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Jacobsson M, Wagner V, Kanneganti S. Screening for Colorectal Cancer. Surg Clin North Am 2024; 104:595-607. [PMID: 38677823 DOI: 10.1016/j.suc.2023.11.009] [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: 04/29/2024]
Abstract
Colorectal cancer remains the third leading cause of cancer death in the United States. Colorectal cancer screening allows for prevention and early detection of precancerous and cancerous lesions, and screening has been shown to be effective in preventing colorectal cancer deaths. Screening recommendations vary by patient risk profile. A variety of screening modalities exist.
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Affiliation(s)
- Matthew Jacobsson
- Virginia Mason Franciscan Health, St. Joseph Medical Center General Surgery Residency, 1708 South Yakima Avenue Suite 105 & 112, Tacoma, WA 98408, USA
| | - Vitas Wagner
- Virginia Mason Franciscan Health, St. Joseph Medical Center General Surgery Residency, 1708 South Yakima Avenue Suite 105 & 112, Tacoma, WA 98408, USA
| | - Shalini Kanneganti
- Virginia Mason Franciscan Health, Franciscan Surgical Associates at St. Joseph, 1708 South Yakima Avenue Suite 105 & 112, Tacoma, WA 98405, USA.
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2
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Spyropoulou V, Russo G, Rossi ED, Ruggiero C, Volpe D, D'Arcangelo G, Papoff P, Civitelli F, Aloi M, Oliva S. Diagnostic accuracy of multimodal noninvasive follow-up for pediatric ulcerative colitis: A single-center prospective study. J Pediatr Gastroenterol Nutr 2024; 78:280-288. [PMID: 38374550 DOI: 10.1002/jpn3.12098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/11/2023] [Accepted: 10/29/2023] [Indexed: 02/21/2024]
Abstract
OBJECTIVES Ulcerative colitis (UC) is a chronic inflammatory bowel disease (IBD) often requiring endoscopic evaluations, which can be uncomfortable and costly, especially for children. This study aimed to evaluate the diagnostic accuracy of a noninvasive approach combining fecal calprotectin (FCP), colonic ultrasonography (US), and colon capsule endoscopy (CCE) compared with standard ileocolonoscopy in pediatric UC. METHODS UC children were enrolled and underwent FCP and US on Day 0, followed by CCE on Day 1 and ileocolonoscopy on Day 2. All procedures were performed by operators who were blinded to the patient's clinical history and all test results. The accuracy for disease activity and extension of each technique and their combination was assessed and compared. Tolerability and safety were also evaluated. RESULTS Thirty-two patients were enrolled (15 males, mean age 13.2 ± 3.2 years). CCE showed a sensitivity of 95% and specificity of 100% in detecting colonic inflammation, with positive predictive value (PPV) and negative predictive value (NPV) of 100% and 92%, respectively. US demonstrated a sensitivity of 85% and specificity of 92%, with PPV and NPV of 94% and 79%. The combination of FCP, US, and CCE achieved 95% sensitivity and 100% specificity, with PPV of 100% and NPV of 92%. The noninvasive approach was better tolerated than colonoscopy (p < 0.05), and no serious adverse events were reported. CONCLUSION The noninvasive approach combining fecal calprotectin (FCP), ultrasonography, and colon capsule endoscopy demonstrated high diagnostic accuracy and better tolerability compared with standard ileocolonoscopy in pediatric ulcerative colitis follow-up. Further multicenter studies are needed to confirm these findings and evaluate the reproducibility of this noninvasive approach.
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Affiliation(s)
- Vasiliki Spyropoulou
- Division of Pediatric Gastroenterology and Nutrition, University Children's Hospital Zurich, Zurich, Switzerland
| | - Giusy Russo
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Eleonora Dei Rossi
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Cosimo Ruggiero
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Danila Volpe
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Giulia D'Arcangelo
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Paola Papoff
- Pediatric Intensive Care Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | | | - Marina Aloi
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
| | - Salvatore Oliva
- Pediatric Gastroenterology and Liver Unit, Maternal and Child Health Department, Sapienza-University of Rome, Rome, Italy
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Rosa B, Donato H, Cúrdia Gonçalves T, Sousa-Pinto B, Cotter J. What Is the Optimal Bowel Preparation for Capsule Colonoscopy and Pan-intestinal Capsule Endoscopy? A Systematic Review and Meta-Analysis. Dig Dis Sci 2023; 68:4418-4431. [PMID: 37833441 PMCID: PMC10635919 DOI: 10.1007/s10620-023-08133-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023]
Abstract
BACKGROUND The rate of adequate cleansing (ACR) and complete examinations (CR) are key quality indicators in capsule colonoscopy (CC) and pan-intestinal capsule endoscopy (PCE). AIMS To evaluate the efficacy of bowel preparation protocols regarding ACR and CR. METHODS We conducted a systematic review and meta-analysis, search terms regarding colon capsule preparation, publication date from 2006/01, and date of search 2021/12, in six bibliographic databases. Multiple steps of the cleansing protocol were assessed: diet, adjunctive laxatives, purgative solution, use of prokinetic agents, and "booster". The meta-analytical frequency of ACR and CR was estimated, and subgroup analyses performed. Strategies associated with higher ACR and CR were explored using meta-analytical univariable and multivariable regression models. RESULTS Twenty-six observational studies and five RCTs included (n = 4072 patients). The pooled rate of ACR was 72.5% (95% C.I. 67.8-77.5%; I2 = 92.4%), and the pooled rate of CR was 83.0% (95% C.I. 78.7-87.7%; I2 = 96.5%). The highest ACR were obtained using a low-fibre diet [78.5% (95% C.I. 72.0-85.6%); I2 = 57.0%], adjunctive laxatives [74.7% (95% C.I. 69.8-80.1%); I2 = 85.3%], and split dose < 4L polyethylene glycol (PEG) as purgative [77.5% (95% C.I. 68.4-87.8%); I2 = 47.3%]. The highest CR were observed using routine prokinetics prior to capsule ingestion [84.4% (95% C.I. 79.9-89.2%); I2 = 89.8%], and sodium phosphate (NaP) as "booster" [86.2% (95% C.I. 82.3-90.2%); I2 = 86.8%]. In univariable models, adjunctive laxatives were associated with higher ACR [OR 1.81 (95% C.I. 1.13; 2.90); p = 0.014]. CR was higher with routine prokinetics [OR 1.86 (95% C.I. 1.13; 3.05); p = 0.015] and split-dose PEG purgative [OR 2.03 (95% C.I. 1.01; 4.09), p = 0.048]. CONCLUSIONS Main quality outcomes (ACR, CR) remain suboptimal for CC and PCE. Despite considerable heterogeneity, our results support low-fibre diet, use of adjunctive sennosides, split dose < 4L PEG, and routine prokinetics, while NaP remains the most consistent option as booster.
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Affiliation(s)
- Bruno Rosa
- Department of Gastroenterology, Hospital da Senhora da Oliveira, Guimarães, Guimarães, Portugal.
- School of Medicine, Life and Health Sciences Research Institute, University of Minho, Braga, Guimarães, Portugal.
- ICVS/3B's, PT Government Associate Laboratory, Braga, Guimarães, Portugal.
| | - Helena Donato
- Documentation and Scientific Information Service, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Tiago Cúrdia Gonçalves
- Department of Gastroenterology, Hospital da Senhora da Oliveira, Guimarães, Guimarães, Portugal
- School of Medicine, Life and Health Sciences Research Institute, University of Minho, Braga, Guimarães, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Braga, Guimarães, Portugal
| | - Bernardo Sousa-Pinto
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- CINTESIS - Center for Health Technology and Services Research, University of Porto, Porto, Portugal
| | - José Cotter
- Department of Gastroenterology, Hospital da Senhora da Oliveira, Guimarães, Guimarães, Portugal
- School of Medicine, Life and Health Sciences Research Institute, University of Minho, Braga, Guimarães, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Braga, Guimarães, Portugal
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Asgari M, Magerand L, Manfredi L. A review on model-based and model-free approaches to control soft actuators and their potentials in colonoscopy. Front Robot AI 2023; 10:1236706. [PMID: 38023589 PMCID: PMC10665478 DOI: 10.3389/frobt.2023.1236706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 09/22/2023] [Indexed: 12/01/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer worldwide and responsible for approximately 1 million deaths annually. Early screening is essential to increase the chances of survival, and it can also reduce the cost of treatments for healthcare centres. Colonoscopy is the gold standard for CRC screening and treatment, but it has several drawbacks, including difficulty in manoeuvring the device, patient discomfort, and high cost. Soft endorobots, small and compliant devices thatcan reduce the force exerted on the colonic wall, offer a potential solution to these issues. However, controlling these soft robots is challenging due to their deformable materials and the limitations of mathematical models. In this Review, we discuss model-free and model-based approaches for controlling soft robots that can potentially be applied to endorobots for colonoscopy. We highlight the importance of selecting appropriate control methods based on various parameters, such as sensor and actuator solutions. This review aims to contribute to the development of smart control strategies for soft endorobots that can enhance the effectiveness and safety of robotics in colonoscopy. These strategies can be defined based on the available information about the robot and surrounding environment, control demands, mechanical design impact and characterization data based on calibration.
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Affiliation(s)
- Motahareh Asgari
- Division of Imaging Science and Technology, School of Medicine, University of Dundee, Dundee, United Kingdom
| | - Ludovic Magerand
- Division of Computing, School of Science and Engineering, University of Dundee, Dundee, United Kingdom
| | - Luigi Manfredi
- Division of Imaging Science and Technology, School of Medicine, University of Dundee, Dundee, United Kingdom
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Vats A, Pedersen M, Mohammed A, Hovde Ø. Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images. Sci Rep 2023; 13:10857. [PMID: 37407635 PMCID: PMC10322862 DOI: 10.1038/s41598-023-36883-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 06/12/2023] [Indexed: 07/07/2023] Open
Abstract
Wireless Capsule Endoscopy (WCE) is being increasingly used as an alternative imaging modality for complete and non-invasive screening of the gastrointestinal tract. Although this is advantageous in reducing unnecessary hospital admissions, it also demands that a WCE diagnostic protocol be in place so larger populations can be effectively screened. This calls for training and education protocols attuned specifically to this modality. Like training in other modalities such as traditional endoscopy, CT, MRI, etc., a WCE training protocol would require an atlas comprising of a large corpora of images that show vivid descriptions of pathologies, ideally observed over a period of time. Since such comprehensive atlases are presently lacking in WCE, in this work, we propose a deep learning method for utilizing already available studies across different institutions for the creation of a realistic WCE atlas using StyleGAN. We identify clinically relevant attributes in WCE such that synthetic images can be generated with selected attributes on cue. Beyond this, we also simulate several disease progression scenarios. The generated images are evaluated for realism and plausibility through three subjective online experiments with the participation of eight gastroenterology experts from three geographical locations and a variety of years of experience. The results from the experiments indicate that the images are highly realistic and the disease scenarios plausible. The images comprising the atlas are available publicly for use in training applications as well as supplementing real datasets for deep learning.
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Affiliation(s)
- Anuja Vats
- Department of Computer Science, NTNU, 2819, Gjøvik, Norway.
| | | | - Ahmed Mohammed
- Department of Computer Science, NTNU, 2819, Gjøvik, Norway
- SINTEF Digital, Smart Sensor Systems, Oslo, Norway
| | - Øistein Hovde
- Department of Computer Science, NTNU, 2819, Gjøvik, Norway
- Innlandet Hospital Trust, 2819, Gjøvik, Norway
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Sakai CM, Ueda SKN, Caiado AHM, Ribeiro IB, Marinho FRT, de Rezende DT, Bustamante-Lopez LA, Nahas SC, de Moura DTH, de Moura EGH. A Head-to-Head Comparison of Computed Tomography Colonography, Optical Colonoscopy, and Colon Endoscopic Capsule for the Detection of Polyps After Partial Colectomy or Rectosigmoidectomy for Colorectal Cancer: A Pilot Study. Cureus 2023; 15:e38410. [PMID: 37273390 PMCID: PMC10232294 DOI: 10.7759/cureus.38410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2023] [Indexed: 06/06/2023] Open
Abstract
Background and objective Optical colonoscopy is the gold standard method for the diagnosis of colorectal cancer (CRC) and it allows for biopsy and resection, as well as documentation of synchronous lesions. CT colonography (CTC) and colon endoscopic capsule (CEC) are also recommended as alternative minimally invasive or non-invasive procedures. Prospective studies comparing these three approaches are scarce in the current literature. In light of this, the aim of this pilot study was to compare the efficacy of polyp detection between these three methods in patients with a history of curative surgical resection of CRC. Methods Patients were consecutively recruited and all procedures were sequentially conducted on the same day. The primary endpoint was the detection rate of polyps, whereas secondary endpoints were the detection of polyps according to size and location, and the adverse events caused by these procedures. Results A total of 21 patients were consecutively included and all of them underwent all three interventions. No adverse events, local recurrences, or metachronous lesions were detected. In two cases with elevated carcinoembryonic antigen (CEA), CTC unveiled distant metastasis. Optical colonoscopy registered a mean of 0.4 polyp >6 mm and 1.3 polyps <6 mm per patient. CTC unveiled only 0.5 polyp >6 mm/patient and no smaller lesions were documented, whereas findings for the colon capsule comprised an average of 0.4 polyps >6 mm and 0.7 polyps <6 mm per patient. Statistical difference was not demonstrated, except for virtual colonoscopy in terms of the total number of polyps detected in comparison to optical colonoscopy. Conclusions Optical colonoscopy showed superior results in comparison to virtual colonoscopy while there was no statistical difference in comparison to colon capsule. Notwithstanding occasional difficulties, all three techniques were well tolerated. Hence, decisions concerning the use of each diagnostic method should be based on their availability, professional expertise, contraindications, and patient preferences.
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Affiliation(s)
- Christiano Makoto Sakai
- Department of Gastroenterology, Faculty of Medicine, Hospital das Clínicas of the University of São Paulo, São Paulo, BRA
| | - Serli Kiyomi Nakao Ueda
- Department of Radiology, Hospital das Clínicas of the University of São Paulo, São Paulo, BRA
| | | | - Igor Braga Ribeiro
- Department of Gastroenterology, Faculty of Medicine, Hospital das Clínicas of the University of São Paulo, São Paulo, BRA
| | | | | | - Leonardo A Bustamante-Lopez
- Department of Gastroenterology, Faculty of Medicine, Hospital das Clínicas of the University of São Paulo, São Paulo, BRA
| | - Sergio C Nahas
- Colorectal Surgery, Hospital das Clínicas of the University of São Paulo, São Paulo, BRA
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Jayasinghe M, Prathiraja O, Caldera D, Jena R, Coffie-Pierre JA, Silva MS, Siddiqui OS. Colon Cancer Screening Methods: 2023 Update. Cureus 2023; 15:e37509. [PMID: 37193451 PMCID: PMC10182334 DOI: 10.7759/cureus.37509] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2023] [Indexed: 05/18/2023] Open
Abstract
Colorectal cancer (CRC) is a significant cause of morbidity and mortality worldwide. National screening guidelines have been implemented to identify and remove precancerous polyps before they become cancer. Routine CRC screening is advised for people with average risk starting at age 45 because it is a common and preventable malignancy. Various screening modalities are currently in use, ranging from stool-based tests (fecal occult blood test (FOBT), fecal immunochemical test (FIT), and FIT-DNA test), radiologic tests (computed tomographic colonography (CTC), double contrast barium enema), and visual endoscopic examinations (flexible sigmoidoscopy (FS), colonoscopy, and colon capsule endoscopy (CCE)) with their varying sensitivity and specificity. Biomarkers also play a vital role in assessing the recurrence of CRC. This review offers a summary of the current screening options, including biomarkers available to detect CRC, highlighting the benefits and challenges encompassing each screening modality.
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Affiliation(s)
| | | | | | - Rahul Jena
- Neurology/Internal Medicine, Bharati Vidyapeeth Medical College/Bharati Hospital, Pune, IND
| | | | | | - Ozair S Siddiqui
- Medicine, GMERS Medical College and Hospital, Dharpur-Patan, Patan, IND
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Zhou JX, Yang Z, Xi DH, Dai SJ, Feng ZQ, Li JY, Xu W, Wang H. Enhanced segmentation of gastrointestinal polyps from capsule endoscopy images with artifacts using ensemble learning. World J Gastroenterol 2022; 28:5931-5943. [PMID: 36405108 PMCID: PMC9669827 DOI: 10.3748/wjg.v28.i41.5931] [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: 06/29/2022] [Revised: 08/31/2022] [Accepted: 10/19/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Endoscopy artifacts are widespread in real capsule endoscopy (CE) images but not in high-quality standard datasets.
AIM To improve the segmentation performance of polyps from CE images with artifacts based on ensemble learning.
METHODS We collected 277 polyp images with CE artifacts from 5760 h of videos from 480 patients at Guangzhou First People’s Hospital from January 2016 to December 2019. Two public high-quality standard external datasets were retrieved and used for the comparison experiments. For each dataset, we randomly segmented the data into training, validation, and testing sets for model training, selection, and testing. We compared the performance of the base models and the ensemble model in segmenting polyps from images with artifacts.
RESULTS The performance of the semantic segmentation model was affected by artifacts in the sample images, which also affected the results of polyp detection by CE using a single model. The evaluation based on real datasets with artifacts and standard datasets showed that the ensemble model of all state-of-the-art models performed better than the best corresponding base learner on the real dataset with artifacts. Compared with the corresponding optimal base learners, the intersection over union (IoU) and dice of the ensemble learning model increased to different degrees, ranging from 0.08% to 7.01% and 0.61% to 4.93%, respectively. Moreover, in the standard datasets without artifacts, most of the ensemble models were slightly better than the base learner, as demonstrated by the IoU and dice increases ranging from -0.28% to 1.20% and -0.61% to 0.76%, respectively.
CONCLUSION Ensemble learning can improve the segmentation accuracy of polyps from CE images with artifacts. Our results demonstrated an improvement in the detection rate of polyps with interference from artifacts.
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Affiliation(s)
- Jun-Xiao Zhou
- Department of Gastroenterology and Hepatology, Guangzhou First People’s Hospital, Guangzhou 510180, Guangdong Province, China
| | - Zhan Yang
- School of Information, Renmin University of China, Beijing 100872, China
| | - Ding-Hao Xi
- School of Information, Renmin University of China, Beijing 100872, China
| | - Shou-Jun Dai
- Department of Gastroenterology and Hepatology, Guangzhou First People’s Hospital, Guangzhou 510180, Guangdong Province, China
| | - Zhi-Qiang Feng
- Department of Gastroenterology and Hepatology, Guangzhou First People’s Hospital, Guangzhou 510180, Guangdong Province, China
| | - Jun-Yan Li
- Department of Gastroenterology and Hepatology, Guangzhou First People’s Hospital, Guangzhou 510180, Guangdong Province, China
| | - Wei Xu
- School of Information, Renmin University of China, Beijing 100872, China
| | - Hong Wang
- Department of Gastroenterology and Hepatology, Guangzhou First People’s Hospital, Guangzhou 510180, Guangdong Province, China
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Browning CM, Cloutier R, Rich TC, Leavesley SJ. Endoscopy Lifetime Systems Architecture: Scoping Out the Past to Diagnose the Future Technology. SYSTEMS 2022; 10:189. [PMID: 36330206 PMCID: PMC9627979 DOI: 10.3390/systems10050189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Systems engineering captures the desires and needs of the customer to conceptualize a system from the overall goal down to the small details prior to any physical development. While many systems projects tend to be large and complicated (i.e., cloud-based infrastructure, long-term space travel shuttles, missile defense systems), systems engineering can also be applied to smaller, complex systems. Here, the system of interest is the endoscope, a standard biomedical screening device used in laparoscopic surgery, screening of upper and lower gastrointestinal tracts, and inspection of the upper airway. Often, endoscopic inspection is used to identify pre-cancerous and cancerous tissues, and hence, a requirement for endoscopic systems is the ability to provide images with high contrast between areas of normal tissue and neoplasia (early-stage abnormal tissue growth). For this manuscript, the endoscope was reviewed for all the technological advancements thus far to theorize what the next version of the system could be in order to provide improved detection capabilities. Endoscopic technology was decomposed into categories, using systems architecture and systems thinking, to visualize the improvements throughout the system's lifetime from the original to current state-of-the-art. Results from this review were used to identify trends in subsystems and components to estimate the theoretical performance maxima for different subsystems as well as areas for further development. The subsystem analysis indicated that future endoscope systems will focus on more complex imaging and higher computational requirements that will provide improved contrast in order to have higher accuracy in optical diagnoses of early, abnormal tissue growth.
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Affiliation(s)
- Craig M. Browning
- Department of Chemical and Biomolecular Engineering, University of South Alabama, Mobile, AL 36688, USA
- Department of Systems Engineering, University of South Alabama, Mobile, AL 36688, USA
| | - Robert Cloutier
- Department of Systems Engineering, University of South Alabama, Mobile, AL 36688, USA
| | - Thomas C. Rich
- Department of Pharmacology, University of South Alabama, Mobile, AL 36688, USA
- Center for Lung Biology, University of South Alabama, Mobile, AL 36688, USA
| | - Silas J. Leavesley
- Department of Chemical and Biomolecular Engineering, University of South Alabama, Mobile, AL 36688, USA
- Department of Pharmacology, University of South Alabama, Mobile, AL 36688, USA
- Center for Lung Biology, University of South Alabama, Mobile, AL 36688, USA
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Colon Capsule Endoscopy in the Diagnosis of Colon Polyps: Who Needs a Colonoscopy? Diagnostics (Basel) 2022; 12:diagnostics12092093. [PMID: 36140494 PMCID: PMC9498104 DOI: 10.3390/diagnostics12092093] [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: 06/28/2022] [Revised: 08/16/2022] [Accepted: 08/23/2022] [Indexed: 12/09/2022] Open
Abstract
Colon screening programs have reduced colon cancer mortality. Population screening should be minimally invasive, safe, acceptably sensitive, cost-effective, and scalable. The range of screening modalities include guaiac or immunochemical fecal occult blood testing and CT colonography and colonoscopy. A number of carefully controlled studies concur that second-generation capsule endoscopy has excellent sensitivity for polyp detection and a high negative predictive value. Colon capsules fulfill the screening expectation of safety, high sensitivity for polyp detection, and patient acceptance, and appear to straddle the divide between occult blood testing and colonoscopy. While meeting these criteria, there remains the challenges of scaling, capsule practitioner training, resource allocation, and implementing change of practice. Like CT colonography, capsule screening presents the clinician with a decision on the threshold for colonoscopy referral. Overall, colon capsules are an invaluable tool in polyp detection and colon screening and offer a filter that determines “who needs a colonoscopy?”.
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Colorectal Cancer and Polyp Detection Using a New Preparation-Free, Colon-Scan Capsule: A Pilot Study of Safety and Patient Satisfaction. Dig Dis Sci 2022; 67:4070-4077. [PMID: 34708286 DOI: 10.1007/s10620-021-07289-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 10/12/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Current strategies to prevent colorectal cancer (CRC) vary considerably regarding safety, invasiveness, and patient satisfaction. A known deterrent for patients is the required bowel cleansing for colonoscopy. A new colon-scan capsule system is a unique preparation-free approach that provides structural information on colonic mucosa intended for detection of colorectal polyps and masses. AIMS The aim of this study was to determine safety and patient satisfaction with the colon-scan capsule. METHODS Prospective single-arm pilot study conducted at two tertiary care centers. Patients with a pre-scheduled colonoscopy for CRC screening or surveillance were included. Patients participating in this study underwent the colon-scan capsule and colonoscopy. Safety was defined by the occurrence of procedure or device-related adverse events. Satisfaction was based on survey questionnaires using a scoring system 1 (strongly disagree) to 5 (strongly agree). Patient satisfaction with the colon-scan capsule was compared to colonoscopy. RESULTS Forty patients were included (52.9 [5.7] years; 64.1% females). There were no serious adverse events and no occurrences of capsule retention. The most common (12.5%) complaint was self-limiting abdominal cramping. Satisfaction questionnaires were completed by more than 87% of patients, with patients likely to recommend the capsule (score 4.1 [1.03]) compared to colonoscopy (score 2.8 [1.2]), p = 0.001. CONCLUSIONS The new prepless colon-scan capsule system is an innovative, minimally invasive technology with demonstrated safety and high patient satisfaction. A multicenter pivotal study is planned to validate the performance, safety, and accuracy of polyp detection using the capsule system in comparison with colonoscopy.
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Awidi M, Bagga A. Artificial intelligence and machine learning in colorectal cancer. Artif Intell Gastrointest Endosc 2022; 3:31-43. [DOI: 10.37126/aige.v3.i3.31] [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: 01/17/2022] [Revised: 03/24/2022] [Accepted: 06/20/2022] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is a heterogeneous illness characterized by various epigenetic and microenvironmental changes and is the third-highest cause of cancer-related death in the US. Artificial intelligence (AI) with its ability to allow automatic learning and improvement from experiences using statistical methods and Deep learning has made a distinctive contribution to the diagnosis and treatment of several cancer types. This review discusses the uses and application of AI in CRC screening using automated polyp detection assistance technologies to the development of computer-assisted diagnostic algorithms capable of accurately detecting polyps during colonoscopy and classifying them. Furthermore, we summarize the current research initiatives geared towards building computer-assisted diagnostic algorithms that aim at improving the diagnostic accuracy of benign from premalignant lesions. Considering the evolving transition to more personalized and tailored treatment strategies for CRC, the review also discusses the development of machine learning algorithms to understand responses to therapies and mechanisms of resistance as well as the future roles that AI applications may play in assisting in the treatment of CRC with the aim to improve disease outcomes. We also discuss the constraints and limitations of the use of AI systems. While the medical profession remains enthusiastic about the future of AI and machine learning, large-scale randomized clinical trials are needed to analyze AI algorithms before they can be used.
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Affiliation(s)
- Muhammad Awidi
- Internal Medicine, Beth Israel Lahey Health, Burlington, MA 01805, United States
| | - Arindam Bagga
- Internal Medicine, Tufts Medical Center, Boston, MA 02111, United States
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de Sousa Magalhães R, Chálim Rebelo C, Sousa-Pinto B, Pereira J, Boal Carvalho P, Rosa B, Moreira MJ, Duarte MA, Cotter J. CC-CLEAR (Colon Capsule Cleansing Assessment and Report): the novel scale to evaluate the clinical impact of bowel preparation in capsule colonoscopy - a multicentric validation study. Scand J Gastroenterol 2022; 57:625-632. [PMID: 35068293 DOI: 10.1080/00365521.2022.2026463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Colon Capsule Cleansing Assessment and Report (CC-CLEAR) is a novel quantitative bowel preparation scale for colon capsule. AIM The aim of this study is to validate the association between CC-CLEAR's classification and major CC outcomes: lesion detection rate, surveillance recommendations and post-CC endoscopic treatment. METHODS Multicentric cohort of consecutive CCs. An expert's panel decided post-CC recommendations. Data included CC-CLEAR and Leighton-REX scales. Major CC outcomes were associated with the different cleansing grades. RESULTS From 168 CC's included, findings were reported in 123 (73.2%), 67 (54.4%) of those being colorectal polyps. CC-CLEAR influenced CC's lesion detection (OR 1.25 95% IC [1.07-1.46], p-value .004) and polyp detection rate (OR 1.22 95% IC [1.04-1.43], p-value.014). Thirty-two (19%) post-CC colonoscopies were recommended, including 22 (68.75%) with at least one polypectomy. CC-CLEAR was associated with post-CC colonoscopy treatment (OR 1.40 95% IC [1.07-1.84], p-value .015). Regarding surveillance, CC-CLEAR influenced the decision for immediate CC repetition (OR 0.21 95% IC [0.12-0.36], p-value < .001) and the recommendation for CC in 3-5 years' time (OR 1.47 95% IC [1.50-1.86], p-value < .002). The Leighton-Rex scale was not correlated with major CC outcomes. CONCLUSION CC-CLEAR impacts major CC outcomes: lesion detection, surveillance recommendations and post-CC endoscopic treatment.
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Affiliation(s)
- Rui de Sousa Magalhães
- Department of Gastroenterology, Hospital Senhora da Oliveira, Guimarães, Portugal.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Carolina Chálim Rebelo
- Department of Gastroenterology, Hospital do Divino Espírito Santo de Ponta Delgada, EPER, Ponta Delgada, Portugal
| | - Bernardo Sousa-Pinto
- MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal.,CINTESIS - Centre for Health Technology and Services Research, University of Porto, Porto, Portugal
| | - José Pereira
- Department of Gastroenterology, Hospital do Divino Espírito Santo de Ponta Delgada, EPER, Ponta Delgada, Portugal
| | - Pedro Boal Carvalho
- Department of Gastroenterology, Hospital Senhora da Oliveira, Guimarães, Portugal.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Bruno Rosa
- Department of Gastroenterology, Hospital Senhora da Oliveira, Guimarães, Portugal.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Maria J Moreira
- Department of Gastroenterology, Hospital Senhora da Oliveira, Guimarães, Portugal.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Maria A Duarte
- Department of Gastroenterology, Hospital do Divino Espírito Santo de Ponta Delgada, EPER, Ponta Delgada, Portugal
| | - José Cotter
- Department of Gastroenterology, Hospital Senhora da Oliveira, Guimarães, Portugal.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
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Seva RR, Tan ALS, Tejero LMS, Salvacion MLDS. Multi-dimensional readiness assessment of medical devices. THEORETICAL ISSUES IN ERGONOMICS SCIENCE 2022. [DOI: 10.1080/1463922x.2022.2064934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Rosemary Ruiz Seva
- Industrial and Systems Engineering, De La Salle University, Manila, Philippines
| | - Angela Li Sin Tan
- Defence Medical and Environmental Research Institute - DSO National Laboratories, Singapore, Singapore
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15
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Limpias Kamiya KJ, Hosoe N, Hayashi Y, Kawaguchi T, Takabayashi K, Ogata H, Kanai T. Video capsule endoscopy in inflammatory bowel disease. DEN OPEN 2022; 2:e26. [PMID: 35310695 PMCID: PMC8828198 DOI: 10.1002/deo2.26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 04/30/2021] [Indexed: 12/22/2022]
Affiliation(s)
- Kenji J.L. Limpias Kamiya
- Division of Gastroenterology and Hepatology Department of Internal Medicine Keio University School of Medicine Tokyo Japan
| | - Naoki Hosoe
- Center for Diagnostic and Therapeutic Endoscopy Keio University School of Medicine Tokyo Japan
| | - Yukie Hayashi
- Division of Gastroenterology and Hepatology Department of Internal Medicine Keio University School of Medicine Tokyo Japan
| | - Takaaki Kawaguchi
- Division of Gastroenterology and Hepatology Department of Internal Medicine Keio University School of Medicine Tokyo Japan
| | - Kaoru Takabayashi
- Center for Diagnostic and Therapeutic Endoscopy Keio University School of Medicine Tokyo Japan
| | - Haruhiko Ogata
- Center for Diagnostic and Therapeutic Endoscopy Keio University School of Medicine Tokyo Japan
| | - Takanori Kanai
- Division of Gastroenterology and Hepatology Department of Internal Medicine Keio University School of Medicine Tokyo Japan
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16
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Sung KI, Wang YP, Chang TE, Wang HS, Jiang JK, Luo JC, Lee FY, Hou MC, Lu CL. Safety and importance of colonoscopy in nonagenarians. J Chin Med Assoc 2022; 85:304-310. [PMID: 34759213 DOI: 10.1097/jcma.0000000000000652] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND With the growth of the aging population, the need for colonoscopies in nonagenarians is rising. However, few data on colonoscopies in extremely elderly individuals are available. To better acknowledge the role of colonoscopies in this specific group of patients, we conducted this study to evaluate the safety and clinical impact of colonoscopy in nonagenarian patients. METHODS We performed a retrospective cohort study comparing nonagenarians who received colonoscopy in a tertiary medical center in Taiwan in 2016 with 76- to 80-year-old patients (relatively elderly patients) who were 1:1 propensity score matched by sex as the control subjects. The postcolonoscopy 30-day adverse events, mortality, and long-term survival were recorded. RESULTS A total of 137 nonagenarians and 137 relatively elderly patients were included. The nonagenarians receiving colonoscopy were more likely to be hospitalized (40.1% vs 19.7%, p < 0.001), and the adjusted colonoscopy completion rates were comparable in both groups (92.0% vs 97.1%, p = 0.063). The overall adverse event rate and postcolonoscopy 30-day mortality rates were low in both groups (2.9% vs 1.5%, p = 0.409 and 2.2% vs 1.5%, p = 0.652, respectively). A total of 18.2% of the nonagenarians were diagnosed with advanced neoplasia. Among the nonagenarians diagnosed with colorectal cancer, the patients receiving surgery had a significantly lower risk of death than the patients receiving conservative management (hazards ratio 0.1044, 0.01275-0.8529, p = 0.0352). CONCLUSION Colonoscopy in patients older than 90 years is generally safe. Colonoscopy findings that led to surgery in nonagenarians diagnosed with colorectal cancer were associated with survival benefits.
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Affiliation(s)
- Kuan-I Sung
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Yen-Po Wang
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Tien-En Chang
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Huann-Sheng Wang
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Colon and Rectum Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Jeng-Kai Jiang
- Division of Colon and Rectum Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Jiing-Chyuan Luo
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Keelung Hospital, Ministry of Health and Welfare, Keelung, Taiwan, ROC
| | - Fa-Yauh Lee
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Ming-Chih Hou
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Ching-Liang Lu
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
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Review: Colon Capsule Endoscopy in Inflammatory Bowel Disease. Diagnostics (Basel) 2022; 12:diagnostics12010149. [PMID: 35054315 PMCID: PMC8775260 DOI: 10.3390/diagnostics12010149] [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: 12/01/2021] [Revised: 12/25/2021] [Accepted: 01/04/2022] [Indexed: 11/19/2022] Open
Abstract
The COVID-19 pandemic has caused considerable disruption in healthcare services and has had a substantial impact on the care of patients with chronic diseases, such as inflammatory bowel disease. Endoscopy services were significantly restricted, resulting in long waiting lists. There has been a growing interest in the use of capsule endoscopy in the diagnostic pathway and management of these patients. This review explores the published literature on the role of colon capsule endoscopy in ulcerative colitis and Crohn’s disease as a method for mucosal assessment of extent, severity, and response to treatment. Colon capsule preparation regimens and scoring systems are reported. The studies indicate that, despite inherent limitations of minimally invasive capsule endoscopy, there is increasing evidence to support the use of the second-generation colon capsule in inflammatory bowel disease evaluation, providing an additional pathway to expedite investigation of appropriate patients especially during and after the pandemic.
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18
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Mi J, Han X, Wang R, Ma R, Zhao D. Diagnostic Accuracy of Wireless Capsule Endoscopy in Polyp Recognition Using Deep Learning: A Meta-Analysis. Int J Clin Pract 2022; 2022:9338139. [PMID: 35685533 PMCID: PMC9159236 DOI: 10.1155/2022/9338139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/18/2022] [Accepted: 02/25/2022] [Indexed: 12/24/2022] Open
Abstract
AIM As the completed studies have small sample sizes and different algorithms, a meta-analysis was conducted to assess the accuracy of WCE in identifying polyps using deep learning. METHOD Two independent reviewers searched PubMed, Embase, the Web of Science, and the Cochrane Library for potentially eligible studies published up to December 8, 2021, which were analysed on a per-image basis. STATA RevMan and Meta-DiSc were used to conduct this meta-analysis. A random effects model was used, and a subgroup and regression analysis was performed to explore sources of heterogeneity. RESULTS Eight studies published between 2017 and 2021 included 819 patients, and 18,414 frames were eventually included in the meta-analysis. The summary estimates for the WCE in identifying polyps by deep learning were sensitivity 0.97 (95% confidence interval (CI), 0.95-0.98); specificity 0.97 (95% CI, 0.94-0.98); positive likelihood ratio 27.19 (95% CI, 15.32-50.42); negative likelihood ratio 0.03 (95% CI 0.02-0.05); diagnostic odds ratio 873.69 (95% CI, 387.34-1970.74); and the area under the sROC curve 0.99. CONCLUSION WCE uses deep learning to identify polyps with high accuracy, but multicentre prospective randomized controlled studies are needed in the future.
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Affiliation(s)
- Junjie Mi
- Digestive Endoscopy Center, Shanxi Provincial People's Hospital, Taiyuan, China
| | - Xiaofang Han
- Reproductive Medicine, Shanxi Provincial People's Hospital, Taiyuan, China
| | - Rong Wang
- Digestive Endoscopy Center, Shanxi Provincial People's Hospital, Taiyuan, China
| | - Ruijun Ma
- Digestive Endoscopy Center, Shanxi Provincial People's Hospital, Taiyuan, China
| | - Danyu Zhao
- Digestive Endoscopy Center, Shanxi Provincial People's Hospital, Taiyuan, China
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Felder S, Mayrhofer T. Basic Tools in Medical Decision Making. Med Decis Making 2022. [DOI: 10.1007/978-3-662-64654-0_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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20
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Almeida-Lousada H, Mestre A, Ramalhete S, Price AJ, de Mello RA, Marreiros AD, Neves RPD, Castelo-Branco P. Screening for Colorectal Cancer Leading into a New Decade: The "Roaring '20s" for Epigenetic Biomarkers? Curr Oncol 2021; 28:4874-4893. [PMID: 34898591 PMCID: PMC8628779 DOI: 10.3390/curroncol28060411] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/12/2021] [Accepted: 11/17/2021] [Indexed: 12/16/2022] Open
Abstract
Colorectal cancer (CRC) has an important bearing (top five) on cancer incidence and mortality in the world. The etiology of sporadic CRC is related to the accumulation of genetic and epigenetic alterations that result in the appearance of cancer hallmarks such as abnormal proliferation, evasion of immune destruction, resistance to apoptosis, replicative immortality, and others, contributing to cancer promotion, invasion, and metastasis. It is estimated that, each year, at least four million people are diagnosed with CRC in the world. Depending on CRC staging at diagnosis, many of these patients die, as CRC is in the top four causes of cancer death in the world. New and improved screening tests for CRC are needed to detect the disease at an early stage and adopt patient management strategies to decrease the death toll. The three pillars of CRC screening are endoscopy, radiological imaging, and molecular assays. Endoscopic procedures comprise traditional colonoscopy, and more recently, capsule-based endoscopy. The main imaging modality remains Computed Tomography (CT) of the colon. Molecular approaches continue to grow in the diversity of biomarkers and the sophistication of the technologies deployed to detect them. What started with simple fecal occult blood tests has expanded to an armamentarium, including mutation detection and identification of aberrant epigenetic signatures known to be oncogenic. Biomarker-based screening methods have critical advantages and are likely to eclipse the classical modalities of imaging and endoscopy in the future. For example, imaging methods are costly and require highly specialized medical personnel. In the case of endoscopy, their invasiveness limits compliance from large swaths of the population, especially those with average CRC risk. Beyond mere discomfort and fear, there are legitimate iatrogenic concerns associated with endoscopy. The risks of perforation and infection make endoscopy best suited for a confirmatory role in cases where there are positive results from other diagnostic tests. Biomarker-based screening methods are largely non-invasive and are growing in scope. Epigenetic biomarkers, in particular, can be detected in feces and blood, are less invasive to the average-risk patient, detect early-stage CRC, and have a demonstrably superior patient follow-up. Given the heterogeneity of CRC as it evolves, optimal screening may require a battery of blood and stool tests, where each can leverage different pathways perturbed during carcinogenesis. What follows is a comprehensive, systematic review of the literature pertaining to the screening and diagnostic protocols used in CRC. Relevant articles were retrieved from the PubMed database using keywords including: "Screening", "Diagnosis", and "Biomarkers for CRC". American and European clinical trials in progress were included as well.
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Affiliation(s)
- Hélder Almeida-Lousada
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Algarve Biomedical Center Research Institute (ABC-RI), 8005-139 Faro, Portugal
| | - André Mestre
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Algarve Biomedical Center Research Institute (ABC-RI), 8005-139 Faro, Portugal
| | - Sara Ramalhete
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Algarve Biomedical Center Research Institute (ABC-RI), 8005-139 Faro, Portugal
| | - Aryeh J. Price
- School of Law, University of California, Berkeley, CA 94704, USA;
| | - Ramon Andrade de Mello
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Division of Medical Oncology, Escola Paulista de Medicina, Federal University of São Paulo (UNIFESP), São Paulo 04037-004, Brazil
- Precision Oncology & Health Economics Group (ONCOPRECH), Post-Graduation Program in Medicine, Nine of July University (UNINOVE), São Paulo 01525-000, Brazil
| | - Ana D. Marreiros
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Algarve Biomedical Center Research Institute (ABC-RI), 8005-139 Faro, Portugal
| | - Ricardo Pires das Neves
- CNC—Center for Neuroscience and Cell Biology, CIBB—Centre for Innovative Biomedicine and Biotechnology, University of Coimbra, 3004-517 Coimbra, Portugal
- IIIUC—Institute of Interdisciplinary Research, University of Coimbra, 3004-517 Coimbra, Portugal
- Correspondence: (R.P.d.N.); (P.C.-B.); Tel.: +351-231-249-170 (R.P.d.N.); +351-289-800-100 (ext. 7813) (P.C.-B.)
| | - Pedro Castelo-Branco
- Faculty of Medicine and Biomedical Sciences (FMCB), Campus de Gambelas, University of Algarve, 8005-139 Faro, Portugal; (H.A.-L.); (A.M.); (S.R.); (R.A.d.M.); (A.D.M.)
- Algarve Biomedical Center Research Institute (ABC-RI), 8005-139 Faro, Portugal
- Champalimaud Research Program, Champalimaud Center for the Unknown, 1400-038 Lisbon, Portugal
- Correspondence: (R.P.d.N.); (P.C.-B.); Tel.: +351-231-249-170 (R.P.d.N.); +351-289-800-100 (ext. 7813) (P.C.-B.)
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O’Hara F, McNamara D. Small-Bowel Capsule Endoscopy-Optimizing Capsule Endoscopy in Clinical Practice. Diagnostics (Basel) 2021; 11:2139. [PMID: 34829486 PMCID: PMC8623858 DOI: 10.3390/diagnostics11112139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/03/2021] [Accepted: 11/09/2021] [Indexed: 11/21/2022] Open
Abstract
The small bowel is the longest organ within the gastrointestinal tract. The emergence of small bowel capsule endoscopy (SBCE) over the last 20 years has revolutionized the investigation and diagnosis of small bowel pathology. Its utility as a non-invasive and well-tolerated procedure, which can be performed in an outpatient setting, has made it a valuable diagnostic tool. The indications for SBCE include obscure gastrointestinal bleeding, small bowel Crohn's disease, and, less frequently for screening in polyposis syndromes, celiac disease, or other small bowel pathology. Currently, there are several small bowel capsules on the market from different manufacturers; however, they share many technological features. The European Society of Gastrointestinal Endoscopy (ESGE) only recently developed a set of key quality indicators to guide quality standards in this area. Many of the technical aspects of capsule endoscopy still feature a degree of uncertainty in terms of optimal performance. Incomplete studies due to slow transit through the bowel, poor imaging secondary to poor preparation, and the risk of capsule retention remain frustrations in its clinical utility. Capsule review is a time-consuming process; however, artificial intelligence and machine learning offer opportunities to improve this. This narrative review examines our current standing in a number of these aspects and the potential to further the application of SBCE in order to maximize its diagnostic utility.
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Affiliation(s)
- Fintan O’Hara
- Department of Gastroenterology, Tallaght University Hospital, D24 NR0A Dublin, Ireland;
- TAGG Research Centre, School of Medicine, Trinity College, D24 NR0A Dublin, Ireland
| | - Deirdre McNamara
- Department of Gastroenterology, Tallaght University Hospital, D24 NR0A Dublin, Ireland;
- TAGG Research Centre, School of Medicine, Trinity College, D24 NR0A Dublin, Ireland
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22
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Ogata N, Ohtsuka K, Ogawa M, Maeda Y, Ishida F, Kudo SE. Image-Enhanced Capsule Endoscopy Improves the Identification of Small Intestinal Lesions. Diagnostics (Basel) 2021; 11:diagnostics11112122. [PMID: 34829469 PMCID: PMC8621083 DOI: 10.3390/diagnostics11112122] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 11/09/2021] [Accepted: 11/13/2021] [Indexed: 12/14/2022] Open
Abstract
Image-enhanced endoscopy is useful for diagnosing and identifying lesions in the gastrointestinal tract. Recently, image-enhanced endoscopy has become a breakthrough technology that has attracted significant attention. This image enhancing technology is available for capsule endoscopy, which is an effective tool for small intestinal lesions and has been applied in flexible spectral color enhancement technology and in contrast capsule like narrow-band imaging. In this field, most researchers focus on improving the visibility and detection of small intestinal lesions. This review summarizes previous studies on image-enhanced capsule endoscopy and aims to evaluate the efficacy of this technology.
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Affiliation(s)
- Noriyuki Ogata
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
- Correspondence:
| | - Kazuo Ohtsuka
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
- Department of Endoscopy, Tokyo Medical and Dental University, Medical Hospital, Tokyo 113-0034, Japan
| | - Masataka Ogawa
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
| | - Yasuharu Maeda
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
| | - Fumio Ishida
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
| | - Shin-ei Kudo
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama 224-8503, Japan; (K.O.); (M.O.); (Y.M.); (F.I.); (S.-e.K.)
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Bjoersum-Meyer T, Skonieczna-Zydecka K, Cortegoso Valdivia P, Stenfors I, Lyutakov I, Rondonotti E, Pennazio M, Marlicz W, Baatrup G, Koulaouzidis A, Toth E. Efficacy of bowel preparation regimens for colon capsule endoscopy: a systematic review and meta-analysis. Endosc Int Open 2021; 9:E1658-E1673. [PMID: 34790528 PMCID: PMC8589531 DOI: 10.1055/a-1529-5814] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 06/04/2021] [Indexed: 12/11/2022] Open
Abstract
Background and study aims Colon capsule endoscopy (CCE) is an alternative to conventional colonoscopy (CC) in specific clinical settings. High completion rates (CRs) and adequate cleanliness rates (ACRs) are fundamental quality parameters if CCE is to be widely implemented as a CC equivalent diagnostic modality. We conducted a systematic review and meta-analysis to investigate the efficacy of different bowel preparations regimens on CR and ACR in CCE. Patients and methods We performed a systematic literature search in PubMed, Embase, CINAHL, Web of Science, and the Cochrane Library. Data were independently extracted per the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). The primary outcome measures (CR, ACR) were retrieved from the individual studies and pooled event rates were calculated. Results Thirty-four observational (OBS) studies (n = 3,789) and 12 randomized clinical trials (RCTs) (n = 1,214) comprising a total 5,003 patients were included. The overall CR was 0.798 (95 % CI, 0.764-0.828); the highest CRs were observed with sodium phosphate (NaP) + gastrografin booster (n = 2, CR = 0.931, 95 % CI, 0.820-0.976). The overall ACR was 0.768 (95 % CI, 0.735-0.797); the highest ACRs were observed with polyethylene glycol (PEG) + magnesium citrate (n = 4, ER = 0.953, 95 % CI, 0.896-0.979). Conclusions In the largest meta-analysis on CCE bowel preparation regimens, we found that both CRs and ACRs are suboptimal compared to the minimum recommended standards for CC. PEG laxative and NaP booster were the most commonly used but were not associated with higher CRs or ACRs. Well-designed studies on CCE should be performed to find the optimal preparation regimen.
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Affiliation(s)
| | | | - Pablo Cortegoso Valdivia
- Gastroenterology and Endoscopy Unit, University Hospital of Parma, University of Parma, Parma, Italy.
| | - Irene Stenfors
- Department of Gastroenterology, Skåne University Hospital, Malmö, Lund University, Sweden
| | - Ivan Lyutakov
- Department of Gastroenterology, University Hospital “Tsaritsa Yoanna – ISUL”, Medical University Sofia, Bulgaria
| | | | - Marco Pennazio
- University Division of Gastroenterology, City of Health and Science University Hospital, Turin, Italy
| | - Wojciech Marlicz
- Department of Gastroenterology, Pomeranian Medical University, Szczecin, Poland,The Centre for Digestive Diseases, Endoklinika, Szczecin, Poland
| | - Gunnar Baatrup
- Department of Surgery, Odense University Hospital, Odense Denmark
| | - Anastasios Koulaouzidis
- Department of Social Medicine & Public Health, Pomeranian Medical University, Szczecin, Poland
| | - Ervin Toth
- Department of Gastroenterology, Skåne University Hospital, Malmö, Lund University, Sweden
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Hong SM, Jung SH, Baek DH. Diagnostic Yields and Clinical Impacts of Capsule Endoscopy. Diagnostics (Basel) 2021; 11:diagnostics11101842. [PMID: 34679540 PMCID: PMC8534535 DOI: 10.3390/diagnostics11101842] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/28/2021] [Accepted: 09/29/2021] [Indexed: 12/12/2022] Open
Abstract
Observing the entire small bowel is difficult due to the presence of complex loops and a long length. Capsule endoscopy (CE) provides a noninvasive and patient-friendly method for visualizing the small bowel and colon. Small bowel capsule endoscopy (SBCE) has a critical role in the diagnosis of small bowel disorders through the direct observation of the entire small bowel mucosa and is becoming the primary diagnostic tool for small bowel diseases. Recently, colon capsule endoscopy (CCE) was also considered safe and feasible for obtaining sufficient colonic images in patients with incomplete colonoscopy, in the absence of bowel obstruction. This review article assesses the current status of CE in terms of the diagnostic yield and the clinical impact of SBCE in patients with obscure gastrointestinal bleeding, who have known or suspected Crohn's disease, small bowel tumor and inherited polyposis syndrome, celiac disease, and those who have undergone CCE.
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Affiliation(s)
- Seung Min Hong
- Department of Internal Medicine, Pusan National University School of Medicine, Busan 49421, Korea;
- Biomedical Research Institute, Pusan National University Hospital, Busan 49421, Korea
| | - Sung Hoon Jung
- Department of Internal Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Korea;
| | - Dong Hoon Baek
- Department of Internal Medicine, Pusan National University School of Medicine, Busan 49421, Korea;
- Biomedical Research Institute, Pusan National University Hospital, Busan 49421, Korea
- Correspondence: ; Tel./Fax: +82-51-2448180
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Quantitative Assessment of Radiologically Indeterminate Local Colonic Wall Thickening on Iodine Density Images Using Dual-Layer Spectral Detector CT. Acad Radiol 2021; 28:1368-1374. [PMID: 32622742 DOI: 10.1016/j.acra.2020.06.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 06/08/2020] [Accepted: 06/08/2020] [Indexed: 01/14/2023]
Abstract
RATIONALE AND OBJECTIVES To assess local colonic wall thickening (LCWT, thicknesses: >3 mm, lengths: <5 cm) quantitatively on iodine density images using dual-layer spectral detector computed tomography (DLSCT). MATERIALS AND METHODS This retrospective study included 80 patients who underwent both conventional contrast-enhanced CT and colonoscopy within one month. The region of interest was delineated on the chosen images with the iodine density image model. The iodine concentration (IC), normalized IC (NIC), and thickness of the colonic wall in the lesion area were compared between the pathological and nonpathological groups. RESULTS There were 50 patients whose area of LCWT discovered at CT scans displayed colon neoplasia at colonoscopy. The other 30 patients with LCWT on CT images showed normal appearances during colonoscopy. There was no significant difference in colonic wall thickness between the pathological and nonpathological (p> 0.05) LCWT groups. The IC and NIC of patients with colon neoplasms were significantly higher than those with nonpathologic LCWT (both p< 0.001). The ROC curve showed that when IC and NIC was 1.49 mg/mL and 0.33, the sensitivity and specificity for diagnosing colon neoplasm were 91.5% and 75.8%, 85.1% and 84.8%, respectively. CONCLUSION IC and NIC values from DLSCT could provide a satisfied diagnostic value to identify LCWT caused by colon neoplasia.
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Lavage, Simethicone, and Prokinetics-What to Swallow with a Video Capsule. Diagnostics (Basel) 2021; 11:diagnostics11091711. [PMID: 34574051 PMCID: PMC8465944 DOI: 10.3390/diagnostics11091711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/11/2021] [Accepted: 09/14/2021] [Indexed: 12/12/2022] Open
Abstract
The development of new capsules now allows endoscopic diagnosis in all segments of the gastrointestinal tract and comes with new needs for differentiated preparation regimens. Although the literature is steadily increasing, the results of the conducted trials on preparation are sometimes conflicting. The ingestion of simethicone before gastric and small bowel capsule endoscopy for prevention of air bubbles is established. The value of a lavage before small bowel capsule endoscopy (SBCE) is recommended, although not supported by all studies. Ingestion in the morning before the procedure seems useful for the improvement of mucosa visualization. Lavage after swallowing of the capsule seems to improve image quality, and in some studies also diagnostic yield. Prokinetics has been used with first generation capsules to shorten gastric transit time and increase the rate of complete small bowel visualization. With the massively prolonged battery capacity of the new generation small bowel capsules, prokinetics are only necessary in significantly delayed gastric emptying as documented by a real-time viewer. Lavage is crucial for an effective colon capsule or pan-intestinal capsule endoscopy. Mainly high or low volume polyethylene glycol (PEG) is used. Apart from achieving optimal cleanliness, propulsion of the capsule by ingested boosts is required to obtain a complete passage through the colon within the battery lifetime. Boosts with low volume sodium picosulfate (NaP) or diatrizoate (gastrografin) seem most effective, but potentially have more side effects than PEG. Future research is needed for more patient friendly but effective preparations, especially for colon capsule and pan-intestinal capsule endoscopy.
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Benech N, Vinet O, Gaudin JL, Benamouzig R, Dray X, Ponchon T, Galmiche JP, Sacher-Huvelin S, Samaha E, Saurin JC. Colon capsule endoscopy in clinical practice: lessons from a national 5-year observational prospective cohort. Endosc Int Open 2021; 9:E1542-E1548. [PMID: 34540548 PMCID: PMC8445686 DOI: 10.1055/a-1526-0923] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/25/2021] [Indexed: 02/08/2023] Open
Abstract
Background and study aims Colon capsule endoscopy (CCE) has been proposed as an alternative to colonoscopy for screening patients at average risk of colorectal cancer (CRC). A prospective national cohort was developed to assess relevance of CCE in real-life practice and its short- and long-term impacts on clinical management. Patients and methods All patients who underwent a CCE in France were prospectively enrolled from January 2011 to May 2016 and reached annually by phone until May 2017. All CCE and colonoscopy reports were systematically collected. Results During the study period, 689 CCEs were analyzed from 14 medical centers. Median follow-up time was 35 months [IQR: 12-50]. Indication for CCE was mainly for elderly patients (median age: 70 years, IQR: [61-79]) due to anesthetic or colonoscopy contraindication (n = 307; 44.6 %). Only 337 CCEs (48.9 %) were both complete and with adequate bowel preparation. Advanced neoplasia (adenoma with high-grade dysplasia or CRC) was diagnosed following 32 CCEs (4.6 %). Among patients who underwent colonoscopy or therapeutic surgery following CCE, 18.8 % of all advanced neoplasias (6/32) had not been diagnosed by CCE mainly due to technical issues. Performing a colonoscopy in the case of significant polyps or insufficient bowel cleansing or after an incomplete CCE allowed the diagnosis of 96.9 % of all identified advanced neoplasias (31/32). Conclusions Outside the scope of academic trials, improvement is needed to increase the reliability of CCE as less than half were considered optimal i. e. complete with adequate bowel cleansing. Most of missed colonic advanced neoplasia were due to incomplete CCE with distal neoplasia location.
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Affiliation(s)
- Nicolas Benech
- Service d’Hépato-Gastroentérologie, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Olivier Vinet
- Service d’Hépato-Gastroentérologie, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Jean-Louis Gaudin
- Service d’Hépato-Gastroentérologie, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Robert Benamouzig
- Service de Gastro-entérologie, Hôpital d’Avicenne, Assistance Publique- Hôpitaux de Paris, Bobigny, France
| | - Xavier Dray
- Centre d’Endoscopie digestive, Hôpital Saint-Antoine, Assistance Publique- Hôpitaux de Paris, Paris, France
| | - Thierry Ponchon
- Service d’Hépato-Gastroentérologie, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | | | | | - Elia Samaha
- Service de Gastroentérologie, Hôpital Européen Georges Pompidou, Assistance Publique- Hôpitaux de Paris, Paris, France
| | - Jean-Christophe Saurin
- Service d’Hépato-Gastroentérologie, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
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Takashima K, Komeda Y, Sakurai T, Masaki S, Nagai T, Matsui S, Hagiwara S, Takenaka M, Nishida N, Kashida H, Nakaji K, Watanabe T, Kudo M. Castor oil as booster for colon capsule endoscopy preparation reduction: A prospective pilot study and patient questionnaire. World J Gastrointest Pharmacol Ther 2021. [DOI: 10.4292/wjg.v12.i4.79] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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Takashima K, Komeda Y, Sakurai T, Masaki S, Nagai T, Matsui S, Hagiwara S, Takenaka M, Nishida N, Kashida H, Nakaji K, Watanabe T, Kudo M. Castor oil as booster for colon capsule endoscopy preparation reduction: A prospective pilot study and patient questionnaire. World J Gastrointest Pharmacol Ther 2021; 12:79-89. [PMID: 34316385 PMCID: PMC8290927 DOI: 10.4292/wjgpt.v12.i4.79] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/22/2021] [Accepted: 05/20/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Preparation for colon capsule endoscopy (CCE) requires a large liquid laxative volume for capsule excretion, which compromises the procedure's tolerability.
AIM To assess the safety and utility of castor oil-boosted bowel preparation.
METHODS This prospective cohort study including 20 patients (age range, 16-80 years; six men and 14 women) suspected of having colorectal disease was conducted at Kindai University Hospital from September 2017 to August 2019. All patients underwent CCE because of the following inclusion criteria: previous incomplete colonoscopy in other facility (n = 20), history of abdominal surgery (n = 7), or organ abnormalities such as multiple diverticulum (n = 4) and adhesion after surgery (n = 6). The exclusion criteria were as follows: Dysphagia, history of allergic reactions to the drugs used in this study (magnesium citrate, polyethylene glycol, metoclopramide, and castor oil), possibility of pregnancy, possibility of bowel obstruction or stenosis based on symptoms, or scheduled magnetic resonance imaging within 2 wk after CCE. The primary outcome was the capsule excretion rate within the battery life, as evaluated by the total large bowel observation rate, large bowel transit time, and bowel creasing level using a five-grade scale in different colorectal segments. The secondary outcomes were complications, colorectal lesion detection rates, and patients’ tolerability.
RESULTS The castor oil-based regimen was implemented in 17 patients. Three patients cancelled CCE because they could tolerate castor oil, but not liquid laxatives. The capsule excretion rate within the battery life was 88% (15/17). The mean large bowel transit time was 236 min. Approximately 70% of patients had satisfactory colon cleansing levels. CCE detected colon polyps (14/17, 82%) and colonic diverticulum (4/12, 33%). The sensitivity, specificity, and diagnostic accuracy rates for detecting colorectal polyps (size ≥ 6 mm) were 76.9%, 75.0%, and 76.4%, respectively. The sensitivity, specificity, and diagnostic accuracy rates for detection of diverticulum were 100% each. Twelve patients (71%) rated CCE as more than “good”, confirming the new regimen’s tolerability. No serious adverse events occurred during this study.
CONCLUSION The castor oil-based regimen could reduce bowel preparation dose and improve CCE tolerability.
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Affiliation(s)
- Kota Takashima
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Yoriaki Komeda
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Toshiharu Sakurai
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Sho Masaki
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Tomoyuki Nagai
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Shigenaga Matsui
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Satoru Hagiwara
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Mamoru Takenaka
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Naoshi Nishida
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Hiroshi Kashida
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Konosuke Nakaji
- Division of Gastroenterology, Department of Internal Medicine, Endoscopy Center, Aishinkai Nakae Hospital, Wakayama-Shi 640-8461, Japan
| | - Tomohiro Watanabe
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 589-8511, Japan
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Nakazawa K, Nouda S, Kakimoto K, Kinoshita N, Tanaka Y, Tawa H, Koshiba R, Naka Y, Hirata Y, Ota K, Kawakami K, Takeuchi T, Inoue T, Miyazaki T, Sanomura M, Nakamura S, Saito Y, Higuchi K. The Differential Diagnosis of Colorectal Polyps Using Colon Capsule Endoscopy. Intern Med 2021; 60:1805-1812. [PMID: 33456043 PMCID: PMC8263190 DOI: 10.2169/internalmedicine.6446-20] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 11/11/2020] [Indexed: 12/22/2022] Open
Abstract
Objective Although colorectal polyps (CPs) can be observed with colon capsule endoscopy (CCE), it is difficult to determine the type of polyp using CCE. The objective of this study was to differentiate adenomatous polyps (APs) from hyperplastic polyps (HPs) with CCE. Methods In this single-center retrospective study, an analysis was conducted on the same CPs with both CCE and colonoscopy (CS) and histopathologically diagnosed as AP or HP. The color difference (ΔE) between the polyp surface and the surrounding mucosa was calculated using the CIE1976 L*a*b* color space method on white light (WL), flexible spectral imaging color enhancement (FICE), and blue mode (BM) CP images. We investigated the ability of the ratio of the color differences (ΔE') to differentiate between APs and HPs. Results The size of all 51 polyps (34 APs, 17 HPs) was 7.5±4.6 mm with CCE and 7.3±4.2 mm with CS, and this difference was not significant (p=0.28). The FICEΔE' of APs was 3.3±1.8, which was significantly higher than the FICEΔE' of HPs (1.3±0.6; p<0.001). A receiver operating characteristic analysis showed that FICEΔE' was useful for differentiating between APs and HPs, with an area under the curve of 0.928 (95% confidence interval, 0.843-1). The sensitivity was 91.2%, and the specificity was 88.2% with a cut-off value of 1.758. Conclusion Using FICE on CCE images of CPs and applying the CIELAB color space method, we were able to differentiate between APs and HPs with high accuracy. This method has the potential to reduce unnecessary CS procedures.
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Affiliation(s)
- Kei Nakazawa
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
- Endoscopy Division, National Cancer Center Hospital, Japan
| | - Sadaharu Nouda
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Kazuki Kakimoto
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | | | - Yasuyoshi Tanaka
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Hideki Tawa
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Ryoji Koshiba
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Yutaka Naka
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Yuki Hirata
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Kazuhiro Ota
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Ken Kawakami
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | | | - Takuya Inoue
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Takako Miyazaki
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Makoto Sanomura
- Department of Gastroenterology, Hokusetsu General Hospital, Japan
| | - Shiro Nakamura
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Japan
| | - Kazuhide Higuchi
- 2nd Department of Internal Medicine, Osaka Medical College, Japan
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Tabone T, Koulaouzidis A, Ellul P. Scoring Systems for Clinical Colon Capsule Endoscopy-All You Need to Know. J Clin Med 2021; 10:jcm10112372. [PMID: 34071209 PMCID: PMC8199426 DOI: 10.3390/jcm10112372] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 05/03/2021] [Accepted: 05/26/2021] [Indexed: 11/24/2022] Open
Abstract
In the constantly developing era of minimal diagnostic invasiveness, the role of colon capsule endoscopy in colonic examination is being increasingly recognised, especially in the context of curtailed endoscopy services due to the COVID-19 pandemic. It is a safe diagnostic tool with low adverse event rates. As with other endoscopic modalities, various colon capsule endoscopy scores allow the standardisation of reporting and reproducibility. As bowel cleanliness affects CCE’s diagnostic yield, a few operator-dependent scores (Leighton–Rex and CC-CLEAR scores) and a computer-dependent score (CAC score) have been developed to grade bowel cleanliness objectively. CCE can be used to monitor IBD mucosal disease activity through the UCEIS and the panenteric CECDAIic score for UC and CD, respectively. CCE may also have a role in CRC screening, given similar sensitivity and specificity rates to conventional colonoscopy to detect colonic polyps ≥ 10 mm and CRC. Given CCE’s diagnostic yield and reproducible clinical scores with high inter-observer agreements, CCE is fast becoming a suitable alternative to conventional colonoscopy in specific patient populations.
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Affiliation(s)
- Trevor Tabone
- Gastroenterology Department, Mater Dei Hospital, MSD 2090 Msida, Malta;
- Correspondence:
| | - Anastasios Koulaouzidis
- Department of Social Medicine & Public Health, Pomeranian Medical University, 70-204 Szczecin, Poland;
| | - Pierre Ellul
- Gastroenterology Department, Mater Dei Hospital, MSD 2090 Msida, Malta;
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32
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Hosoe N, Limpias Kamiya KJL, Hayashi Y, Sujino T, Ogata H, Kanai T. Current status of colon capsule endoscopy. Dig Endosc 2021; 33:529-537. [PMID: 32542702 DOI: 10.1111/den.13769] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 06/02/2020] [Accepted: 06/08/2020] [Indexed: 12/16/2022]
Abstract
While both the annual incidence and mortality of colorectal cancer are slowly but steadily decreasing in the United States, the incidence of such malignancy is increasing in Japan. Thus, controlling colorectal cancer in Japan is a major concern. In 2006, colon capsule endoscopy was first introduced by Eliakim et al. First-generation colon capsule endoscopy had a moderate sensitivity for detecting polyps of more than 6 mm. Thus, second-generation colon capsule endoscopy was developed to achieve higher sensitivity. Colonoscopy is the gold standard tool for colorectal cancer surveillance. With an improvement in the imaging function, the performance of second-generation colon capsule endoscopy is almost as satisfactory as that of colonoscopy. Certain situations, such as incomplete colonoscopy and contraindication for use of sedation, can benefit from colon capsule endoscopy. Colon capsule endoscopy requires a more extensive bowel preparation than colonoscopy and computed tomography colonography because it requires laxatives not only for bowel cleansing but also for promoting the excretion of the capsule. Another problem with colon capsule endoscopy includes the burden of reading and interpretation and overlook of the lesions. Currently, the development of automatic diagnosis of colon capsule endoscopy using artificial intelligence is still under progress. Although the available guidelines do not support the use of colon capsule endoscopy for inflammatory bowel disease, the possible application of colon capsule endoscopy is ulcerative colitis. This review article summarizes and focuses on the current status of colon capsule endoscopy for colorectal cancer screening and the possibility for its applicability on inflammatory bowel disease.
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Affiliation(s)
- Naoki Hosoe
- Center for Diagnostic and Therapeutic Endoscopy, Keio University School of Medicine, Tokyo, Japan
| | - Kenji J L Limpias Kamiya
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Yukie Hayashi
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Tomohisa Sujino
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Haruhiko Ogata
- Center for Diagnostic and Therapeutic Endoscopy, Keio University School of Medicine, Tokyo, Japan
| | - Takanori Kanai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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Mitsala A, Tsalikidis C, Pitiakoudis M, Simopoulos C, Tsaroucha AK. Artificial Intelligence in Colorectal Cancer Screening, Diagnosis and Treatment. A New Era. ACTA ACUST UNITED AC 2021; 28:1581-1607. [PMID: 33922402 PMCID: PMC8161764 DOI: 10.3390/curroncol28030149] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 04/09/2021] [Accepted: 04/20/2021] [Indexed: 12/24/2022]
Abstract
The development of artificial intelligence (AI) algorithms has permeated the medical field with great success. The widespread use of AI technology in diagnosing and treating several types of cancer, especially colorectal cancer (CRC), is now attracting substantial attention. CRC, which represents the third most commonly diagnosed malignancy in both men and women, is considered a leading cause of cancer-related deaths globally. Our review herein aims to provide in-depth knowledge and analysis of the AI applications in CRC screening, diagnosis, and treatment based on current literature. We also explore the role of recent advances in AI systems regarding medical diagnosis and therapy, with several promising results. CRC is a highly preventable disease, and AI-assisted techniques in routine screening represent a pivotal step in declining incidence rates of this malignancy. So far, computer-aided detection and characterization systems have been developed to increase the detection rate of adenomas. Furthermore, CRC treatment enters a new era with robotic surgery and novel computer-assisted drug delivery techniques. At the same time, healthcare is rapidly moving toward precision or personalized medicine. Machine learning models have the potential to contribute to individual-based cancer care and transform the future of medicine.
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Affiliation(s)
- Athanasia Mitsala
- Second Department of Surgery, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, Dragana, 68100 Alexandroupolis, Greece; (C.T.); (M.P.); (C.S.)
- Correspondence: ; Tel.: +30-6986423707
| | - Christos Tsalikidis
- Second Department of Surgery, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, Dragana, 68100 Alexandroupolis, Greece; (C.T.); (M.P.); (C.S.)
| | - Michail Pitiakoudis
- Second Department of Surgery, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, Dragana, 68100 Alexandroupolis, Greece; (C.T.); (M.P.); (C.S.)
| | - Constantinos Simopoulos
- Second Department of Surgery, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, Dragana, 68100 Alexandroupolis, Greece; (C.T.); (M.P.); (C.S.)
| | - Alexandra K. Tsaroucha
- Laboratory of Experimental Surgery & Surgical Research, Democritus University of Thrace Medical School, Dragana, 68100 Alexandroupolis, Greece;
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McCain JD, Pasha SF, Leighton JA. Role of Capsule Endoscopy in Inflammatory Bowel Disease. Gastrointest Endosc Clin N Am 2021; 31:345-361. [PMID: 33743930 DOI: 10.1016/j.giec.2020.12.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In Crohn disease (CD), the use of capsule endoscopy (CE) for suspected versus established disease is very different. Most patients with CD are diagnosed with ileocolonoscopy. In patients with a negative ileocolonoscopy, CE is the next best test in suspected CD. In patients with established CD, the potential benefits of CE are rating severity of disease, establishing extent and distribution, and following mucosal healing in a treat to target strategy. In those with proximal small bowel disease, CE can help in diagnosis and prognostication. In ulcerative colitis, CE has a limited role, but that may change with evolving technology.
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Affiliation(s)
- Josiah D McCain
- Division of Gastroenterology and Hepatology, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ 85259, USA
| | - Shabana F Pasha
- Division of Gastroenterology and Hepatology, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ 85259, USA
| | - Jonathan A Leighton
- Division of Gastroenterology and Hepatology, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ 85259, USA.
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Melson J, Trikudanathan G, Abu Dayyeh BK, Bhutani MS, Chandrasekhara V, Jirapinyo P, Krishnan K, Kumta NA, Pannala R, Parsi MA, Sethi A, Trindade AJ, Watson RR, Maple JT, Lichtenstein DR. Video capsule endoscopy. Gastrointest Endosc 2021; 93:784-796. [PMID: 33642034 DOI: 10.1016/j.gie.2020.12.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 02/08/2023]
Affiliation(s)
- Joshua Melson
- Division of Digestive Diseases, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Guru Trikudanathan
- Division of Gastroenterology, Hepatology and Nutrition, University of Minnesota, Minneapolis, Minnesota, USA
| | - Barham K Abu Dayyeh
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Manoop S Bhutani
- Department of Gastroenterology Hepatology and Nutrition, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Vinay Chandrasekhara
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Pichamol Jirapinyo
- Department of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kumar Krishnan
- Division of Gastroenterology, Department of Internal Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nikhil A Kumta
- Division of Gastroenterology, Mount Sinai Hospital, New York, New York, USA
| | - Rahul Pannala
- Department of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Mansour A Parsi
- Section for Gastroenterology and Hepatology, Tulane University Health Sciences Center, New Orleans, Louisiana, USA
| | - Amrita Sethi
- Department of Digestive and Liver Diseases, Columbia University Medical Center/New York-Presbyterian, New York, New York, USA
| | - Arvind J Trindade
- Department of Gastroenterology, Zucker School of Medicine at Hofstra/Northwell, Long Island Jewish Medical Center, New Hyde Park, New York, USA
| | - Rabindra R Watson
- Department of Gastroenterology, Interventional Endoscopy Services, California Pacific Medical Center, San Francisco, California, USA
| | - John T Maple
- Division of Digestive Diseases and Nutrition, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - David R Lichtenstein
- Division of Gastroenterology, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
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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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Möllers T, Schwab M, Gildein L, Hoffmeister M, Albert J, Brenner H, Jäger S. Second-generation colon capsule endoscopy for detection of colorectal polyps: Systematic review and meta-analysis of clinical trials. Endosc Int Open 2021; 9:E562-E571. [PMID: 33860073 PMCID: PMC8041571 DOI: 10.1055/a-1353-4849] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 10/19/2020] [Indexed: 02/07/2023] Open
Abstract
Background and study aims Adherence to colorectal cancer (CRC) screening is still unsatisfactory in many countries, thereby limiting prevention of CRC. Colon capsule endoscopy (CCE), a minimally invasive procedure, could be an alternative to fecal immunochemical tests or optical colonoscopy for CRC screening, and might increase adherence in CRC screening. This systematic review and meta-analysis evaluates the diagnostic accuracy of CCE compared to optical colonoscopy (OC) as the gold standard, adequacy of bowel preparation regimes and the patient perspective on diagnostic measures. Methods We conducted a systematic literature search in PubMed, EMBASE and the Cochrane Register for Clinical Trials. Pooled estimates for sensitivity, specificity and the diagnostic odds ratio with their respective 95 % confidence intervals (CI) were calculated for studies providing sufficient data. Results Of 840 initially identified studies, 13 were included in the systematic review and up to 9 in the meta-analysis. The pooled sensitivities and specificities for polyps ≥ 6 mm were 87 % (95 % CI: 83 %-90 %) and 87 % (95 % CI: 76 %-93 %) in 8 studies, respectively. For polyps ≥ 10 mm, the pooled estimates for sensitivities and specificities were 87 % (95 % CI: 83 %-90 %) and 95 % (95 % CI: 92 %-97 %) in 9 studies, respectively. A patients' perspective was assessed in 31 % (n = 4) of studies, and no preference of CCE over OC was reported. Bowel preparation was adequate in 61 % to 92 % of CCE exams. Conclusions CCE provides high diagnostic accuracy in an adequately cleaned large bowel. Conclusive findings on patient perspectives require further studies to increase acceptance/adherence of CCE for CRC screening.
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Affiliation(s)
- Tobias Möllers
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Centre, Heidelberg, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer Bosch Institute of Clinical Pharmacology, Clinical Pharmacogenomics and Cancer, Stuttgart, Germany,Department of Clinical Pharmacology, University Hospitals Tubingen, Tubingen, Germany,Department of Pharmacy and Biochemistry, University of Tübingen, Tübingen, Germany,German Cancer Consortium, Partner Site Tubingen, Tubingen, Germany
| | - Lisa Gildein
- Department of Gastroenterology and Hepatology, Robert Bosch Hospital, Stuttgart, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Centre, Heidelberg, Germany
| | - Jörg Albert
- Department of Gastroenterology and Hepatology, Robert Bosch Hospital, Stuttgart, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Centre, Heidelberg, Germany,Division of Preventive Oncology, National Center for Tumor Diseases, Heidelberg, Germany,German Cancer Consortium, Heidelberg, Germany
| | - Simon Jäger
- Dr. Margarete Fischer Bosch Institute of Clinical Pharmacology, Clinical Pharmacogenomics and Cancer, Stuttgart, Germany,Department of Clinical Pharmacology, University Hospitals Tubingen, Tubingen, Germany
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Yamada K, Nakamura M, Yamamura T, Maeda K, Sawada T, Mizutani Y, Ishikawa E, Ishikawa T, Kakushima N, Furukawa K, Ohno E, Kawashima H, Honda T, Ishigami M, Fujishiro M. Diagnostic yield of colon capsule endoscopy for Crohn's disease lesions in the whole gastrointestinal tract. BMC Gastroenterol 2021; 21:75. [PMID: 33593297 PMCID: PMC7888071 DOI: 10.1186/s12876-021-01657-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 01/18/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Crohn's disease (CD) can involve the upper gastrointestinal (GI) tract as well as the small and large bowel. PillCam colon capsule endoscopy (PCCE-2) enables observation of the whole GI tract, but its diagnostic yield for CD lesions in the whole GI tract remains unknown. AIM To elucidate the diagnostic yield of PCCE-2 in patients with CD. METHODS Patients with CD who underwent PCCE-2 and double-balloon endoscopy (DBE) using oral and anal approaches were evaluated for CD lesions in the whole GI tract. We divided the small bowel into three segments (jejunum, ileum, and terminal ileum), and the large bowel into four segments (right colon, transverse colon, left colon, rectum). Detection of ulcer scars, erosion, ulcers, bamboo joint-like appearance, and notch-like appearance was assessed in each segment. The diagnostic yield of PCCE-2 was analyzed based on the DBE results as the gold standard. RESULTS Of the total 124 segments, the sensitivities of PCCE-2 for ulcer scars, erosion, and ulcers were 83.3%, 93.8%, and 88.5%, respectively, and the specificities were 76.0%, 78.3%, and 81.6%, respectively. For the 60 small bowel segments, the sensitivities were 84.2%, 95.5%, and 90.0%, respectively, and the specificities were 63.4%, 86.8%, and 87.5%, respectively. For the 64 large bowel segments, the sensitivities were 80.0%, 90.0%, and 83.3%, respectively, and the specificities were 84.7%, 72.2%, and 77.6%, respectively. CONCLUSION PCCE-2 provides a high diagnostic yield for lesions in the whole GI tract of patients with CD. Thus, we recommend its use as a pan-enteric tool in clinical settings.
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Affiliation(s)
- Keisaku Yamada
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Masanao Nakamura
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan.
| | - Takeshi Yamamura
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Keiko Maeda
- Department of Endoscopy, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Tsunaki Sawada
- Department of Endoscopy, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Yasuyuki Mizutani
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Eri Ishikawa
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Takuya Ishikawa
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Naomi Kakushima
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Kazuhiro Furukawa
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Eizaburo Ohno
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Hiroki Kawashima
- Department of Endoscopy, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Takashi Honda
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Masatoshi Ishigami
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Syowa-ku, Nagoya City, Aichi, Japan
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Houwen BB, Dekker E. Colon Capsule Endoscopy: An Alternative for Conventional Colonoscopy? Clin Endosc 2021; 54:4-6. [PMID: 33472344 PMCID: PMC7939767 DOI: 10.5946/ce.2021.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 01/16/2021] [Accepted: 01/16/2021] [Indexed: 12/26/2022] Open
Affiliation(s)
- Britt B.S.L. Houwen
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
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Deep learning for wireless capsule endoscopy: a systematic review and meta-analysis. Gastrointest Endosc 2020; 92:831-839.e8. [PMID: 32334015 DOI: 10.1016/j.gie.2020.04.039] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 04/13/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Deep learning is an innovative algorithm based on neural networks. Wireless capsule endoscopy (WCE) is considered the criterion standard for detecting small-bowel diseases. Manual examination of WCE is time-consuming and can benefit from automatic detection using artificial intelligence (AI). We aimed to perform a systematic review of the current literature pertaining to deep learning implementation in WCE. METHODS We conducted a search in PubMed for all original publications on the subject of deep learning applications in WCE published between January 1, 2016 and December 15, 2019. Evaluation of the risk of bias was performed using tailored Quality Assessment of Diagnostic Accuracy Studies-2. Pooled sensitivity and specificity were calculated. Summary receiver operating characteristic curves were plotted. RESULTS Of the 45 studies retrieved, 19 studies were included. All studies were retrospective. Deep learning applications for WCE included detection of ulcers, polyps, celiac disease, bleeding, and hookworm. Detection accuracy was above 90% for most studies and diseases. Pooled sensitivity and specificity for ulcer detection were .95 (95% confidence interval [CI], .89-.98) and .94 (95% CI, .90-.96), respectively. Pooled sensitivity and specificity for bleeding or bleeding source were .98 (95% CI, .96-.99) and .99 (95% CI, .97-.99), respectively. CONCLUSIONS Deep learning has achieved excellent performance for the detection of a range of diseases in WCE. Notwithstanding, current research is based on retrospective studies with a high risk of bias. Thus, future prospective, multicenter studies are necessary for this technology to be implemented in the clinical use of WCE.
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Hausmann J, Tal A, Gomer A, Philipper M, Moog G, Hohn H, Hesselbarth N, Plass H, Albert J, Finkelmeier F. Colon Capsule Endoscopy: Indications, Findings, and Complications - Data from a Prospective German Colon Capsule Registry Trial (DEKOR). Clin Endosc 2020; 54:92-99. [PMID: 32549533 PMCID: PMC7939783 DOI: 10.5946/ce.2020.049] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/05/2020] [Indexed: 12/15/2022] Open
Abstract
Background/Aims Reliable and especially widely accepted preventive measures are crucial to further reduce the incidence of colorectal cancer (CRC). Colon capsule endoscopy (CCE) might increase the screening numbers among patients unable or unwilling to undergo conventional colonoscopy. This registry trial aimed to document and determine the CCE indications, findings, complications, and adverse events in outpatient practices and clinics throughout Germany.
Methods Patients undergoing CCE between 2010 and 2015 were enrolled in this prospective multicenter registry trial at six German centers. Patient demographics, outcomes, and complications were evaluated.
Results A total of 161 patients were included. Of the CCE evaluations, 111 (68.9%) were considered successful. Pathological findings in the colon (n=92, 60.1%) and in the remaining gastrointestinal tract (n=38, 24.8%) were recorded. The main finding was the presence of polyps (n=52, 32.3%). Furthermore, five carcinomas (3.1%) were detected and histologically confirmed later. Adequate bowel cleanliness was more likely to be achieved in the outpatient setting (p<0.0001). Interestingly, 85 patients (55.6%) chose to undergo CCE based on personal motivation.
Conclusions CCE seems to be a reliable and safe endoscopic tool for screening for CRC and detecting other diseases. Its patient acceptance and feasibility seems to be high, especially in the outpatient setting.
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Affiliation(s)
- Johannes Hausmann
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Hanau, Germany.,Department of Internal Medicine, St. Vinzenz-Hospital, Hanau, Germany
| | - Andrea Tal
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Hanau, Germany
| | - Artur Gomer
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Hanau, Germany
| | | | - Gero Moog
- Gastroenterologische Praxis Dr. Gero Moog, Kassel, Germany
| | - Horst Hohn
- Gastroenterologische Praxis Dr. Horst Hohn, Koblenz, Germany
| | | | - Harald Plass
- Centrum für ambulante Gastroenterologie, Nürnberg, Germany
| | - Jörg Albert
- Gastroenterologie, Hepatologie und Endokrinologie, Robert-Bosch-Krankenhaus, Stuttgart, Germany
| | - Fabian Finkelmeier
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Hanau, Germany
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Deka B, Kalita R, Bhatia D, Mishra A. Applications of paper as a support material in biomedical sciences: A decadal review. SENSORS INTERNATIONAL 2020; 1:100004. [PMID: 38620201 PMCID: PMC7144666 DOI: 10.1016/j.sintl.2020.100004] [Citation(s) in RCA: 3] [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: 01/08/2020] [Revised: 03/15/2020] [Accepted: 03/16/2020] [Indexed: 01/12/2023] Open
Abstract
In human history, the paper has long been used as a platform to record and preserve information. However, over the decades, paper has found its application in Biomedical Sciences, too. Both paper-based microfluidic devices (μPADs) and paper-based cultures and scaffolds have shown immense potential to be used as a sensor as well as a supporting material for in vitro tissue engineering. μPADs can be used to perform low-cost and fast biomolecular assays at Point-Of-Care (POC). They are being used to detect various biomarkers like viral proteins, metabolites, oncogenes, and antigens; and conditions like Venous Thromboembolism (VTE). On the other hand, the paper has also been used to develop paper-based 3D cultures and scaffolds to test drugs, and monitor cytotoxic effects in vitro cell microenvironments and also as implantable tissues. In this review, we intend to enumerate the development in the field of μPADs, paper-based cell cultures, and paper-based scaffolds and their plethora of applications over the last decade.
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Affiliation(s)
- Bimalendu Deka
- Department of Biomedical Engineering, North Eastern Hill University, Shillong, 793022, Meghalaya, India
| | - Rima Kalita
- Department of Biomedical Engineering, North Eastern Hill University, Shillong, 793022, Meghalaya, India
| | - Dinesh Bhatia
- Department of Biomedical Engineering, North Eastern Hill University, Shillong, 793022, Meghalaya, India
| | - Animesh Mishra
- Department of Cardiology, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, 793018, Meghalaya, India
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MacLeod C, Monaghan E, Banerjee A, Jenkinson P, Falconer R, Ramsay G, Watson AJM. Colon capsule endoscopy. Surgeon 2020; 18:251-256. [PMID: 32178986 DOI: 10.1016/j.surge.2020.01.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 01/22/2020] [Indexed: 12/20/2022]
Abstract
There are multiple indications for luminal imaging of the colon. From assessment of known disease, to diagnosing new pathology; intra-luminal visualisation is the mainstay of gastrointestinal diagnosis. Colonoscopy and radiological imaging are currently the most frequently deployed diagnostic methods. However, both have an associated risk profile, have significant resource pressures and are not universally tolerated. Colon capsule endoscopy (CCE) offers an adjunct to these diagnostic options. In this narrative review the utility of CCE is described. Its current uses, potential benefits and future developments are also discussed.
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Affiliation(s)
- C MacLeod
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom.
| | - E Monaghan
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
| | - A Banerjee
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
| | - P Jenkinson
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
| | - R Falconer
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
| | - G Ramsay
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
| | - A J M Watson
- Department of Surgery, Raigmore Hospital, NHS Highland, Old Perth Road, Inverness IV2 3UJ, Scotland, United Kingdom
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Hosoe N, Hayashi Y, Ogata H. Colon Capsule Endoscopy for Inflammatory Bowel Disease. Clin Endosc 2020; 53:550-554. [PMID: 31914721 PMCID: PMC7548148 DOI: 10.5946/ce.2019.156] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 11/23/2019] [Indexed: 12/20/2022] Open
Abstract
Colon capsule endoscopy was initially introduced in 2006. Since the results of a prospective study to evaluate first-generation colon capsule endoscopy efficacy for the detection of colonic neoplasia were unsatisfactory, second-generation colon capsule endoscopy was developed and reported in 2009. In this review article, we provide an overview of the current state of colon capsule endoscopy for evaluation of inflammatory bowel disease in a clinical setting and describe our clinical experience with this technology and its application. Among the various types of inflammatory bowel diseases, ulcerative colitis is the primary target for application of colon capsule endoscopy. Nevertheless, the initial results of studies using first-generation colon capsule endoscopy to evaluate inflammation were unclear. More recently, second-generation colon capsule endoscopy has provided higher accuracy for assessment of inflammation in patients with ulcerative colitis. Colon capsule endoscopy enables noninvasive observation (with reduced volume preparation) of mucosal inflammation severity in patients with ulcerative colitis.
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Affiliation(s)
- Naoki Hosoe
- Center for Diagnostic and Therapeutic Endoscopy, Keio University School of Medicine, Tokyo, Japan
| | - Yukie Hayashi
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Haruhiko Ogata
- Center for Diagnostic and Therapeutic Endoscopy, Keio University School of Medicine, Tokyo, Japan
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Accuracy of Colon Capsule Endoscopy for Colorectal Neoplasia Detection in Individuals Referred for a Screening Colonoscopy. Gastroenterol Res Pract 2019; 2019:5975438. [PMID: 31565052 PMCID: PMC6745144 DOI: 10.1155/2019/5975438] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 05/22/2019] [Accepted: 08/09/2019] [Indexed: 02/08/2023] Open
Abstract
Backround Capsule colonoscopy might present an alternative to colonoscopy for colorectal neoplasia screening. Aim To assess the accuracy of second-generation capsule colonoscopy (CCE2) for colorectal neoplasia detection compared with conventional colonoscopy (CC). Methods From 2011-2015, we performed a multicenter, prospective, cross-over study evaluating the use of CCE2 as a possible colorectal cancer (CRC) screening test based on the assessment of the method's characteristics (accuracy) and safety and patient acceptance of the routine. Enrolled participants fulfilled the CRC screening population criteria if they were asymptomatic, were older than 50, and had no personal or familial history of colorectal neoplasia. The primary outcome was accuracy for the detection of polyps ≥ 6 mm. Secondary outcomes were accuracy for all polyps, polyps ≥ 10 mm, adenomas ≥ 10 mm, and cancers, the quality of bowel cleansing, safety, and CCE2 acceptability by the screening population. Results A total of 236 individuals were examined; 11 patients (5%) were excluded. Therefore, 225 subjects (95%) were considered in the intention-to-screen (ITS) group. A total of 201 patients (89%) completed both examinations successfully (per protocol group). In the ITS group, polyps were diagnosed during CC in 114 subjects (51%); polyps ≥ 6 mm, polyps ≥ 10 mm, and adenomas ≥ 10 mm were diagnosed in 34 (15%), 16 (7%), and 11 (5%) patients, respectively. The sensitivity of CCE2 for polyps ≥ 6 mm, polyps ≥ 10 mm, and adenomas ≥ 10 mm was 79% (95% confidence interval (CI): 62-91%), 88% (95% CI: 62-98%), and 100% (95% CI: 72-100%), respectively. Conclusion Second-generation capsule colonoscopy is a safe, noninvasive, and sensitive method for colorectal neoplasia detection although CC remains the preferred method for considerable proportion of subjects. CCE2 may therefore be accepted as the primary screening test for colorectal cancer screening.
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On Structural Entropy and Spatial Filling Factor Analysis of Colonoscopy Pictures. ENTROPY 2019; 21:e21030256. [PMID: 33266971 PMCID: PMC7514738 DOI: 10.3390/e21030256] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 02/19/2019] [Accepted: 02/27/2019] [Indexed: 12/21/2022]
Abstract
Colonoscopy is the standard device for diagnosing colorectal cancer, which develops from little lesions on the bowel wall called polyps. The Rényi entropies-based structural entropy and spatial filling factor are two scale- and resolution-independent quantities that characterize the shape of a probability distribution with the help of characteristic curves of the structural entropy–spatial filling factor map. This alternative definition of structural entropy is easy to calculate, independent of the image resolution, and does not require the calculation of neighbor statistics, unlike the other graph-based structural entropies.The distant goal of this study was to help computer aided diagnosis in finding colorectal polyps by making the Rényi entropy based structural entropy more understood. The direct goal was to determine characteristic curves that can differentiate between polyps and other structure on the picture. After analyzing the distribution of colonoscopy picture color channels, the typical structures were modeled with simple geometrical functions and the structural entropy–spatial filling factor characteristic curves were determined for these model structures for various parameter sets. A colonoscopy image analying method, i.e., the line- or column-wise scanning of the picture, was also tested, with satisfactory matching of the characteristic curve and the image.
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Ohmiya N, Hotta N, Mitsufuji S, Nakamura M, Omori T, Maeda K, Okuda K, Yatsuya H, Tajiri H. Multicenter feasibility study of bowel preparation with castor oil for colon capsule endoscopy. Dig Endosc 2019; 31:164-172. [PMID: 30102791 DOI: 10.1111/den.13259] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 08/09/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIM Extensive use of laxatives and incomplete excretion rates are problematic for colon capsule endoscopy (CCE). The aim of the present study was to determine the effectiveness of castor oil as a booster. METHODS At four Japanese hospitals, 319 examinees undergoing CCE were enrolled retrospectively. Before and after the introduction of castor oil, other preparation reagents were unchanged. RESULTS Of 319 examinees who underwent CCE, 152 and 167 examinees took regimens with castor oil (between November 2013 and June 2016) and without castor oil (between October 2015 and September 2017), respectively. Capsule excretion rates within its battery life in the groups with and without castor oil were 97% and 81%, respectively (P < 0.0001). Multivariate analysis showed that ages younger than 65 years (adjusted odds ratio [OR], 3.00; P = 0.0048), male gender (adjusted OR, 3.20; P = 0.0051), and use of castor oil (adjusted OR, 6.29; P = 0.0003) were predictors of capsule excretion within its battery life. Small bowel transit time was shorter and total volume of lavage and fluid intake was lower with castor oil than without (P = 0.0154 and 0.0013, respectively). Overall adequate cleansing level ratios with and without castor oil were 74% and 83%, respectively (P = 0.0713). Per-examinee sensitivity for polyps ≥6 mm with and without castor oil was 83% and 85%, respectively, with specificities of 80% and 78%, respectively. CONCLUSION Bowel preparation with castor oil was effective for improving capsule excretion rate and reducing liquid loading.
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Affiliation(s)
- Naoki Ohmiya
- Department of Gastroenterology, Fujita Health University School of Medicine, Toyoake, Japan
| | - Naoki Hotta
- Department of Internal Medicine, Masuko Memorial Hospital, Nagoya, Japan
| | - Shoji Mitsufuji
- Department of Gastroenterology, Kyoto Kujo Hospital, Kyoto, Japan
| | - Masanao Nakamura
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takafumi Omori
- Department of Gastroenterology, Fujita Health University School of Medicine, Toyoake, Japan
| | - Kohei Maeda
- Department of Gastroenterology, Fujita Health University School of Medicine, Toyoake, Japan
| | - Kotaro Okuda
- Department of Gastroenterology, Kyoto Kujo Hospital, Kyoto, Japan
| | - Hiroshi Yatsuya
- Public Health, Fujita Health University School of Medicine, Toyoake, Japan
| | - Hisao Tajiri
- Department of Innovative Interventional Endoscopy Research, The Jikei University School of Medicine, Tokyo, Japan
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Wei H, Xie L, Liu Q, Shao C, Wang X, Su X. Automatic Classification of Label-Free Cells from Small Cell Lung Cancer and Poorly Differentiated Lung Adenocarcinoma with 2D Light Scattering Static Cytometry and Machine Learning. Cytometry A 2018; 95:302-308. [PMID: 30508271 DOI: 10.1002/cyto.a.23671] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/25/2018] [Accepted: 10/15/2018] [Indexed: 12/13/2022]
Abstract
Small cell lung cancer (SCLC) needs to be classified from poorly differentiated lung adenocarcinoma (PDLAC) for appropriate treatment of lung cancer patients. Currently, the classification is achieved by experienced clinicians, radiologists and pathologists based on subjective and qualitative analysis of imaging, cytological and immunohistochemical (IHC) features. Label-free classification of lung cancer cell lines is developed here by using two-dimensional (2D) light scattering static cytometric technique. Measurements of scattered light at forward scattering (FSC) and side scattering (SSC) by using conventional cytometry show that SCLC cells are overlapped with PDLAC cells. However, our 2D light scattering static cytometer reveals remarkable differences between the 2D light scattering patterns of SCLC cell lines (H209 and H69) and PDLAC cell line (SK-LU-1). By adopting support vector machine (SVM) classifier with leave-one-out cross-validation (LOO-CV), SCLC and PDLAC cells are automatically classified with an accuracy of 99.87%. Our label-free 2D light scattering static cytometer may serve as a new, accurate, and easy-to-use method for the automatic classification of SCLC and PDLAC cells. © 2018 International Society for Advancement of Cytometry.
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Affiliation(s)
- Haifeng Wei
- Shandong Medical Imaging Research Institute, Shandong Provincial Key Laboratory of Diagnosis and Treatment of Cardio-Cerebral Vascular Disease, Shandong University, Jinan, 250021, China
| | - Linyan Xie
- Institute of Biomedical Engineering, School of Control Science and Engineering, Shandong University, Jinan, 250061, China
| | - Qiao Liu
- Key Laboratory of Experimental Teratology (Ministry of Education); Department of Molecular Medicine and Genetics, School of Basic Medicine Sciences, Shandong University, Jinan, 250012, China
| | - Changshun Shao
- Key Laboratory of Experimental Teratology (Ministry of Education); Department of Molecular Medicine and Genetics, School of Basic Medicine Sciences, Shandong University, Jinan, 250012, China
| | - Ximing Wang
- Shandong Medical Imaging Research Institute, Shandong Provincial Key Laboratory of Diagnosis and Treatment of Cardio-Cerebral Vascular Disease, Shandong University, Jinan, 250021, China
| | - Xuantao Su
- Institute of Biomedical Engineering, School of Control Science and Engineering, Shandong University, Jinan, 250061, China
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Milluzzo SM, Bizzotto A, Cesaro P, Spada C. Colon capsule endoscopy and its effectiveness in the diagnosis and management of colorectal neoplastic lesions. Expert Rev Anticancer Ther 2018; 19:71-80. [DOI: 10.1080/14737140.2019.1538798] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Sebastian Manuel Milluzzo
- Digestive Endoscopy Unit and Gastroenterology, Fondazione Poliambulanza, Brescia, Italy
- Department of Gastroenterology, Fondazione Policlinico Universitario A. Gemelli IRCCS -Università Cattolica del Sacro Cuore, Roma, Italy
| | - Alessandra Bizzotto
- Digestive Endoscopy Unit and Gastroenterology, Fondazione Poliambulanza, Brescia, Italy
| | - Paola Cesaro
- Digestive Endoscopy Unit and Gastroenterology, Fondazione Poliambulanza, Brescia, Italy
| | - Cristiano Spada
- Digestive Endoscopy Unit and Gastroenterology, Fondazione Poliambulanza, Brescia, Italy
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS -Università Cattolica del Sacro Cuore, Roma, Italy
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50
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Baltes P, Bota M, Albert J, Philipper M, Hörster HG, Hagenmüller F, Steinbrück I, Jakobs R, Bechtler M, Hartmann D, Neuhaus H, Charton JP, Mayershofer R, Hohn H, Rösch T, Groth S, Nowak T, Wohlmuth P, Keuchel M. PillCamColon2 after incomplete colonoscopy - A prospective multicenter study. World J Gastroenterol 2018; 24:3556-3566. [PMID: 30131662 PMCID: PMC6102503 DOI: 10.3748/wjg.v24.i31.3556] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 07/18/2018] [Accepted: 07/21/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the ability of PillCamColon2 to visualize colonic segments missed by incomplete optical colonoscopy (OC) and to assess the diagnostic yield.
METHODS This prospective multicentre study included 81 patients from nine centres who underwent second-generation colon capsule endoscopy (CCE) following incomplete OC performed by an experienced gastroenterologist (> 1000 colonoscopies). Patients with stenosis were excluded. According to patient preferences, CCE was performed the following day (protocol A) after staying on clear liquids and 0.75 L Moviprep in the morning or within 30 d after new split-dose Moviprep (protocol B). Boosts consisted of 0.75 L and 0.25 L Moviprep, and phospho-soda was given as a rescue if the capsule was not excreted after seven hours.
RESULTS Seventy-four patients were analysed (51% of them in group A; 49% in group B). Bowel cleansing was adequate in 67% of cases, and CCE could visualize colonic segments missed by incomplete colonoscopy in 90% of patients under protocol A and 97% of patients under protocol B (P = 0.35, n.s.). Significant polyps including adenocarcinoma were detected in 24% of cases. Detection rates for all polyps and significant polyps per patient were similar in both protocols. Polyps were found predominantly in the right colon (86%) in segments that were not reached by OC. Extracolonic findings - such as reflux esophagitis, suspected Barrett esophagus, upper GI-bleeding, gastric polyps, gastric erosions and angiectasia - were detected in eight patients. PillCamColon2 capsule was retained in the ileum of one patient (1.4%) without symptoms and removed during an uneventful resection for unknown Crohn’s disease that was diagnosed as the cause of anemia, which was the indication for colonoscopy. CCE was well tolerated. One patient suffered from self-limiting vomiting after consuming the phospho-soda.
CONCLUSION Second-generation CCE using a low-volume preparation is useful after incomplete OC, and it allows for the detection of additional relevant findings, but cleansing efficiency could be improved.
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Affiliation(s)
- Peter Baltes
- Clinic for Internal Medicine, Bethesda Krankenhaus Bergedorf, Hamburg 21029, Germany
| | - Marc Bota
- Clinic for Internal Medicine, Bethesda Krankenhaus Bergedorf, Hamburg 21029, Germany
| | - Jörg Albert
- Department of Internal Medicine I, Klinikum der JW. Goethe Universität, Frankfurt 60590, Germany
| | | | | | | | - Ingo Steinbrück
- 1st Medical Department, Asklepios Klinikum Altona, Hamburg 22763, Germany
| | - Ralf Jakobs
- Medical Clinic C, Klinikum der Stadt Ludwigshafen, Ludwigshafen 67063, Germany
| | - Matthias Bechtler
- Medical Clinic C, Klinikum der Stadt Ludwigshafen, Ludwigshafen 67063, Germany
| | - Dirk Hartmann
- Clinic for Internal Medicine, Sana Klinikum Lichtenberg, Berlin 10365, Germany
| | - Horst Neuhaus
- Clinic for Internal Medicine, Evangelisches Krankenhaus, Düsseldorf 40217, Germany
| | - Jean-Pierre Charton
- Clinic for Internal Medicine, Evangelisches Krankenhaus, Düsseldorf 40217, Germany
| | | | - Horst Hohn
- Schwerpunktpraxis Gastroenterologie, Koblenz 56068, Germany
| | - Thomas Rösch
- Clinic for Interdisciplinary Endoscopy, University Hospital Eppendorf, Hamburg 20251, Germany
| | - Stefan Groth
- Clinic for Interdisciplinary Endoscopy, University Hospital Eppendorf, Hamburg 20251, Germany
| | - Tanja Nowak
- CorporateHealth International, Hamburg 20149, Germany
| | - Peter Wohlmuth
- Biometry and Data Management, Asklepios Proresearch, Hamburg 20099, Germany
| | - Martin Keuchel
- Clinic for Internal Medicine, Bethesda Krankenhaus Bergedorf, Hamburg 21029, Germany
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