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Clinical features of obscure gastrointestinal bleeding undergoing capsule endoscopy: A retrospective cohort study. PLoS One 2022; 17:e0265903. [PMID: 35324984 PMCID: PMC8947120 DOI: 10.1371/journal.pone.0265903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 03/09/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Capsule endoscopy has been widely used to investigate obscure gastrointestinal bleeding (OGIB) in the small intestine since its approval in 2001. However, the clinical features of OGIB remain unclear.
Aim
We retrospectively examined the clinical features and risk factors of OGIB in patients who underwent capsule endoscopy in our hospital.
Methods
We included 420 of the 431 patients who underwent capsule endoscopy from June 2014 to May 2021, in whom the small intestine could be observed. We retrospectively compared the clinical features and treatment of OGIB cases, with or without active small bowel bleeding (n = 173), with other cases (n = 247). Patient sex, age, diabetes mellitus, and heart failure histories were matched for the analysis.
Results
The male/female ratio was 247/173 and the average age was 51.54 years. In multivariate analysis, the use of direct oral anticoagulants was significant (P = 0.016), and vascular lesions (P = 0.018) were observed in OGIB cases. When OGIB cases with and without active small bowel bleeding were compared, serum albumin level was lower in cases with active bleeding (P = 0.031). When treatment of OGIB cases were compared, those without vascular lesions could be treated conservatively (P = 0.0047). In the 1:1 propensity score matching analysis, serum creatinine level was elevated in cases of active bleeding (P = 0.029), and cases without vascular lesions were treated conservatively (P = 0.010).
Conclusions
Use of direct oral anticoagulants is frequently associated with OGIB. OGIB patients without vascular lesions may be treated conservatively.
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Ribeiro T, Saraiva MM, Ferreira JPS, Cardoso H, Afonso J, Andrade P, Parente M, Jorge RN, Macedo G. Artificial intelligence and capsule endoscopy: automatic detection of vascular lesions using a convolutional neural network. Ann Gastroenterol 2021; 34:820-828. [PMID: 34815648 PMCID: PMC8596215 DOI: 10.20524/aog.2021.0653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/07/2021] [Indexed: 12/09/2022] Open
Abstract
Background Capsule endoscopy (CE) is the first line for evaluation of patients with obscure gastrointestinal bleeding. A wide range of small intestinal vascular lesions with different hemorrhagic potential are frequently found in these patients. Nevertheless, reading CE exams is time-consuming and prone to errors. Convolutional neural networks (CNN) are artificial intelligence tools with high performance levels in image analysis. This study aimed to develop a CNN-based model for identification and differentiation of vascular lesions with distinct hemorrhagic potential in CE images. Methods The development of the CNN was based on a database of CE images. This database included images of normal small intestinal mucosa, red spots, and angiectasia/varices. The hemorrhagic risk was assessed by Saurin's classification. For CNN development, 11,588 images (9525 normal mucosa, 1026 red spots, and 1037 angiectasia/varices) were ultimately extracted. Two image datasets were created for CNN training and testing. Results The network was 91.8% sensitive and 95.9% specific for detection of vascular lesions, providing accurate predictions in 94.4% of cases. In particular, the CNN had a sensitivity and specificity of 97.1% and 95.3%, respectively, for detection of red spots. Detection of angiectasia/varices occurred with a sensitivity of 94.1% and a specificity of 95.1%. The CNN had a frame reading rate of 145 frames/sec. Conclusions The developed algorithm is the first CNN-based model to accurately detect and distinguish enteric vascular lesions with different hemorrhagic risk. CNN-assisted CE reading may improve the diagnosis of these lesions and overall CE efficiency.
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Affiliation(s)
- Tiago Ribeiro
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo)
| | - Miguel Mascarenhas Saraiva
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,Faculty of Medicine of the University of Porto, Alameda Professor Hernâni Monteiro (Miguel Mascarenhas Saraiva, Hélder Cardoso, Patrícia Andrade, Guilherme Macedo)
| | - João P S Ferreira
- Faculty of Engineering of the University of Porto (João P.S. Ferreira, Marco Parente, Renato Natal Jorge).,INEGI - Institute of Science and Innovation in Mechanical and Industrial Engineering (João P.S. Ferreira, Marco Parente, Renato Natal Jorge), Porto, Portugal
| | - Hélder Cardoso
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,Faculty of Medicine of the University of Porto, Alameda Professor Hernâni Monteiro (Miguel Mascarenhas Saraiva, Hélder Cardoso, Patrícia Andrade, Guilherme Macedo)
| | - João Afonso
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo)
| | - Patrícia Andrade
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,Faculty of Medicine of the University of Porto, Alameda Professor Hernâni Monteiro (Miguel Mascarenhas Saraiva, Hélder Cardoso, Patrícia Andrade, Guilherme Macedo)
| | - Marco Parente
- Faculty of Engineering of the University of Porto (João P.S. Ferreira, Marco Parente, Renato Natal Jorge).,INEGI - Institute of Science and Innovation in Mechanical and Industrial Engineering (João P.S. Ferreira, Marco Parente, Renato Natal Jorge), Porto, Portugal
| | - Renato Natal Jorge
- Faculty of Engineering of the University of Porto (João P.S. Ferreira, Marco Parente, Renato Natal Jorge).,INEGI - Institute of Science and Innovation in Mechanical and Industrial Engineering (João P.S. Ferreira, Marco Parente, Renato Natal Jorge), Porto, Portugal
| | - Guilherme Macedo
- Department of Gastroenterology, São João University Hospital, Alameda Professor Hernâni Monteiro (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,WGO Gastroenterology and Hepatology Training Center (Tiago Ribeiro, Miguel Mascarenhas Saraiva, Hélder Cardoso, João Afonso, Patrícia Andrade, Guilherme Macedo).,Faculty of Medicine of the University of Porto, Alameda Professor Hernâni Monteiro (Miguel Mascarenhas Saraiva, Hélder Cardoso, Patrícia Andrade, Guilherme Macedo)
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Systemic manifestations - do not forget the small bowel. Curr Opin Gastroenterol 2021; 37:234-244. [PMID: 33606400 DOI: 10.1097/mog.0000000000000717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
PURPOSE OF REVIEW Systemic diseases can afflict the small bowel (SB) but be challenging to diagnose. In this review, we aim to provide a broad overview of these conditions and to summarise their management. RECENT FINDINGS Small bowel capsule endoscopy (SBCE) is an important modality to investigate pathology in the SB. SB imaging can be complementary to SBCE for mural and extramural involvement and detection of multiorgan involvement or lymphadenopathy. Device assisted enteroscopy provides a therapeutic arm, to SBCE enabling histology and therapeutics to be carried out. SUMMARY SB endoscopy is essential in the diagnosis, management and monitoring of these multi-system conditions. Collaboration across SB centres to combine experience will help to improve the management of some of these rarer SB conditions.
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Robertson AR, Koulaouzidis A, Rondonotti E, Bruno M, Pennazio M. The Role of Video Capsule Endoscopy in Liver Disease. Gastrointest Endosc Clin N Am 2021; 31:363-376. [PMID: 33743931 DOI: 10.1016/j.giec.2020.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
In the setting of chronic liver disease, capsule endoscopy is safe and well tolerated, making it an appealing diagnostic procedure. It is used mainly for the surveillance of esophageal varices, investigation of anemia, and exploration of the small bowel for complications of portal hypertension. Capsule endoscopy is recognized as a viable alternative in patients unable or unwilling to undergo upper gastrointestinal endoscopy for investigations of esophageal varices. In evaluating the small bowel of patients with liver disease and unexplained anemia, capsule endoscopy increases recognition of mucosal abnormalities, although their clinical significance is often unclear.
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Affiliation(s)
- Alexander Ross Robertson
- Department of Gastroenterology, Western General Hospital, Crewe Road South, Edinburgh EH4 2XU, Scotland. https://twitter.com/alexoscopy
| | - Anastasios Koulaouzidis
- Pomeranian Medical University, Department of Social Medicine & Public Health, Faculty of Health Sciences, Rybacka 1, Szczecin, West Pomeranian Voivodeship, Poland
| | - Emanuele Rondonotti
- Gastroenterology Unit, Valduce Hospital, Dante Alighieri Street, 11, Como 22100, Italy
| | - Mauro Bruno
- University Division of Gastroenterology, City of Health and Science University Hospital, Via Cavour 31, 10123 Turin, Italy
| | - Marco Pennazio
- University Division of Gastroenterology, City of Health and Science University Hospital, Via Cavour 31, 10123 Turin, Italy.
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Goenka MK, Shah BB, Rai VK, Jajodia S, Goenka U. Mucosal Changes in the Small Intestines in Portal Hypertension: First Study Using the Pillcam SB3 Capsule Endoscopy System. Clin Endosc 2018; 51:563-569. [PMID: 30300988 PMCID: PMC6283757 DOI: 10.5946/ce.2018.041] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 07/18/2018] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND/AIMS To evaluate patients with portal hypertension (PH) of varied etiologies for portal hypertensive enteropathy (PHE) using the PillCam SB3 capsule endoscopy (CE) system. METHODS Consecutive patients with PH presenting with unexplained anemia and/or occult gastrointestinal bleeding were evaluated using the PillCam SB3 CE system. Abnormal findings were categorized as vascular or non-vascular. The patients with ongoing bleeding caused by PHE were treated. The correlation of the CE scores of PHE with the clinical, laboratory, and endoscopic features was determined. RESULTS Of the 43 patients included in the study, 41 (95.3%) showed PHE findings. These included varices (67.4%), red spots (60.5%), erythema (44.2%), villous edema (46.5%), telangiectasia (16.3%), and polyps (16.3%). The CE scores varied from 0 to 8 (mean±standard deviation, 4.09±1.8). Five patients (11.6%) showed evidence of ongoing or recent bleeding due to PHE. Three of these five patients underwent endotherapy, and one patient underwent radiological coil placement. CONCLUSION The PillCam SB3 CE system revealed a high prevalence of PHE in the patients with PH. Using this system, evidence of bleeding due to PHE was found in a small but definite proportion of the patients.
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Affiliation(s)
| | - Bhavik Bharat Shah
- Institute of Gastro-Sciences, Apollo Gleneagles Hospitals, Kolkata, India
| | - Vijay Kumar Rai
- Institute of Gastro-Sciences, Apollo Gleneagles Hospitals, Kolkata, India
| | - Surabhi Jajodia
- Department of Clinical Imaging and Interventional Radiology, Apollo Gleneagles Hospitals, Kolkata, India
| | - Usha Goenka
- Department of Clinical Imaging and Interventional Radiology, Apollo Gleneagles Hospitals, Kolkata, India
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Iwata Y, Nishikawa H, Enomoto H, Yoh K, Ishii A, Yuri Y, Ishii N, Miyamoto Y, Hasegawa K, Nakano C, Takata R, Nishimura T, Aizawa N, Sakai Y, Ikeda N, Takashima T, Iijima H, Nishiguchi S. Efficacy of capsule endoscopy in patients with cirrhosis for the diagnosis of upper gastrointestinal lesions and small bowel abnormalities: a study protocol for prospective interventional study. BMJ Open Gastroenterol 2017; 4:e000168. [PMID: 29177064 PMCID: PMC5689481 DOI: 10.1136/bmjgast-2017-000168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 08/10/2017] [Accepted: 08/14/2017] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION AND AIMS The role of capsule endoscopy (CE) in patients with liver cirrhosis (LC) has yet to be established; however, it is likely that it will remain a valuable diagnostic modality in several groups of patients with LC. The primary aims of the current prospective interventional study are to examine the prevalence for small bowel lesions and transit time of CE in the gastrointestinal tract in patients with LC with oesophageal varices (EVs) requiring endoscopic therapies. METHODS AND ANALYSIS The current study will be a single-centre prospective interventional study. Our study participants are LC subjects with portal hypertension who were determined to be necessary for prophylactic endoscopic therapies for EVs. From the view point of safety, patients with gastrointestinal obstruction or fistula or those being suspected of having gastrointestinal obstruction or fistula will be excluded from our study. Patients with implanted medical devices will be also excluded. CE will be performed prior to prophylactic endoscopic therapies in the same hospitalisation and relevant images will be analysed after 8 hours by expert endoscopists. This study will continue to recruit until 50 participants. ETHICS AND DISSEMINATION This study has received approval from the Institutional Review Board at Hyogo College of Medicine (approval no. 2680). The study protocol, informed assent form and other submitted files were reviewed and acknowledged. Final data will be publicly scattered regardless of the study results. A report releasing study results will be submitted for publication in a suitable journal after being finished in data collection. TRIAL REGISTRATION NUMBER UMIN000028433 (https://upload.umin.ac.jp/).
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Affiliation(s)
- Yoshinori Iwata
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Hiroki Nishikawa
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
- Center for Clinical Research and Education, Hyogo College of Medicine, Nishinomiya, Japan
| | - Hirayuki Enomoto
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Kazunori Yoh
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Akio Ishii
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Yukihisa Yuri
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Noriko Ishii
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Yuho Miyamoto
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Kunihiro Hasegawa
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Chikage Nakano
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Ryo Takata
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Takashi Nishimura
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Nobuhiro Aizawa
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Yoshiyuki Sakai
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Naoto Ikeda
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Tomoyuki Takashima
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Hiroko Iijima
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
| | - Shuhei Nishiguchi
- Division of Hepatobiliary and Pancreatic disease, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan
- Center for Clinical Research and Education, Hyogo College of Medicine, Nishinomiya, Japan
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Egea Valenzuela J, Fernández Llamas T, García Marín AV, Alberca de Las Parras F, Carballo Álvarez F. Diagnostic and therapeutic features of small bowel involvement in portal hypertension. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2017; 109:856-862. [PMID: 28747052 DOI: 10.17235/reed.2017.4596/2016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Enteropathy is a lesser known complication of portal hypertension and consists of different changes in the mucosal layer of the small bowel which lead to the appearance of vascular and inflammatory lesions. It can be an important co-factor in the development of anemia in the cirrhotic population, and nowadays an easy and non-invasive diagnosis can be made thanks to capsule endoscopy. However, it is rarely considered in the management of patients with portal hypertension. Some aspects such as pathogenesis or incidence remain unclear and no specific recommendations are included in the guidelines regarding diagnosis or treatment. A review of the available literature was performed with regards to the most relevant aspects of this entity.
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Affiliation(s)
- Juan Egea Valenzuela
- Unidad de Gestión Clínica de Digestivo, Hospital Clínico Universitario Virgen de la Arrixa, España
| | | | | | - Fernando Alberca de Las Parras
- Servicio de Medicina de Aparato Digestivo., Hospital Clínico Universitario Virgen de la Arrixaca. IMIB-Arrixaca., España
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