if EDN can help predict response to PPI in pediatric patients with EoE. METHODS: We conducted a prospective cross-sectional study to compare EDN between PPI-responsive and PPI-nonresponsive EoE subjects from 2018 through 2020. Enrolled patients with active EoE were treated with high-dose PPI and underwent repeat endoscopy to determine PPI-responsiveness. EDN was measured at baseline endoscopy, before any treatment, and at follow up endoscopy, after PPI therapy. Subjects were divided into PPI-responsive and nonresponsive groups. EDN, endoscopic reference score (EREFS), and peak eosinophilic count (PEC) were compared. RESULTS: Fifteen out of the 36 enrolled subjects with EoE (age range 2-18 years, 73.3% male) were PPI-responsive and 21 (age range 2-19 years, 95.2% male) were PPI-nonresponsive. EDN concentration was significantly higher in the PPI-nonresponsive group than in the PPI-responsive group (219.1 ±â€Š229 mcg/mL vs 75.7 ±â€Š60 mcg/mL, respectively, P = 0.036). There was no difference between the two groups in EREFS (P = 0.55) or PEC (P = 0.15). CONCLUSIONS: EDN measured in esophageal epithelial samples obtained by brushing during endoscopy may predict PPI-responsiveness in children and young adults with EoE.


Asunto(s)
Esofagitis Eosinofílica , Inhibidores de la Bomba de Protones , Adolescente , Niño , Preescolar , Estudios Transversales , Neurotoxina Derivada del Eosinófilo , Esofagitis Eosinofílica/tratamiento farmacológico , Femenino , Humanos , Masculino , Estudios Prospectivos , Inhibidores de la Bomba de Protones/uso terapéutico , Adulto Joven
9.
J Pediatr Gastroenterol Nutr ; 72(4): 514-519, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33399332

RESUMEN

OBJECTIVES: The COVID-19 pandemic has significantly affected graduate medical education with redistribution of trainees, altered clinical care, and decreased research. For graduating trainees, there remains concern that financial stability of health systems will affect the availability of new positions and hiring practices. This survey aims to evaluate the pandemic's impact from pediatric gastroenterology fellows' perspectives. METHODS: An anonymous survey was distributed by e-mail from June 11 to July 1, 2020 to all North American pediatric gastroenterology and advanced training fellows. The survey was tailored for the fellows' year of training including questions on education, clinical experience, research, and job outlook. RESULTS: Of the 434 pediatric gastroenterology fellows, 145 completed the survey. Of all respondents, negative impact was reported in 52% on clinical training, 46% research projects, and 41% procedural confidence. A majority (93%) of third-year respondents had a job contract signed at the time of the survey; however, 18% of those contracts were subsequently altered with 5 respondents having job contracts rescinded due to hiring freezes. Fifty-four percent of first- and second-year fellow respondents reported concern regarding finding a job with the majority being second-year fellows (78%). CONCLUSIONS: The COVID-19 pandemic continues to affect the medical system and healthcare professionals. This survey identified significant impact on job acquisition for graduating pediatric gastroenterology fellows and other critical components of training, which are likely applicable to other pediatric trainees. The survey results raise questions about potential strategies to improve medical education and job search success for graduating trainees.


Asunto(s)
COVID-19 , Educación de Postgrado en Medicina , Empleo , Becas , Gastroenterología/educación , Pandemias , Niño , Contratos , Humanos , Pediatría , Investigación , SARS-CoV-2 , Autoimagen , Encuestas y Cuestionarios
10.
J Pediatr Gastroenterol Nutr ; 71(3): 292-297, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32404764

RESUMEN

OBJECTIVES: Children with fecal incontinence and constipation can be classified into 3 groups: neurogenic bowel dysfunction (NBD) related to spinal cord defects (NBD), refractory constipation (RC), or anorectal malformations (ARMs). The transanal irrigation (TAI) device (Peristeen) was approved in 2012 by the Food and Drug Administration. This system uses a pump rather than gravity to instill water as a colonic irrigant and uses balloon occlusion of the rectum. Our aim was to evaluate the effectiveness of TAI (Peristeen) in children who failed to respond to conservative measures for stool incontinence and constipation. METHODS: Retrospective study of 147 patients prescribed TAI between January 2014 and January 2020. Data collected included demographics, prior bowel regimen, symptoms before and after, patient satisfaction scores, and NBD scores. RESULTS: Of the 147 patients initiated, 114 remain active users (13 lost to follow-up and 20 discontinued use). Multiple bowel regimens including laxatives (n = 139), cone enema (n = 40), and cecostomy (n = 7) were tried previously. The majority of our patients (n = 85) have NBD, primarily spina bifida, followed by RC (n = 43), and ARM (n = 19). For all patient groups, there was significant improvement in symptoms of fecal incontinence and constipation (P ≤ 0.001). Abdominal pain was improved in the NBD and RC group, but not significantly in the ARM group. CONCLUSIONS: We provide a single-center review of a large pediatric cohort using TAI (Peristeen) for management of fecal incontinence and constipation. Peristeen offered significant improvement in patients with NBD, RC, and ARM.


Asunto(s)
Incontinencia Fecal , Niño , Estreñimiento/etiología , Estreñimiento/terapia , Enema , Incontinencia Fecal/etiología , Incontinencia Fecal/terapia , Humanos , Estudios Retrospectivos , Irrigación Terapéutica
11.
J Pediatr Gastroenterol Nutr ; 68(6): 854-860, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30889125

RESUMEN

OBJECTIVES: Among the 3 lines of pancreatic enzymes, amylase secretion develops last and it is not detected in duodenal aspirates of infants in the first month after birth. The aim of this study was to assess the prevalence and symptoms of isolated amylase deficiency in children. METHODS: During a 6-year period, we performed endoscopic pancreatic function tests (ePFT) in 712 children. Isolated amylase deficiency was defined as activity that was below the third percentile of our referenced population with normal lipase and protease activities. RESULTS: Seventy-two children between age 0.21 and 15.7 years (boys, n = 35) had isolated amylase deficiency. The highest prevalence of isolated amylase deficiency was found in patients less than 6 months of age (52.9%). From 6 months to 1 year of age, the prevalence was 40%. The prevalence gradually decreased until 18 months. Failure to thrive, poor weight gain, diarrhea, and abdominal bloating were the most frequent indications for ePFT. Eleven children had repeat ePFT after initial diagnosis and 6 had normal enzyme activity, whereas 5 had remained amylase-deficient an average of 1.65 years later. CONCLUSIONS: The prevalence of selective amylase deficiency was 10.1% in the 712 children who underwent ePFT with the suspicion of malabsorption. Low amylase activity is "physiologic" in infants <6 months of age, however, this study supports that it should be considered in the differential diagnosis in children older than 6 months of age.


Asunto(s)
Amilasas/deficiencia , Enfermedades Pancreáticas/epidemiología , Dolor Abdominal/diagnóstico , Dolor Abdominal/epidemiología , Dolor Abdominal/etiología , Adolescente , Niño , Preescolar , Diagnóstico Diferencial , Diarrea/diagnóstico , Diarrea/epidemiología , Diarrea/etiología , Insuficiencia de Crecimiento/diagnóstico , Insuficiencia de Crecimiento/epidemiología , Insuficiencia de Crecimiento/etiología , Femenino , Humanos , Lactante , Síndromes de Malabsorción/diagnóstico , Síndromes de Malabsorción/epidemiología , Síndromes de Malabsorción/etiología , Masculino , Enfermedades Pancreáticas/complicaciones , Enfermedades Pancreáticas/diagnóstico , Pruebas de Función Pancreática , Prevalencia , Estudios Retrospectivos
12.
Front Pediatr ; 10: 909648, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36245741

RESUMEN

The pancreas has both endocrine and exocrine function and plays an important role in digestion and glucose control. Understanding the development of the pancreas, grossly and microscopically, and the genetic factors regulating it provides further insight into clinical problems that arise when these processes fail. Animal models of development are known to have inherent issues when understanding human development. Therefore, in this review, we focus on human studies that have reported gross and microscopic development including acinar-, ductal-, and endocrine cells and the neural network. We review the genes and transcription factors involved in organ formation using data from animal models to bridge current understanding where necessary. We describe the development of exocrine function in the fetus and postnatally. A deeper review of the genes involved in pancreatic formation allows us to describe the development of the different groups (proteases, lipids, and amylase) of enzymes during fetal life and postnatally and describe the genetic defects. We discuss the constellation of gross anatomical, as well as microscopic defects that with genetic mutations lead to pancreatic insufficiency and disease states.

13.
Front Pediatr ; 10: 908542, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36452348

RESUMEN

The exocrine pancreas plays an important role in digestion. Understanding of the physiology and regulation of exocrine function provides insight into disease processes and basis of functional testing. Specifically, exocrine pancreatic insufficiency (EPI) can cause maldigestion and thus a proper assessment of exocrine pancreatic function is important. There are indirect and direct methods for evaluating pancreatic function. Indirect methods are varied and include stool, serum, urine, and breath tests. Fecal elastase is a commonly used indirect test today. Direct methods involve stimulated release of pancreatic fluid that is collected from the duodenum and analyzed for enzyme activity. The most used direct test today is the endoscopic pancreatic function test. Indirect pancreatic function testing is limited in identifying cases of mild to moderate EPI, and as such in these cases, direct testing has higher sensitivity and specificity in diagnosing EPI. This review provides a comprehensive guide to indirect and direct pancreatic function tests as well as an in-depth look at exocrine pancreatic function including anatomy, physiology, and regulatory mechanisms.

14.
J Pathol Inform ; 13: 100144, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36268110

RESUMEN

Background: In an attempt to provide quantitative, reproducible, and standardized analyses in cases of eosinophilic esophagitis (EoE), we have developed an artificial intelligence (AI) digital pathology model for the evaluation of histologic features in the EoE/esophageal eosinophilia spectrum. Here, we describe the development and technical validation of this novel AI tool. Methods: A total of 10 726 objects and 56.2 mm2 of semantic segmentation areas were annotated on whole-slide images, utilizing a cloud-based, deep learning artificial intelligence platform (Aiforia Technologies, Helsinki, Finland). Our training set consisted of 40 carefully selected digitized esophageal biopsy slides which contained the full spectrum of changes typically seen in the setting of esophageal eosinophilia, ranging from normal mucosa to severe abnormalities with regard to each specific features included in our model. A subset of cases was reserved as independent "test sets" in order to assess the validity of the AI model outside the training set. Five specialized experienced gastrointestinal pathologists scored each feature blindly and independently of each other and of AI model results. Results: The performance of the AI model for all cell type features was similar/non-inferior to that of our group of GI pathologists (F1-scores: 94.5-94.8 for AI vs human and 92.6-96.0 for human vs human). Segmentation area features were rated for accuracy using the following scale: 1. "perfect or nearly perfect" (95%-100%, no significant errors), 2. "very good" (80%-95%, only minor errors), 3. "good" (70%-80%, significant errors but still captures the feature well), 4. "insufficient" (less than 70%, significant errors compromising feature recognition). Rating scores for tissue (1.01), spongiosis (1.15), basal layer (1.05), surface layer (1.04), lamina propria (1.15), and collagen (1.11) were in the "very good" to "perfect or nearly perfect" range, while degranulation (2.23) was rated between "good" and "very good". Conclusion: Our newly developed AI-based tool showed an excellent performance (non-inferior to a group of experienced GI pathologists) for the recognition of various histologic features in the EoE/esophageal mucosal eosinophilia spectrum. This tool represents an important step in creating an accurate and reproducible method for semi-automated quantitative analysis to be used in the evaluation of esophageal biopsies in this clinical context.

15.
Endosc Int Open ; 9(6): E853-E862, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-34079867

RESUMEN

Background and study aims Endoscopic ultrasound (EUS)-guided tissue sampling is the standard of care for diagnosing solid pancreatic lesions. While many two-way comparisons between needle types have been made in randomized controlled trials (RCTs), it is unclear which size and type of needle offers the best probability of diagnosis. We therefore performed a network meta-analysis (NMA) to compare different sized and shaped needles to rank the diagnostic performance of each needle. Methods We searched MEDLINE, EMBASE and Cochrane Library databases through August, 2020 for RCTs that compared the diagnostic accuracy of EUS fine-needle aspiration (FNA) and biopsy (FNB) needles in solid pancreatic masses. Using a random-effects NMA under the frequentist framework, RCTs were analyzed to identify the best needle type and sampling technique. Performance scores (P-scores) were used to rank the different needles based on pooled diagnostic accuracy. The NMA model was used to calculate pairwise relative risk (RR) with 95 % confidence intervals. Results Review of 2577 studies yielded 29 RCTs for quantitative synthesis, comparing 13 different needle types. All 22G FNB needles had an RR > 1 compared to the reference 22G FNA (Cook) needle. The highest P-scores were seen with the 22G Medtronic FNB needle (0.9279), followed by the 22G Olympus FNB needle (0.8962) and the 22G Boston Scientific FNB needle (0.8739). Diagnostic accuracy was not significantly different between needles with or without suction. Conclusions In comparison to FNA needles, FNB needles offer the highest diagnostic performance in sampling pancreatic masses, particularly with 22G FNB needles.

17.
Pancreas ; 49(3): 336-340, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-32132515

RESUMEN

OBJECTIVES: The recent decrease seen in pancreatic research and young investigator involvement may reflect inadequate mentorship. This study aimed to describe the current state of mentorship in pancreatic research and evaluate how mentorship is associated with research productivity. METHODS: In this prospective study, a survey addressing mentorship and research was distributed to trainees worldwide. Survey responses were analyzed using descriptive statistics and logistic regression was used to describe the association between mentorship and trainee research productivity. RESULTS: A total of 137 trainees from 16 countries participated. Although two-thirds of trainees expressed interest in pancreatic research and had identified a mentor in the field, only 34.8% had published a manuscript. Barriers to pancreatic research included lack of research opportunities (58.3%), limited mentorship (23.3%), and inadequate institutional support (15%). Although having a single mentor was not associated with research productivity (odds ratio, 1.43; 95% confidence interval, 0.74-2.76), having a local mentor was significantly associated with publishing (odds ratio, 4.57; 95% confidence interval, 1.95-10.74). CONCLUSIONS: Although many trainees interested in pancreatology have access to a mentor, barriers including lack of research opportunities, mentorship, and institutional support hinder trainee productivity. Opportunities for mentorship, collaboration, and networking are needed.


Asunto(s)
Investigación Biomédica/educación , Educación de Postgrado en Medicina , Gastroenterólogos/educación , Gastroenterología/educación , Mentores , Enfermedades Pancreáticas , Investigadores/educación , Adulto , Selección de Profesión , Eficiencia , Femenino , Humanos , Internado y Residencia , Masculino , Enfermedades Pancreáticas/diagnóstico , Enfermedades Pancreáticas/fisiopatología , Enfermedades Pancreáticas/terapia , Estudios Prospectivos , Encuestas y Cuestionarios
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