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Meng K, Li Y, Yan B, Pan F, Yan J, Zhou G, Chen H, Zhang X. Feasibility and Safety of a Novel Cable-Transmitted Magnetically Controlled Capsule Endoscopy System for Upper Gastrointestinal Examination. HEALTH CARE SCIENCE 2025; 4:94-102. [PMID: 40241979 PMCID: PMC11997460 DOI: 10.1002/hcs2.70010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 11/13/2024] [Accepted: 12/08/2024] [Indexed: 04/18/2025]
Abstract
Background To evaluate the feasibility and safety of a novel cable-transmitted magnetically controlled capsule endoscopy (CT-MCE) system for upper gastrointestinal examination. Methods Twenty-six participants (19 healthy volunteers and seven patients with gastrointestinal symptoms) willing to undergo upper gastrointestinal endoscopy were recruited. Each participant underwent CT-MCE followed by conventional gastroscopy within 24 h. Maneuverability and visibility of the CT-MCE capsule in the upper gastrointestinal tract, adverse events, and discomfort during the procedure were evaluated. The sensitivity and specificity of CT-MCE for diagnosing upper gastrointestinal lesions were evaluated using conventional gastroscopy findings as the standard. Results Maneuverability was graded as "good" for all segments of the esophagus. The percentage of participants in which maneuverability was good according to gastric region was as follows: cardia (100.00%), pylorus (96.15%), angulus (92.31%), antrum (88.46%), fundus (84.62%), and body (73.08%). In the duodenal bulb and descending duodenum, it was good in only 20.83% and 16.67% of participants, respectively. Visibility was graded as "excellent" or "good" in the esophagus, Z line, and duodenal bulb in all participants; excellent/good visibility was achieved in the stomach and descending duodenum in 96.15% and 79.17% of participants, respectively. Forty-one lesions were detected overall. The sensitivity and specificity of CT-MCE in diagnosing upper gastrointestinal lesions were 85.00% and 98.15%, respectively. The CT-MCE capsule was successfully removed through the mouth in all participants. No serious adverse events or capsule retention occurred. Conclusions CT-MCE showed good feasibility and safety for upper gastrointestinal examination. The system was effective in examining the esophagus and stomach with no risk of capsule retention.
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Affiliation(s)
- Ke Meng
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Yan Li
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Bin Yan
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Fei Pan
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | | | | | - Haixu Chen
- National Clinical Research Center of Geriatrics Disease, Institute of Geriatrics, Chinese PLA General HospitalBeijingChina
| | - Xiaomei Zhang
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
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Mascarenhas M, Mendes F, Ribeiro T, Afonso J, Marílio Cardoso P, Martins M, Cardoso H, Andrade P, Ferreira J, Mascarenhas Saraiva M, Macedo G. Deep Learning and Minimally Invasive Endoscopy: Panendoscopic Detection of Pleomorphic Lesions. GE PORTUGUESE JOURNAL OF GASTROENTEROLOGY 2024; 31:408-418. [PMID: 39633912 PMCID: PMC11614440 DOI: 10.1159/000539837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 05/11/2024] [Indexed: 12/07/2024]
Abstract
Introduction Capsule endoscopy (CE) is a minimally invasive exam suitable of panendoscopic evaluation of the gastrointestinal (GI) tract. Nevertheless, CE is time-consuming with suboptimal diagnostic yield in the upper GI tract. Convolutional neural networks (CNN) are human brain architecture-based models suitable for image analysis. However, there is no study about their role in capsule panendoscopy. Methods Our group developed an artificial intelligence (AI) model for panendoscopic automatic detection of pleomorphic lesions (namely vascular lesions, protuberant lesions, hematic residues, ulcers, and erosions). 355,110 images (6,977 esophageal, 12,918 gastric, 258,443 small bowel, 76,772 colonic) from eight different CE and colon CE (CCE) devices were divided into a training and validation dataset in a patient split design. The model classification was compared to three CE experts' classification. The model's performance was evaluated by its sensitivity, specificity, accuracy, positive predictive value, negative predictive value, and area under the precision-recall curve. Results The binary esophagus CNN had a diagnostic accuracy for pleomorphic lesions of 83.6%. The binary gastric CNN identified pleomorphic lesions with a 96.6% accuracy. The undenary small bowel CNN distinguished pleomorphic lesions with different hemorrhagic potentials with 97.6% accuracy. The trinary colonic CNN (detection and differentiation of normal mucosa, pleomorphic lesions, and hematic residues) had 94.9% global accuracy. Discussion/Conclusion We developed the first AI model for panendoscopic automatic detection of pleomorphic lesions in both CE and CCE from multiple brands, solving a critical interoperability technological challenge. Deep learning-based tools may change the landscape of minimally invasive capsule panendoscopy.
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Affiliation(s)
- Miguel Mascarenhas
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Francisco Mendes
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
| | - Tiago Ribeiro
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - João Afonso
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Pedro Marílio Cardoso
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Miguel Martins
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
| | - Hélder Cardoso
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Patrícia Andrade
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - João Ferreira
- Department of Mechanical Engineering, Faculty of Engineering of the University of Porto, Porto, Portugal
- Digestive Artificial Intelligence Development, Porto, Portugal
| | | | - Guilherme Macedo
- Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal
- WGO Gastroenterology and Hepatology Training Center, Porto, Portugal
- Faculty of Medicine of the University of Porto, Porto, Portugal
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Pubu S, Zhang JW, Yang J. Early diagnosis of esophageal cancer: How to put "early detection" into effect? World J Gastrointest Oncol 2024; 16:3386-3392. [PMID: 39171169 PMCID: PMC11334019 DOI: 10.4251/wjgo.v16.i8.3386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 05/04/2024] [Accepted: 05/20/2024] [Indexed: 08/07/2024] Open
Abstract
This editorial comments on the article by Qu et al in a recent edition of World Journal of Gastrointestinal Oncology, focusing on the importance of early diagnosis in managing esophageal cancer and strategies for achieving "early detection". The five-year age-standardized net survival for esophageal cancer patients falls short of expectations. Early detection and accurate diagnosis are critical strategies for improving the treatment outcomes of esophageal cancer. While advancements in endoscopic technology have been significant, there seems to be an excessive emphasis on the latest high-end endoscopic devices and various endoscopic resection techniques. Therefore, it is imperative to redirect focus towards proactive early detection strategies for esophageal cancer, investigate the most cost-effective screening methods suitable for different regions, and persistently explore practical solutions to improve the five-year survival rate of patients with esophageal cancer.
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Affiliation(s)
- Suolang Pubu
- Department of Gastroenterology, Changdu People’s Hospital of Xizang, Changdu 854000, Tibet Autonomous Region, China
| | - Jun-Wen Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Jian Yang
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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Yang YL, Qin HW, Chen ZY, Fan HN, Yu Y, Da W, Zhu JS, Zhang J. Detachable string magnetically controlled capsule endoscopy for the noninvasive diagnosis of esophageal diseases: A prospective, blind clinical study. World J Gastroenterol 2024; 30:1121-1131. [PMID: 38577194 PMCID: PMC10989486 DOI: 10.3748/wjg.v30.i9.1121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 01/14/2024] [Accepted: 02/01/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND Traditional esophagogastroduodenoscopy (EGD), an invasive examination method, can cause discomfort and pain in patients. In contrast, magnetically controlled capsule endoscopy (MCE), a noninvasive method, is being applied for the detection of stomach and small intestinal diseases, but its application in treating esophageal diseases is not widespread. AIM To evaluate the safety and efficacy of detachable string MCE (ds-MCE) for the diagnosis of esophageal diseases. METHODS Fifty patients who had been diagnosed with esophageal diseases were prospectively recruited for this clinical study and underwent ds-MCE and conventional EGD. The primary endpoints included the sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy of ds-MCE for patients with esophageal diseases. The secondary endpoints consisted of visualizing the esophageal and dentate lines, as well as the subjects' tolerance of the procedure. RESULTS Using EGD as the gold standard, the sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy of ds-MCE for esophageal disease detection were 85.71%, 86.21%, 81.82%, 89.29%, and 86%, respectively. ds-MCE was more comfortable and convenient than EGD was, with 80% of patients feeling that ds-MCE examination was very comfortable or comfortable and 50% of patients believing that detachable string v examination was very convenient. CONCLUSION This study revealed that ds-MCE has the same diagnostic effects as traditional EGD for esophageal diseases and is more comfortable and convenient than EGD, providing a novel noninvasive method for treating esophageal diseases.
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Affiliation(s)
- Yan-Ling Yang
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Huang-Wen Qin
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Zhao-Yu Chen
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Hui-Ning Fan
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Yi Yu
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Wei Da
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Jin-Shui Zhu
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Jing Zhang
- Department of Gastroenterology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
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Zhang Y, Qu L, Gou Y, Hao J, Pan Y, Huang X. In vitro and in vivo evaluation of a novel wired transmission magnetically controlled capsule endoscopy system for upper gastrointestinal examination. Surg Endosc 2022; 36:9454-9461. [PMID: 36112221 DOI: 10.1007/s00464-022-09603-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 08/25/2022] [Indexed: 01/06/2023]
Abstract
BACKGROUND Magnetically controlled capsule endoscopy (MCCE) has recently increasingly been used for gastric examination. However, the image quality and esophageal observation is suboptimal. We developed a novel wired transmission magnetically controlled capsule endoscopy (WT-MCCE) system and evaluated its feasibility through in vitro and in vivo experiments. METHODS A plastic stomach model and a pathological upper gastrointestinal model were used to evaluate the performance of WT-MCCE in vitro experiments. Twice of examination in the two in vitro models by WT-MCCE were performed by 5 endoscopists who were experienced in performing wireless capsule endoscopy. The examination of traditional gastroscopy (Olympus, GIF-HQ290) in the pathological upper gastrointestinal model was set as the control. In vivo experiments were performed in a live canine model by 3 endoscopists, in which WT-MCCE was inserted with the assistance of gastroscopy. Measurements included maneuverability, examination time, visualization of gastric mucosa, image quality and diagnostic accuracy. RESULTS WT-MCCE showed good performance in both in vitro and in vivo experiments with excellent visualization of mucosa (75-100%). The mean operation time is 17.6 ± 2.7 min, 22.3 ± 1.9 min and 29.3 ± 3.4 min in three models, respectively. In pathological upper gastrointestinal model, all lesions, including esophageal varices, one polyp, one foreign body, two gastric ulcers and one duodenal ulcer, were detected by both WT-MCCE and traditional gastroscopy by all endoscopists. For the observation of esophagus and stomach in the canine model, WT-MCCE also showed excellent maneuverability and good image quality. CONCLUSIONS The novel WT-MCCE system performed well in evaluating upper gastrointestinal landmarks and lesions in two in vitro models, and showed good performance in a canine model. WT-MCCE may be potentially useful for diagnosis of esophageal and gastric diseases.
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Affiliation(s)
- Yaoping Zhang
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
- Gansu Provincial Digestive Endoscopy Engineering Research Center, Lanzhou, Gansu Province, China
| | - Lina Qu
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
- Gansu Provincial Digestive Endoscopy Engineering Research Center, Lanzhou, Gansu Province, China
| | - Yani Gou
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
- Gansu Provincial Digestive Endoscopy Engineering Research Center, Lanzhou, Gansu Province, China
| | - Jinyong Hao
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
- Gansu Provincial Digestive Endoscopy Engineering Research Center, Lanzhou, Gansu Province, China
| | - Yanglin Pan
- Xijing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, Shaanxi, China.
| | - Xiaojun Huang
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China.
- Gansu Provincial Digestive Endoscopy Engineering Research Center, Lanzhou, Gansu Province, China.
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Shahsavari D, Kudaravalli P, Yap JEL, Vega KJ. Expanding beyond endoscopy: A review of non-invasive modalities in Barrett's esophagus screening and surveillance. World J Gastroenterol 2022; 28:4516-4526. [PMID: 36157931 PMCID: PMC9476875 DOI: 10.3748/wjg.v28.i32.4516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 05/14/2022] [Accepted: 07/26/2022] [Indexed: 02/06/2023] Open
Abstract
Barrett's esophagus (BE) is a condition that results from replacement of the damaged normal squamous esophageal mucosa to intestinal columnar mucosa and is the most significant predisposing factor for development of esophageal adenocarcinoma. Current guidelines recommend endoscopic evaluation for screening and surveillance based on various risk factors which has limitations such as invasiveness, availability of a trained specialist, patient logistics and cost. Trans-nasal endoscopy is a less invasive modality but still has similar limitations such as limited availability of trained specialist and costs. Non-endoscopic modalities, in comparison, require minimal intervention, can be done in an office visit and has the potential to be a more ideal choice for mass public screening and surveillance, particularly in patents at low risk for BE. These include newer generations of esophageal capsule endoscopy which provides direct visualization of BE, and tethered capsule endomicroscopy which can obtain high-resolution images of the esophagus. Various cell collection devices coupled with biomarkers have been used for BE screening. Cytosponge, in combination with TFF3, as well as EsophaCap and EsoCheck have shown promising results in various studies when used with various biomarkers. Other modalities including circulatory microRNAs and volatile organic compounds that have demonstrated favorable outcomes. Use of these cell collection methods for BE surveillance is a potential area of future research.
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Affiliation(s)
- Dariush Shahsavari
- Division of Gastroenterology and Hepatology, Augusta University-Medical College of Georgia, Augusta, GA 30912, United States
| | - Praneeth Kudaravalli
- Division of Gastroenterology and Hepatology, Augusta University-Medical College of Georgia, Augusta, GA 30912, United States
| | - John Erikson L Yap
- Division of Gastroenterology and Hepatology, Augusta University-Medical College of Georgia, Augusta, GA 30912, United States
| | - Kenneth J Vega
- Division of Gastroenterology and Hepatology, Augusta University-Medical College of Georgia, Augusta, GA 30912, United States
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Nam JH, Lee KH, Lim YJ. Examination of Entire Gastrointestinal Tract: A Perspective of Mouth to Anus (M2A) Capsule Endoscopy. Diagnostics (Basel) 2021; 11:diagnostics11081367. [PMID: 34441301 PMCID: PMC8394372 DOI: 10.3390/diagnostics11081367] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/25/2021] [Accepted: 07/27/2021] [Indexed: 12/14/2022] Open
Abstract
Capsule endoscopy (CE) is the only non-invasive diagnostic tool that enables the direct visualization of the gastrointestinal (GI) tract. Even though CE was initially developed for small-bowel investigation, its clinical application is expanding, and technological advances continue. The final iteration of CE will be a mouth to anus (M2A) capsule that investigates the entire GI tract by the ingestion of a single capsule. This narrative review describes the current developmental status of CE and discusses the possibility of realizing an M2A capsule and what needs to be overcome in the future.
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Affiliation(s)
- Ji Hyung Nam
- Division of Gastroenterology, Department of Internal Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Korea;
| | - Kwang Hoon Lee
- Division of Rheumatology, Department of Internal Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Korea;
| | - Yun Jeong Lim
- Division of Gastroenterology, Department of Internal Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Korea;
- Correspondence: ; Tel.: +82-31-961-7133
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