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2.
VideoGIE ; 6(8): 339-341, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34401625

RESUMEN

Video 1Hybrid APC for Barrett's esophagus.

3.
VideoGIE ; 5(12): 598-613, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33319126

RESUMEN

BACKGROUND AND AIMS: Artificial intelligence (AI)-based applications have transformed several industries and are widely used in various consumer products and services. In medicine, AI is primarily being used for image classification and natural language processing and has great potential to affect image-based specialties such as radiology, pathology, and gastroenterology (GE). This document reviews the reported applications of AI in GE, focusing on endoscopic image analysis. METHODS: The MEDLINE database was searched through May 2020 for relevant articles by using key words such as machine learning, deep learning, artificial intelligence, computer-aided diagnosis, convolutional neural networks, GI endoscopy, and endoscopic image analysis. References and citations of the retrieved articles were also evaluated to identify pertinent studies. The manuscript was drafted by 2 authors and reviewed in person by members of the American Society for Gastrointestinal Endoscopy Technology Committee and subsequently by the American Society for Gastrointestinal Endoscopy Governing Board. RESULTS: Deep learning techniques such as convolutional neural networks have been used in several areas of GI endoscopy, including colorectal polyp detection and classification, analysis of endoscopic images for diagnosis of Helicobacter pylori infection, detection and depth assessment of early gastric cancer, dysplasia in Barrett's esophagus, and detection of various abnormalities in wireless capsule endoscopy images. CONCLUSIONS: The implementation of AI technologies across multiple GI endoscopic applications has the potential to transform clinical practice favorably and improve the efficiency and accuracy of current diagnostic methods.

6.
Cell Mol Gastroenterol Hepatol ; 5(4): 569-590, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29930979

RESUMEN

BACKGROUND & AIMS: Effective therapeutic approaches are urgently required to tackle the alarmingly poor survival outcomes in esophageal adenocarcinoma (EAC) patients. EAC originates from within the intestinal-type metaplasia, Barrett's esophagus, a condition arising on a background of gastroesophageal reflux disease and associated inflammation. METHODS: This study used a druggable genome small interfering RNA (siRNA) screening library of 6022 siRNAs in conjunction with bioinformatics platforms, genomic studies of EAC tissues, somatic variation data of EAC from The Cancer Genome Atlas data of EAC, and pathologic and functional studies to define novel EAC-associated, and targetable, immune factors. RESULTS: By using a druggable genome library we defined genes that sustain EAC cell growth, which included an unexpected immunologic signature. Integrating Cancer Genome Atlas data with druggable siRNA targets showed a striking concordance and an EAC-specific gene amplification event associated with 7 druggable targets co-encoded at Chr6p21.1. Over-representation of immune pathway-associated genes supporting EAC cell growth included leukemia inhibitory factor, complement component 1, q subcomponent A chain (C1QA), and triggering receptor expressed on myeloid cells 2 (TREM2), which were validated further as targets sharing downstream signaling pathways through genomic and pathologic studies. Finally, targeting the triggering receptor expressed on myeloid cells 2-, C1q-, and leukemia inhibitory factor-activated signaling pathways (TYROBP-spleen tyrosine kinase and JAK-STAT3) with spleen tyrosine kinase and Janus-activated kinase inhibitor fostamatinib R788 triggered EAC cell death, growth arrest, and reduced tumor burden in NOD scid gamma mice. CONCLUSIONS: These data highlight a subset of genes co-identified through siRNA targeting and genomic studies of expression and somatic variation, specifically highlighting the contribution that immune-related factors play in support of EAC development and suggesting their suitability as targets in the treatment of EAC.

7.
Cell Mol Gastroenterol Hepatol ; 5(4): 461-478, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29713660

RESUMEN

The stratified squamous epithelium of the esophagus shows a proliferative basal layer of keratinocytes that undergo terminal differentiation in overlying suprabasal layers. Esophageal pathologies, including eosinophilic esophagitis, gastroesophageal reflux disease, Barrett's esophagus, squamous cell carcinoma, and adenocarcinoma, cause perturbations in the esophageal epithelial proliferation-differentiation gradient. Three-dimensional (3D) culture platforms mimicking in vivo esophageal epithelial tissue architecture ex vivo have emerged as powerful experimental tools for the investigation of esophageal biology in the context of homeostasis and pathology. Herein, we describe types of 3D culture that are used to model the esophagus, including organotypic, organoid, and spheroid culture systems. We discuss the development and optimization of various esophageal 3D culture models; highlight the applications, strengths, and limitations of each method; and summarize how these models have been used to evaluate the esophagus under homeostatic conditions as well as under the duress of inflammation and precancerous/cancerous conditions. Finally, we present future perspectives regarding the use of esophageal 3D models in basic science research as well as translational studies with the potential for personalized medicine.

8.
Cell Mol Gastroenterol Hepatol ; 4(3): 385-404, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28936470

RESUMEN

BACKGROUND & AIMS: Although cells comprising esophageal submucosal glands (ESMGs) represent a potential progenitor cell niche, new models are needed to understand their capacity to proliferate and differentiate. By histologic appearance, ESMGs have been associated with both overlying normal squamous epithelium and columnar epithelium. Our aim was to assess ESMG proliferation and differentiation in a 3-dimensional culture model. METHODS: We evaluated proliferation in human ESMGs from normal and diseased tissue by proliferating cell nuclear antigen immunohistochemistry. Next, we compared 5-ethynyl-2'-deoxyuridine labeling in porcine ESMGs in vivo before and after esophageal injury with a novel in vitro porcine organoid ESMG model. Microarray analysis of ESMGs in culture was compared with squamous epithelium and fresh ESMGs. RESULTS: Marked proliferation was observed in human ESMGs of diseased tissue. This activated ESMG state was recapitulated after esophageal injury in an in vivo porcine model, ESMGs assumed a ductal appearance with increased proliferation compared with control. Isolated and cultured porcine ESMGs produced buds with actively cycling cells and passaged to form epidermal growth factor-dependent spheroids. These spheroids were highly proliferative and were passaged multiple times. Two phenotypes of spheroids were identified: solid squamous (P63+) and hollow/ductal (cytokeratin 7+). Microarray analysis showed spheroids to be distinct from parent ESMGs and enriched for columnar transcripts. CONCLUSIONS: Our results suggest that the activated ESMG state, seen in both human disease and our porcine model, may provide a source of cells to repopulate damaged epithelium in a normal manner (squamous) or abnormally (columnar epithelium). This culture model will allow the evaluation of factors that drive ESMGs in the regeneration of injured epithelium. The raw microarray data have been uploaded to the National Center for Biotechnology Information Gene Expression Omnibus (accession number: GSE100543).

9.
Br J Nutr ; 117(9): 1323-1331, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-28571591

RESUMEN

The dietary inflammatory index (DIITM) is a novel composite score based on a range of nutrients and foods known to be associated with inflammation. DII scores have been linked to the risk of a number of cancers, including oesophageal squamous cell cancer and oesophageal adenocarcinoma (OAC). Given that OAC stems from acid reflux and that the oesophageal epithelium undergoes a metaplasia-dysplasia transition from the resulting inflammation, it is plausible that a high DII score (indicating a pro-inflammatory diet) may exacerbate risk of OAC and its precursor conditions. The aim of this analytical study was to explore the association between energy-adjusted dietary inflammatory index (E-DIITM) in relation to risk of reflux oesophagitis, Barrett's oesophagus and OAC. Between 2002 and 2005, reflux oesophagitis (n 219), Barrett's oesophagus (n 220) and OAC (n 224) patients, and population-based controls (n 256), were recruited to the Factors influencing the Barrett's Adenocarcinoma Relationship study in Northern Ireland and the Republic of Ireland. E-DII scores were derived from a 101-item FFQ. Unconditional logistic regression analysis was applied to determine odds of oesophageal lesions according to E-DII intakes, adjusting for potential confounders. High E-DII scores were associated with borderline increase in odds of reflux oesophagitis (OR 1·87; 95 % CI 0·93, 3·73), and significantly increased odds of Barrett's oesophagus (OR 2·05; 95 % CI 1·22, 3·47), and OAC (OR 2·29; 95 % CI 1·32, 3·96), when comparing the highest with the lowest tertiles of E-DII scores. In conclusion, a pro-inflammatory diet may exacerbate the risk of the inflammation-metaplasia-adenocarcinoma pathway in oesophageal carcinogenesis.


Asunto(s)
Adenocarcinoma/etiología , Esófago de Barrett/etiología , Dieta/efectos adversos , Neoplasias Esofágicas/etiología , Esofagitis Péptica/etiología , Inflamación/inducido químicamente , Adenocarcinoma/patología , Anciano , Estudios de Casos y Controles , Neoplasias Esofágicas/patología , Femenino , Análisis de los Alimentos , Humanos , Masculino , Persona de Mediana Edad
10.
Br J Nutr ; 117(8): 1151-1161, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28478792

RESUMEN

Knowledge about the association between alcohol and Barrett's oesophagus and reflux oesophagitis is conflicting. In this case-control study we evaluated the role of specific alcoholic beverages (red and white wine, beer and liquors) in 339 Barrett's oesophagus and 462 oesophagitis patients compared with 619 endoscopic controls with other disorders, recruited in twelve Italian endoscopic units. Data on alcohol and other individual characteristics were obtained from structured questionnaires. No clear, monotonic significant dose-response relationship was pointed out for red wine. However, a generalised U-shaped trend of Barrett's oesophagus/oesophagitis risk due to red wine consumption particularly among current drinkers was found. Similar results were also found for white wine. Liquor/spirit consumption seemed to bring about a 1·14-2·30 risk excess, although statistically non-significant, for current Barrett's oesophagus/oesophagitis drinkers. Statistically significant decreasing dose-response relationships were found in Barrett's oesophagus for frequency and duration of beer consumption. Similar, but less clear downward tendencies were also found for oesophagitis patients. In conclusion, although often not statistically significant, our data suggested a reduced risk of Barrett's oesophagus and oesophagitis with a low/moderate intake of wine and beer consumption. A non-significant increased risk of Barrett's oesophagus/oesophagitis was observed with a higher intake of any type of heavy alcohol consumption, but no conclusion can be drawn owing to the high number of non-spirit drinkers and to the small number of drinkers at higher alcohol intake levels.


Asunto(s)
Consumo de Bebidas Alcohólicas/efectos adversos , Esófago de Barrett/etiología , Esofagitis/etiología , Etanol/efectos adversos , Adulto , Anciano , Cerveza , Estudios de Casos y Controles , Esofagitis/patología , Femenino , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Factores de Riesgo , Vino
11.
Cell Mol Gastroenterol Hepatol ; 3(3): 359-366, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-28462378

RESUMEN

In The Cancer Genome Atlas the goals were to define how to treat advanced cancers with targeted therapy. However, the challenges facing cancer interception for early detection and prevention include length bias in which current screening and surveillance approaches frequently miss rapidly progressing cancers that then present at advanced stages in the clinic with symptoms (underdiagnosis). In contrast, many early detection strategies detect benign conditions that may never progress to cancer during a lifetime, and the patient dies of unrelated causes (overdiagnosis). This challenge to cancer interception is believed to be due to the speed at which the neoplasm evolves, called length bias sampling; rapidly progressing cancers are missed by current early detection strategies. In contrast, slowly or non-progressing cancers or their precursors are selectively detected. This has led to the concept of cancer interception, which can be defined as active interception of a biological process that drives cancer development before the patient presents in the clinic with an advanced, symptomatic cancer. The solutions needed to advance strategies for cancer interception require assessing the rate at which the cancer evolves over time and space. This is an essential challenge that needs to be addressed by robust study designs including normal and non-progressing controls when known to be appropriate.

12.
Dis Esophagus ; 30(3): 1-9, 2017 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-27766707

RESUMEN

Endoscopic therapy is the treatment of choice for high grade intraepithelial neoplasia (HGIN) or early cancer (≤T1sm1) in Barrett's esophagus (BE). We prospectively evaluated the effect of endoscopic treatment on quality of life (QOL) and fear of cancer (recurrence) and compared this with the effect of Barrett's surveillance or surgery. Patients treated endoscopically for early Barrett's neoplasia (n = 42, HGIN - T1sm1N0M0) were compared with three groups: patients with non-dysplastic BE undergoing surveillance (n = 44); patients treated surgically for early BE neoplasia (HGIN - T2N0M0, n = 21); patients treated surgically for advanced BE cancer (T1N1M0 - T3N1M0, n = 19). QOL (SF-36; EORTC-QLQ-C30; EORTC-QLQ-OES18) and fear of cancer recurrence (Worry of Cancer Scale [WOCS] and the Hospital Anxiety and Depression Scale [HADS]) were measured at baseline, 2 and 6 months after treatment. The endoscopic treatment group reported significantly better QOL in both physical and mental scales of SF-36 and EORTC-QLQ-C30 and less esophageal cancer related symptoms compared to both surgical groups. The endoscopic treatment group reported significant more worry for cancer recurrence (WOCS) compared to the early surgical group. Their scores on the WOCS were comparable with the scores of the advanced surgical group. Endoscopic treatment of early esophageal cancer has less negative impact on QOL and esophageal cancer symptoms than surgery. However, endoscopically treated patients worry as much about cancer recurrence as patients treated surgically for advanced cancer.


Asunto(s)
Esófago de Barrett/psicología , Neoplasias Esofágicas/psicología , Esofagoscopía/psicología , Miedo/psicología , Recurrencia Local de Neoplasia/psicología , Calidad de Vida , Adenocarcinoma/psicología , Adenocarcinoma/cirugía , Anciano , Esófago de Barrett/complicaciones , Esófago de Barrett/cirugía , Detección Precoz del Cáncer/psicología , Neoplasias Esofágicas/etiología , Neoplasias Esofágicas/cirugía , Esofagectomía/métodos , Esofagectomía/psicología , Esofagoscopía/métodos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Vigilancia de la Población/métodos , Periodo Posoperatorio , Estudios Prospectivos , Estudios Retrospectivos , Resultado del Tratamiento
15.
Cell Cycle ; 13(24): 3857-66, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25558829

RESUMEN

Barrett's esophagus (BE) is defined as an incomplete intestinal metaplasia characterized generally by the presence of columnar and goblet cells in the formerly stratified squamous epithelium of the esophagus. BE is known as a precursor for esophageal adenocarcinoma. Currently, the cell of origin for human BE has yet to be clearly identified. Therefore, we investigated the role of Notch signaling in the initiation of BE metaplasia. Affymetrix gene expression microarray revealed that BE samples express decreased levels of Notch receptors (NOTCH2 and NOTCH3) and one of the the ligands (JAG1). Furthermore, BE tissue microarray showed decreased expression of NOTCH1 and its downstream target HES1. Therefore, Notch signaling was inhibited in human esophageal epithelial cells by expression of dominant-negative-Mastermind-like (dnMAML), in concert with MYC and CDX1 overexpression. Cell transdifferentiation was then assessed by 3D organotypic culture and evaluation of BE-lineage specific gene expression. Notch inhibition promoted transdifferentiation of esophageal epithelial cells toward columnar-like cells as demonstrated by increased expression of columnar keratins (K8, K18, K19, K20) and glandular mucins (MUC2, MUC3B, MUC5B, MUC17) and decreased expression of squamous keratins (K5, K13, K14). In 3D culture, elongated cells were observed in the basal layer of the epithelium with Notch inhibition. Furthermore, we observed increased expression of KLF4, a potential driver of the changes observed by Notch inhibition. Interestingly, knockdown of KLF4 reversed the effects of Notch inhibition on BE-like metaplasia. Overall, Notch signaling inhibition promotes transdifferentiation of esophageal cells toward BE-like metaplasia in part via upregulation of KLF4. These results support a novel mechanism through which esophageal epithelial transdifferentiation promotes the evolution of BE.


Asunto(s)
Esófago/patología , Factores de Transcripción de Tipo Kruppel/metabolismo , Receptores Notch/metabolismo , Esófago de Barrett/metabolismo , Esófago de Barrett/patología , Proteínas de Unión al Calcio/química , Proteínas de Unión al Calcio/metabolismo , Técnicas de Cultivo de Célula , Línea Celular , Transdiferenciación Celular , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Células Epiteliales/citología , Células Epiteliales/metabolismo , Esófago/citología , Regulación de la Expresión Génica , Proteínas de Homeodominio/genética , Proteínas de Homeodominio/metabolismo , Humanos , Péptidos y Proteínas de Señalización Intercelular/química , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Proteína Jagged-1 , Queratinas/metabolismo , Factor 4 Similar a Kruppel , Factores de Transcripción de Tipo Kruppel/antagonistas & inhibidores , Factores de Transcripción de Tipo Kruppel/genética , Proteínas de la Membrana/química , Proteínas de la Membrana/metabolismo , Metaplasia , Mucinas/metabolismo , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Interferencia de ARN , Receptores Notch/antagonistas & inhibidores , Proteínas Serrate-Jagged , Transducción de Señal , Análisis de Matrices Tisulares , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
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