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Chung SS, Ali SI, Cash BD. The Present and Future of Colorectal Cancer Screening. Gastroenterol Hepatol (N Y) 2022; 18:646-653. [PMID: 36866031 PMCID: PMC9972668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
Abstract
There have been multiple recent updates for recommendations pertaining to colorectal cancer (CRC) screening. Among the most notable is the recommendation from several guideline-issuing bodies to initiate CRC screening examinations at 45 years of age for individuals at average risk for CRC. Current CRC screening methods include stool-based tests and colon visualization examinations. Currently recommended stool-based tests include fecal immunochemical testing, high-sensitivity guaiac-based fecal occult blood testing, and multitarget stool DNA testing. Visualization examinations include colonoscopy, computed tomography colonography, colon capsule endoscopy, and flexible sigmoidoscopy. Although these screening tests have shown encouraging results for CRC detection, there are important differences between these testing modalities for precursor lesion detection and management. In addition, emerging CRC screening methods are being developed and evaluated. However, additional large, multicenter clinical trials in diverse populations are needed to validate the diagnostic accuracy and generalizability of these new tests. This article reviews the recently updated CRC screening recommendations and current and emerging testing options.
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Affiliation(s)
- Samantha S. Chung
- Division of Gastroenterology, Hepatology, and Nutrition, University of Texas Health Science Center at Houston, Houston, Texas
| | - Sara I. Ali
- Division of Gastroenterology, Hepatology, and Nutrition, University of Texas Health Science Center at Houston, Houston, Texas
| | - Brooks D. Cash
- Division of Gastroenterology, Hepatology, and Nutrition, University of Texas Health Science Center at Houston, Houston, Texas
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102
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Feng B, Xu C, An Z. AI recognition preprocessing algorithm for polyp based on illumination equalization and highlight restoration. INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS 2022. [DOI: 10.1007/s41060-022-00353-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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103
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Sarkis Y, Al-Haddad MA, Siwiec R, Kessler WR, Wo JM, Stainko S, Perkins A, DeWitt JM. Safety of same-day discharge after peroral endoscopic myotomy. Dis Esophagus 2022; 36:6747074. [PMID: 36190182 DOI: 10.1093/dote/doac068] [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: 06/29/2022] [Revised: 08/21/2022] [Accepted: 09/04/2022] [Indexed: 12/11/2022]
Abstract
There are limited data on the safety of same-day discharge (SDD) after peroral endoscopic myotomy (POEM). The aim of our study is to assess the frequency and relationship to POEM for emergency department (ED) visits and hospitalizations after SDD in these patients. We retrospectively identified consecutive patients between November 2019 and August 2021 who underwent POEM with SDD and at least 6 months follow-up. Criteria for SDD includes: (1) no serious procedure-related adverse event; (2) post-POEM esophagram without leak; (3) stable vital signs; (4) ability to take liquids orally; (5) pain controlled without IV analgesia; (6) adequate social support; (7) American Society of Anesthesiologists (ASA) class I-III. A causative relationship between POEM and ED visits and hospitalizations was assigned by consensus. Out of 185 POEMs performed, 78 (41.7%, 42M, mean 51±16 years) had SDD. Within 30 days of POEM, 8 ED visits occurred in 7/78 (9%) patients and 2 (25%) were considered related to POEM; hospitalization was required in 3 (38%). After 30 days, 11 ED visits occurred in 10/78 (12.8%) patients and 1 (9%) was considered related to POEM; hospitalization was required in 5 (45%). In this study of consecutive SDD patients after POEM, 3/19 (16%) ED visits and 2/8 (25%) hospitalizations within 6 months were considered related to the procedure. Therefore, eligible patients who follow and fulfill a strict protocol after POEM may be safely discharged the same day.
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Affiliation(s)
- Yara Sarkis
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - Mohammad A Al-Haddad
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - Robert Siwiec
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - William R Kessler
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - John M Wo
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - Sarah Stainko
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - Anthony Perkins
- Department of Biostatistics, Indiana University Health Medical Center, Indianapolis, IN, USA
| | - John M DeWitt
- Department of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, IN, USA
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104
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Nisha JS, Gopi VP, Palanisamy P. COLORECTAL POLYP DETECTION USING IMAGE ENHANCEMENT AND SCALED YOLOv4 ALGORITHM. BIOMEDICAL ENGINEERING: APPLICATIONS, BASIS AND COMMUNICATIONS 2022; 34. [DOI: 10.4015/s1016237222500260] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/01/2025]
Abstract
Colorectal cancer (CRC) is the common cancer-related cause of death globally. It is now the third leading cause of cancer-related mortality worldwide. As the number of instances of colorectal polyps rises, it is more important than ever to identify and diagnose them early. Object detection models have recently become popular for extracting highly representative features. Colonoscopy is shown to be a useful diagnostic procedure for examining anomalies in the digestive system’s bottom half. This research presents a novel image-enhancing approach followed by a Scaled YOLOv4 Network for the early diagnosis of polyps, lowering the high risk of CRC therapy. The proposed network is trained using the CVC ClinicDB and the CVC ColonDB and the Etis Larib database are used for testing. On the CVC ColonDB database, the performance metrics are precision (95.13%), recall (74.92%), F1-score (83.19%), and F2-score (89.89%). On the ETIS Larib database, the performance metrics are precision (94.30%), recall (77.30%), F1-score (84.90%), and F2-score (80.20%). On both the databases, the suggested methodology outperforms the present one in terms of F1-score, F2-score, and precision compared to the futuristic method. The proposed Yolo object identification model provides an accurate polyp detection strategy in a real-time application.
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Affiliation(s)
- J. S. Nisha
- Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, Tamil Nadu 620015, India
| | - Varun P. Gopi
- Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, Tamil Nadu 620015, India
| | - P. Palanisamy
- Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, Tamil Nadu 620015, India
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105
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Ahmed W, Kyle D, Khanna A, Devlin J, Reffitt D, Zeino Z, Webster G, Phillpotts S, Gordon R, Corbett G, Gelson W, Nayar M, Khan H, Cramp M, Potts J, Fateen W, Miller H, Paranandi B, Huggett M, Everett SM, Hegade VS, O’Kane R, Scott R, McDougall N, Harrison P, Joshi D. Intraductal fully covered self-expanding metal stents in the management of post-liver transplant anastomotic strictures: a UK wide experience. Therap Adv Gastroenterol 2022; 15:17562848221122473. [PMID: 36187366 PMCID: PMC9516418 DOI: 10.1177/17562848221122473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 07/24/2022] [Indexed: 02/04/2023] Open
Abstract
Background Fully covered intraductal self-expanding metal stents (IDSEMS) have been well described in the management of post-liver transplant (LT) anastomotic strictures (ASs). Their antimigration waists and intraductal nature make them suited for deployment across the biliary anastomosis. Objectives We conducted a multicentre study to analyse their use and efficacy in the management of AS. Design This was a retrospective, multicentre observational study across nine tertiary centres in the United Kingdom. Methods Consecutive patients who underwent endoscopic retrograde cholangiopancreatography with IDSEMS insertion were analysed retrospectively. Recorded variables included patient demographics, procedural characteristics, response to therapy and follow-up data. Results In all, 162 patients (100 males, 62%) underwent 176 episodes of IDSEMS insertion for AS. Aetiology of liver disease in this cohort included hepatocellular carcinoma (n = 35, 22%), followed by alcohol-related liver disease (n = 29, 18%), non-alcoholic steatohepatitis (n = 20, 12%), primary biliary cholangitis (n = 15, 9%), acute liver failure (n = 13, 8%), viral hepatitis (n = 13, 8%) and autoimmune hepatitis (n = 12, 7%). Early AS occurred in 25 (15%) cases, delayed in 32 (20%) cases and late in 95 (59%) cases. Age at transplant was 54 years (range, 12-74), and stent duration was 15 weeks (range, 3 days-78 weeks). In total, 131 (81%) had complete resolution of stricture at endoscopic re-evaluation. Stricture recurrence was observed in 13 (10%) cases, with a median of 19 weeks (range, 4-88 weeks) after stent removal. At removal, there were 21 (12%) adverse events, 5 (3%) episodes of cholangitis and 2 (1%) of pancreatitis. In 11 (6%) cases, the removal wires unravelled, and 3 (2%) stents migrated. All were removed endoscopically. Conclusion IDSEMS appears to be safe and highly efficacious in the management of post-LT AS, with low rates of AS recurrence.
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Affiliation(s)
- Wafaa Ahmed
- Institute for Liver Studies, King’s College
Hospital NHS Foundation Trust, Denmark Hill, London SE5 9RS, UK
| | - Dave Kyle
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
| | - Amardeep Khanna
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
| | - John Devlin
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
| | - David Reffitt
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
| | - Zeino Zeino
- Southmead Hospital/North Bristol NHS Trust,
Bristol, UK
| | - George Webster
- Hepatopancreatobiliary Unit, University College
Hospital, London, UK
| | - Simon Phillpotts
- Hepatopancreatobiliary Unit, University College
Hospital, London, UK
| | - Robert Gordon
- Cambridge Liver Unit, Addenbrooke’s Hospital,
Cambridge, UK
| | - Gareth Corbett
- Cambridge Liver Unit, Addenbrooke’s Hospital,
Cambridge, UK
| | - William Gelson
- Cambridge Liver Unit, Addenbrooke’s Hospital,
Cambridge, UK
| | - Manu Nayar
- Freeman Hospital, Newcastle upon Tyne,
UK
| | - Haider Khan
- Southwest Liver Unit and Plymouth University
Peninsula Schools of Medicine and Dentistry, Plymouth, UK
| | - Matthew Cramp
- Southwest Liver Unit and Plymouth University
Peninsula Schools of Medicine and Dentistry, Plymouth, UK
| | - Jonathan Potts
- Royal Free Sheila Sherlock Liver Centre, Royal
Free Hospital and UCL Institute of Liver and Digestive Health, London,
UK
| | - Waleed Fateen
- Royal Free Sheila Sherlock Liver Centre, Royal
Free Hospital and UCL Institute of Liver and Digestive Health, London,
UK
| | - Hamish Miller
- Royal Free Sheila Sherlock Liver Centre, Royal
Free Hospital and UCL Institute of Liver and Digestive Health, London,
UK
| | | | | | | | | | | | - Ryan Scott
- Belfast Health and Social Care Trust, Belfast,
UK
| | | | - Phillip Harrison
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
| | - Deepak Joshi
- Institute of Liver Studies, King’s College
Hospital NHS Foundation Trust, London, UK
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106
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Boatman S, Nalluri H, Gaertner WB. Colon and Rectal Cancer Management in Low-Resource Settings. Clin Colon Rectal Surg 2022; 35:402-409. [PMID: 36111080 PMCID: PMC9470288 DOI: 10.1055/s-0042-1746189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
Colorectal cancer (CRC) incidence is rising in low- and middle-income countries, which also face disproportionate mortality from CRC, mainly due to diagnosis at late stages. Various challenges to CRC care exist at multiple societal levels in underserved populations. In this article, barriers to CRC care, strategies for screening, and treatment in resource-limited settings, and future directions are discussed within a global context.
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Affiliation(s)
- Sonja Boatman
- Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Harika Nalluri
- Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Wolfgang B. Gaertner
- Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
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107
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Olson D, Liu KC, Aadam A. Peroral Endoscopy Myotomy (POEM) for Esophageal Motility Disorders. Curr Gastroenterol Rep 2022; 24:105-114. [PMID: 35947337 DOI: 10.1007/s11894-022-00845-6] [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] [Accepted: 07/12/2022] [Indexed: 10/15/2022]
Abstract
PURPOSE OF REVIEW This review aims to provide an overview of the current role of per oral endoscopic myotomy (POEM) in the management of primary esophageal motility disorders and treatment of Zenker's diverticulum. RECENT FINDINGS POEM has been shown to be an effective treatment for achalasia. Recent research has suggested that the length of myotomy may be tailored to the disease phenotype and that short myotomy may be equally effective compared to long myotomy. The role of intra-operative EndoFLIP has shown promise as a tool to assess of the adequacy of myotomy. Further research is needed to determine the role of POEM in other esophageal motility disorders and for treatment of Zenker's diverticulum. Per oral endoscopic myotomy has been shown to be an effective and durable treatment option for achalasia with additional potential roles for the treatment of other esophageal motility disorders and Zenker's diverticulum.
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Affiliation(s)
- Dylan Olson
- Department of Medicine, Feinberg School of Medicine, Northwestern University, 251 E Huron St, 60611, Chicago, IL, USA
| | - Kevin C Liu
- Division of Gastroenterology and Hepatology, Banner University Medical Center, University of Arizona, Tucson, AZ, USA
| | - Aziz Aadam
- Division of Gastroenterology and Hepatology, Feinberg School of Medicine, Northwestern University, 676 N. Saint Clair Street, Suite 1400, 60611, Chicago, IL, USA.
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108
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Goyal H, Sachdeva S, Sherazi SAA, Gupta S, Perisetti A, Ali A, Chandan S, Tharian B, Sharma N, Thosani N. Early prediction of post-ERCP pancreatitis by post-procedure amylase and lipase levels: A systematic review and meta-analysis. Endosc Int Open 2022; 10:E952-E970. [PMID: 35845027 PMCID: PMC9286773 DOI: 10.1055/a-1793-9508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 01/13/2022] [Indexed: 10/28/2022] Open
Abstract
Background and study aims Post-ERCP pancreatitis (PEP) is the most common complication attributed to the procedure, its incidence being approximately 9.7 %. Numerous studies have evaluated the predictive efficacy of post-procedure serum amylase and lipase levels but with varied procedure-to-test time intervals and cut-off values. The aim of this meta-analysis was to present pooled data from available studies to compare the predictive accuracies of serum amylase and lipase for PEP. Patients and methods A total of 18 studies were identified after a comprehensive search of various databases until June 2021 that reported the use of pancreatic enzymes for PEP. Results The sample size consisted of 11,790 ERCPs, of which PEP occurred in 764 (6.48 %). Subgroups for serum lipase and amylase were created based on the cut-off used for diagnosing PEP, and meta-analysis was done for each subgroup. Results showed that serum lipase more than three to four times the upper limit of normal (ULN) performed within 2 to 4 hours of ERCP had the highest pooled sensitivity (92 %) for PEP. Amylase level more than five to six times the ULN was the most specific serum marker with a pooled specificity of 93 %. Conclusions Our analysis indicates that a lipase level less than three times the ULN within 2 to 4 hours of ERCP can be used as a good predictor to rule out PEP when used as an adjunct to patient clinical presentation. Multicenter randomized controlled trials using lipase and amylase are warranted to further evaluate their PEP predictive accuracy, especially in high-risk patients.
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Affiliation(s)
- Hemant Goyal
- University of Texas at Houston, McGovern School of Medicine, Texas, United States,Mercer University School of Medicine, Internal Medicine, Macon, Georgia, United States
| | - Sonali Sachdeva
- Boston University Medical Center, Medicine, Boston, Masschusetts, United States
| | | | - Shweta Gupta
- John H. Stroger Hospital of Cook County, Medicine, Chicago, Illinois, United States
| | - Abhilash Perisetti
- Parkview Health System, Advanced Interventional Oncology and Surgical Endoscopy, Fort Wayne, Indiana, United States
| | - Aman Ali
- Wilkes-Barre General Hospital, Endoscopy, Wilkes-Barre, Pennsylvania, United States
| | - Saurabh Chandan
- CHI Health Creighton University Medical Center, Gastroenterology & Hepatology, Omaha, Nebraska, United States
| | - Benjamin Tharian
- University of Arkansas for Medical Sciences, Department of Medicin, Division of Gastroenterology & Hepatology, Little Rock, Arkansas, United States
| | - Neil Sharma
- Parkview Health System, Advanced Interventional Oncology and Surgical Endoscopy, Fort Wayne, Indiana, United States
| | - Nirav Thosani
- University of Texas McGovern Medical School, Gastroenterology, Hepatology and Nutrition, Houston, Texas, United States
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Law J, Rajan A, Trieu H, Azizian J, Berry R, Beaven SW, Tabibian JH. Predictive Modeling of Colonoscopic Findings in a Fecal Immunochemical Test-Based Colorectal Cancer Screening Program. Dig Dis Sci 2022; 67:2842-2848. [PMID: 34350518 PMCID: PMC9237000 DOI: 10.1007/s10620-021-07160-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 07/06/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND The fecal immunochemical test (FIT) is the primary modality used by the Los Angeles County Department of Health Services (LADHS) for colorectal cancer (CRC) screening in average-risk patients. Some patients referred for FIT-positive diagnostic colonoscopy have neither adenomas nor more advanced pathology. We aimed to identify predictors of false-positive FIT (FP-FIT) results in our largely disenfranchised, low socioeconomic status population. METHODS We conducted a retrospective study of 596 patients who underwent diagnostic colonoscopy following a positive screening FIT. Colonoscopies showing adenomas (or more advanced pathology) were considered positive. We employed multiple logistic and linear regression as well as machine learning models (MLMs) to identify clinical predictors of FP-FIT (primary outcome) and the presence of advanced adenomas (secondary outcome). RESULTS Overall, 268 patients (45.0%) had a FP-FIT. Female sex and hemorrhoids (odds ratios [ORs] 1.59 and 1.89, respectively) were associated with increased odds of FP-FIT and fewer advanced adenomas (β = - 0.658 and - 0.516, respectively). Conversely, increasing age and BMI (ORs 0.94 and 0.96, respectively) were associated with decreased odds of FP-FIT and a greater number of advanced adenomas (β = 0.073 and 0.041, respectively). MLMs predicted FP-FIT with high specificity (93.8%) and presence of advanced adenoma with high sensitivity (94.4%). CONCLUSION Increasing age and BMI are associated with lower odds of FP-FIT and greater number of advanced adenomas, while female sex and hemorrhoids are associated with higher odds of FP-FIT and fewer advanced adenomas. The presence of the aforementioned predictors may inform the decision to proceed with diagnostic colonoscopy in FIT-positive patients.
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Affiliation(s)
- Jade Law
- UCLA-Olive View Internal Medicine Residency Program, Sylmar, CA, USA.
| | - Anand Rajan
- UCLA-Olive View Internal Medicine Residency Program, Sylmar, CA, USA
| | - Harry Trieu
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - John Azizian
- UCLA-Olive View Internal Medicine Residency Program, Sylmar, CA, USA
| | - Rani Berry
- UCLA Internal Medicine Residency Program, Los Angeles, CA, USA
| | - Simon W Beaven
- Vatche and Tamar Manoukian Division of Digestive Diseases, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Gastroenterology, Olive View-UCLA Medical Center, Sylmar, CA, USA
| | - James H Tabibian
- Vatche and Tamar Manoukian Division of Digestive Diseases, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Gastroenterology, Olive View-UCLA Medical Center, Sylmar, CA, USA
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Fugazza A, Khalaf K, Colombo M, Carrara S, Spadaccini M, Koleth G, Troncone E, Maselli R, Repici A, Anderloni A. Role of endoscopic ultrasound in vascular interventions: Where are we now? World J Gastrointest Endosc 2022; 14:354-366. [PMID: 35978714 PMCID: PMC9265255 DOI: 10.4253/wjge.v14.i6.354] [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: 12/27/2021] [Revised: 03/08/2022] [Accepted: 05/17/2022] [Indexed: 02/06/2023] Open
Abstract
From a mere diagnostic tool to an imperative treatment modality, endoscopic ultrasound (EUS) has evolved and revolutionized safer efficient options for vascular interventions. Currently it is an alternative treatment option in the management of gastrointestinal bleeding, primarily variceal type bleeding. Conventional treatment option prior to EUS incorporation had limited efficiency and high adverse events. The characterization and detail provided by EUS gives a cutting edge towards a holistically successful management choice. Data indicates that EUS-guided combination therapy of coil embolization and glue injection has the higher efficacy for the treatment of varices. Conversely, similar treatment options that exist for esophageal and other ectopic variceal bleeding was also outlined. In conclusion, many studies refer that a combination therapy of coil and glue injection under EUS guidance provides higher technical success with fewer recurrence and adverse events, making its adaptation in the guideline extremely favorable. Endo-hepatology is a novel disciple with a promising future outlook, we reviewed topics regarding portal vein access, pressure gradient measurement, and thrombus biopsy that are crucial interventions as alternative of radiological procedures. The purpose of this review is to provide an update on the latest available evidence in the literature regarding the role of EUS in vascular interventions. We reviewed the role of EUS in variceal bleeding in recent studies, especially gastric varices and novel approaches aimed at the portal vein.
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Affiliation(s)
- Alessandro Fugazza
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Kareem Khalaf
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Matteo Colombo
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Silvia Carrara
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Marco Spadaccini
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Glenn Koleth
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Edoardo Troncone
- Department of Systems Medicine, University of Rome "Tor Vergata", Roma 00133, Italy
| | - Roberta Maselli
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
| | - Alessandro Repici
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Andrea Anderloni
- Division of Gastroenterology and Digestive Endoscopy, Department of Gastroenterology, Humanitas Research Hospital, Rozzano 20089, Italy
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Meng L, Fan X, Zhang A, Su H, Zhang H, Tian Y. Systematic review and meta-analysis of the incidence rates of adverse events after digestive endoscopy in children. Transl Pediatr 2022; 11:920-932. [PMID: 35800278 PMCID: PMC9253955 DOI: 10.21037/tp-22-179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/14/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND With the widespread use of digestive endoscopy in children, a variety of adverse events (AEs) have occurred after digestive endoscopy. However, there are notable differences in the incidence of adverse reactions in digestive endoscopy in children at present, which makes it difficult to assess the safety of digestive endoscopy in children. METHODS Studies related to digestive endoscopy in children were screened from January 2005 to October 2021 from PubMed, Web of Science, Spring, CNKI, and Science Direct databases. RevMan5.3 and Stata were employed to carry out meta-analysis on the incidence of adverse respiratory events, myoclonus, abdominal pain, fever, bleeding, chest pain, sore throat, vomiting, and delayed capsule discharge after digestive endoscopy in children. The article quality was evaluated by the Agency for Healthcare Research and Quality (AHRQ). The chi-square test and I2 were adopted to test literature heterogeneity, and the article publication bias was assessed by displaying an inverted funnel plot as a funnel plot. RESULTS In all, 15 articles were included, involving a total of 27,770 children. In all, 15 articles were included, involving a total of 27,770 children. The risk ratio (RR) value of adverse respiratory events after digestive endoscopy in children was 1.31 [95% confidence interval (CI): 1.17 to 1.47, P<0.00001]; the odds ratio (OR) value of the incidence of myoclonus was 1.21 (95% CI: 1.01 to 1.46, P=0.04); the incidence of abdominal pain was 1.18 (95% CI: 1.11 to 1.27, P<0.00001); the incidence of fever was 1.09 (95% CI: 1.06 to 1.12, P<0.00001); the incidence of bleeding was 1.24 (95% CI: 0.94 to 1.64, P=0.13); the incidence of chest pain was 1.06 (95% CI: 1.03 to 1.09, P<0.0001); incidence of sore throat was 1.11 (95% CI: 1.05 to 1.18, P=0.0004); incidence of vomiting was 1.13 (95% CI: 1.06 to 1.21, P=0.0001); and the incidence of delayed capsule expulsion was 1.18 (95% CI: 1.00 to 1.40, P=0.05). DISCUSSION The incidence of AEs after digestive endoscopy in children was low, which can be used in the diagnosis and therapy of digestive system diseases in children.
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Affiliation(s)
- Liying Meng
- Department of Gastroenterology, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
| | - Xueke Fan
- Department of Gastroenterology, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
| | - Aiguo Zhang
- Department of Gastroenterology, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
| | - Hongjie Su
- Department of Pediatrics, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
| | - Haijun Zhang
- Department of Pediatrics, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
| | - Yajuan Tian
- Department of Gastroenterology, Jincheng People's Hospital (Jincheng Hospital Affiliated to Changzhi Medical College), Jincheng, China
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Zhang X, Yue P, Zhang J, Yang M, Chen J, Zhang B, Luo W, Wang M, Da Z, Lin Y, Zhou W, Zhang L, Zhu K, Ren Y, Yang L, Li S, Yuan J, Meng W, Leung JW, Li X. A novel machine learning model and a public online prediction platform for prediction of post-ERCP-cholecystitis (PEC). EClinicalMedicine 2022; 48:101431. [PMID: 35706483 PMCID: PMC9112124 DOI: 10.1016/j.eclinm.2022.101431] [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: 11/10/2021] [Revised: 03/31/2022] [Accepted: 04/12/2022] [Indexed: 12/07/2022] Open
Abstract
BACKGROUND Endoscopic retrograde cholangiopancreatography (ERCP) is an established treatment for common bile duct (CBD) stones. Post- ERCP cholecystitis (PEC) is a known complication of such procedure and there are no effective models and clinical applicable tools for PEC prediction. METHODS A random forest (RF) machine learning model was developed to predict PEC. Eligible patients at The First Hospital of Lanzhou University in China with common bile duct (CBD) stones and gallbladders in-situ were enrolled from 2010 to 2019. Logistic regression analysis was used to compare the predictive discrimination and accuracy values based on receiver operation characteristics (ROC) curve and decision and clinical impact curve. The RF model was further validated by another 117 patients. This study was registered with ClinicalTrials.gov, NCT04234126. FINDINGS A total of 1117 patients were enrolled (90 PEC, 8.06%) to build the predictive model for PEC. The RF method identified white blood cell (WBC) count, endoscopic papillary balloon dilatation (EPBD), increase in WBC, residual CBD stones after ERCP, serum amylase levels, and mechanical lithotripsy as the top six predictive factors and has a sensitivity of 0.822, specificity of 0.853 and accuracy of 0.855, with the area under curve (AUC) value of 0.890. A separate logistic regression prediction model was built with sensitivity, specificity, and AUC of 0.811, 0.791, and 0.864, respectively. An additional 117 patients (11 PEC, 9.40%) were used to validate the RF model, with an AUC of 0.889 compared to an AUC of 0.884 with the logistic regression model. INTERPRETATION The results suggest that the proposed RF model based on the top six PEC risk factors could be a promising tool to predict the occurrence of PEC.
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Affiliation(s)
- Xu Zhang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
| | - Ping Yue
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Jinduo Zhang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Man Yang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Jinhua Chen
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
| | - Bowen Zhang
- State Key Laboratory of Applied Organic Chemistry, Lanzhou University, Lanzhou, 730030 , Gansu, China
| | - Wei Luo
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
| | - Mingyuan Wang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of Ultrasonography, The First Hospital of Lanzhou University, Lanzhou, 730030, Gansu, China
| | - Zijian Da
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
| | - Yanyan Lin
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Wence Zhou
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Lei Zhang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Kexiang Zhu
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
| | - Yu Ren
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
| | - Liping Yang
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
| | - Shuyan Li
- School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
- Corresponding author.
| | - Jinqiu Yuan
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Corresponding author.
| | - Wenbo Meng
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
- Corresponding author at: The First School of Clinical Medcine, Lanzhou University. Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
| | - Joseph W. Leung
- Division of Gastroenterology, UC Davis Medical Center and Sacramento VA Medical Center, Sacramento, 95817, CA, USA
| | - Xun Li
- The First School of Clinical Medicne, Lanzhou University, Lanzhou,730030, Gansu, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730030,Gansu, China
- Gansu Province Key Laboratory of Biological Therapy and Regenerative Medicine Transformation, Lanzhou,730030, Gansu, China
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Park CH. [The Latest Knowledge on Endoscopic Retrograde Cholangiopancreatography-related Pancreatitis]. THE KOREAN JOURNAL OF GASTROENTEROLOGY 2022; 79:195-198. [PMID: 35610548 DOI: 10.4166/kjg.2022.056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 04/29/2022] [Accepted: 04/30/2022] [Indexed: 11/03/2022]
Abstract
ERCP has been established as a golden diagnostic and therapeutic modality in various pancreatobiliary diseases, including gallstones and malignancy. On the other hand, ERCP is a relatively invasive procedure with radiation hazards and major complications. Among the major complications, ERCP-related pancreatitis has been reported in more than 14.7% of high-risk patients, which might lead to extended hospitalization and a substantial burden for both patients and physicians. Recent guidelines have defined the high-risk factors for ERCP-related pancreatitis. In addition, several outstanding studies have shown that rectal non-steroidal anti-inflammatory drugs, aggressive hydration with lactated Ringer's solution, and pancreatic stents can reduce ERCP-related pancreatitis in high-risk patients or all patients. A prevention algorithm for ERCP-related pancreatitis was provided based on advanced research.
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Affiliation(s)
- Chang-Hwan Park
- Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Korea
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114
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Sharifi-Azad M, Fathi M, Cho WC, Barzegari A, Dadashi H, Dadashpour M, Jahanban-Esfahlan R. Recent advances in targeted drug delivery systems for resistant colorectal cancer. Cancer Cell Int 2022; 22:196. [PMID: 35590367 PMCID: PMC9117978 DOI: 10.1186/s12935-022-02605-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/02/2022] [Indexed: 01/05/2023] Open
Abstract
Colorectal cancer (CRC) is one of the deadliest cancers in the world, the incidences and morality rate are rising and poses an important threat to the public health. It is known that multiple drug resistance (MDR) is one of the major obstacles in CRC treatment. Tumor microenvironment plus genomic instability, tumor derived exosomes (TDE), cancer stem cells (CSCs), circulating tumor cells (CTCs), cell-free DNA (cfDNA), as well as cellular signaling pathways are important issues regarding resistance. Since non-targeted therapy causes toxicity, diverse side effects, and undesired efficacy, targeted therapy with contribution of various carriers has been developed to address the mentioned shortcomings. In this paper the underlying causes of MDR and then various targeting strategies including exosomes, liposomes, hydrogels, cell-based carriers and theranostics which are utilized to overcome therapeutic resistance will be described. We also discuss implication of emerging approaches involving single cell approaches and computer-aided drug delivery with high potential for meeting CRC medical needs.
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Affiliation(s)
- Masoumeh Sharifi-Azad
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Marziyeh Fathi
- Research Center for Pharmaceutical Nanotechnology, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong SAR, China
| | - Abolfazl Barzegari
- Research Center for Pharmaceutical Nanotechnology, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hamed Dadashi
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehdi Dadashpour
- Department of Medical Biotechnology, Faculty of Medicine, Semnan University of Medical Sciences, Semnan, Iran.
- Cancer Research Center, Semnan University of Medical Sciences, Semnan, Iran.
| | - Rana Jahanban-Esfahlan
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.
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115
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Effect of Programmed Nursing Plan Based on Thinking Map Guidance Mode on Hemodynamics and Intestinal Function Recovery of Patients Undergoing Endoscopic Retrograde Cholangiopancreatography. Emerg Med Int 2022; 2022:6555150. [PMID: 35607398 PMCID: PMC9124142 DOI: 10.1155/2022/6555150] [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: 03/28/2022] [Accepted: 04/19/2022] [Indexed: 11/18/2022] Open
Abstract
ERCP is an effective method for the diagnosis and treatment of pancreatic and biliary diseases. With the improvement of endoscopes by researchers and the intubation and angiography technologies of medical workers, the role of ERCP in the diagnosis and treatment of pancreatic and biliary diseases has become increasingly important. Although ERCP is a minimally invasive diagnostic technique, it still falls into the category of surgery, and thus the physical and psychological dysfunction of patients undergoing ERCP caused by various factors such as surgery cannot be ignored. This study explored the effects of the procedural nursing plan based on the thinking map guidance mode on hemodynamics and intestinal function recovery of ERCP patients. The results showed that this plan could reduce the effects of ERCP on hemodynamics of patients, promote intestinal function recovery, relieve their bad psychology, reduce postoperative complications, and help to improve patients’ satisfaction with the nursing work, and it was worthy of promotion.
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Zippelius C, Alqahtani SA, Schedel J, Brookman-Amissah D, Muehlenberg K, Federle C, Salzberger A, Schorr W, Pech O. Diagnostic accuracy of a novel artificial intelligence system for adenoma detection in daily practice: a prospective nonrandomized comparative study. Endoscopy 2022; 54:465-472. [PMID: 34293812 DOI: 10.1055/a-1556-5984] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Adenoma detection rate (ADR) varies significantly between endoscopists, with adenoma miss rates (AMRs) up to 26 %. Artificial intelligence (AI) systems may improve endoscopy quality and reduce the rate of interval cancer. We evaluated the efficacy of an AI system in real-time colonoscopy and its influence on AMR and ADR. METHODS This prospective, nonrandomized, comparative study analyzed patients undergoing diagnostic colonoscopy at a single endoscopy center in Germany from June to October 2020. Every patient was examined concurrently by an endoscopist and AI using two opposing screens. The AI system, overseen by a second observer, was not visible to the endoscopist. AMR was the primary outcome. Both methods were compared using McNemar test. RESULTS 150 patients were included (mean age 65 years [standard deviation 14]; 69 women). There was no significant or clinically relevant difference (P = 0.75) in AMR between the AI system (6/197, 3.0 %; 95 % confidence interval [CI] 1.1-6.5) and routine colonoscopy (4/197, 2.0 %; 95 %CI 0.6-5.1). The polyp miss rate of the AI system (14/311, 4.5 %; 95 %CI 2.5-7.4) was not significantly different (P = 0.72) from routine colonoscopy (17/311, 5.5 %; 95 %CI 3.2-8.6). There was no significant difference (P = 0.50) in ADR between routine colonoscopy (78/150, 52.0 %; 95 %CI 43.7-60.2) and the AI system (76/150, 50.7 %; 95 %CI 42.4-58.9). Routine colonoscopy detected adenomas in two patients that were missed by the AI system. CONCLUSION The AI system performance was comparable to that of experienced endoscopists during real-time colonoscopy with similar high ADR (> 50 %).
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Affiliation(s)
- Carolin Zippelius
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Saleh A Alqahtani
- Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, Maryland, United States
| | - Jörg Schedel
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Dominic Brookman-Amissah
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Klaus Muehlenberg
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Christoph Federle
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Andrea Salzberger
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
| | - Wolfgang Schorr
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany.,Liver Transplant Center, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Oliver Pech
- Department of Gastroenterology and Interventional Endoscopy, Krankenhaus Barmherzige Brüder Regensburg, Regensburg, Germany
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Lee JY, Lim CH, Kim DH, Jung HY, Youn YH, Jung DH, Park JC, Moon HS, Hong SJ. Adverse Events Associated With Peroral Endoscopic Myotomy Affecting Extended Hospital Stay: A Multi-center Retrospective Study in South Korea. J Neurogastroenterol Motil 2022; 28:247-254. [PMID: 35362451 PMCID: PMC8978124 DOI: 10.5056/jnm21081] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 07/17/2021] [Accepted: 11/10/2021] [Indexed: 12/16/2022] Open
Abstract
Background/Aims To analyze various adverse events (AEs) related to the peroral endoscopic myotomy (POEM) procedure and to analyze whether these AEs are related to an extended hospital stay. Methods Patients admitted for POEM for esophageal motility disorders from August 2012 to February 2020 at 5 centers were retrospectively collected. Length of hospital stay, AEs during or after the POEM procedure were analyzed. Results Of the 328 patients, 63.1% did not have any AEs, but 2.4% had major AEs, and 33.4% had minor AEs. Major AEs included mucosal injury, bleeding, and hemothorax, accounting for 1.5%, 0.6%, and 0.3%, respectively. Among the minor AEs, pneumoperitoneum was the most common gas-related AEs. Among non-gas-related minor AEs, pneumonia was the most common at 4.6%, followed by pain, fever, and pleural effusion. All major AEs had meaningful delayed discharge and significantly extended hospital stay compared to the no AEs group (median differences range 4.5-9.0 days). Among gas-related minor AEs, except for 4 cases of emphysema, the extended hospital stay was meaningless. All non-gas-related minor AEs was associated with a significant prolongation of hospital stay compared to that in the no AEs group (median differences range 2.0-4.0 days). Conclusions In conclusion, most gas-related minor AEs do not significantly affect the patient's clinical course. However, subcutaneous emphysema and minor non-gas related AEs such as pneumonia, pain, fever, and pleural effusion can prolong the hospital stay, therefore careful observation is required. Efforts will be made to reduce major AEs that significantly prolong hospitalization.
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Affiliation(s)
- Ju Yup Lee
- Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Korea
| | - Chul-Hyun Lim
- Division of Gastroenterology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Do Hoon Kim
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Hwoon-Yong Jung
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Young Hoon Youn
- Department of Gastroenterology, Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Da Hyun Jung
- Department of Gastroenterology, Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jun Chul Park
- Department of Gastroenterology, Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hee Seok Moon
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Korea
| | - Su Jin Hong
- Digestive Disease Center and Research Institute, Department of Internal Medicine, Soonchunhyang University College of Medicine, Bucheon, Gyeonggi-do, Korea
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Perisetti A, Goyal H, Sharma N. Clinical safety and outcomes of glucagon use during endoscopic retrograde cholangiopancreatography (ERCP). Endosc Int Open 2022; 10:E558-E561. [PMID: 35433228 PMCID: PMC9010087 DOI: 10.1055/a-1747-3242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 12/14/2021] [Indexed: 11/04/2022] Open
Abstract
Background and study aims Injectable glucagon enables easier biliary cannulation by inhibiting gastrointestinal motility and decreasing the frequency and amplitude of phasic activity of the sphincter of Oddi during endoscopic retrograde cholangiopancreatography (ERCP). Data about the safety profile of glucagon use and patient clinical outcomes are scarce. Patients and methods We used a federated cloud-based network research database, TriNetX, comprising 92 US healthcare organizations to find adult patients undergoing ERCP with glucagon use (Group A) vs. without using glucagon (Group B) from August 1, 2010, to August 1, 2021. The primary outcomes were rates of gastrointestinal bleeding, gastrointestinal perforation, post-ERCP pancreatitis, inpatient hospitalizations, and 30-day overall mortality measured after 1:1 propensity matching of the groups based on the baseline demographics and comorbidities. Results There were 9,008 patients in Group A compared to 256,597 in Group B. After matching, Group A patients had lower rates of gastrointestinal bleeding (risk ratio [RR], 0.68; CI, 0.52-0.86), post-ERCP pancreatitis (RR, 0.64; CI, 0.58-71), inpatient hospitalization (RR 0.34; CI:0.32 to 0.36) and overall mortality (RR, 0.81; CI, 0.66-0.99). The rates of gastrointestinal perforation (RR, 0.64; CI: 0.34 to 1.19), hyperkalemia (RR, 0.83; CI, 0.64-1.09) and hyperglycemia (RR, 0.65; CI, 0.41-1.03) did not differ between the two groups. Discussion Glucagon use during ERCP was associated with low rates of gastrointestinal bleeding, post-ERCP pancreatitis, inpatient hospitalization, and overall mortality. Moreover, the rates of hyperkalemia and hyperglycemia did not differ between the two groups even after matching for diabetes, indomethacin use, obesity, and chronic kidney disease.
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Affiliation(s)
- Abhilash Perisetti
- Division of Interventional Oncology & Surgical Endoscopy (IOSE), Parkview Cancer Institute, Fort Wayne, Indiana, United States
| | - Hemant Goyal
- The Wright Center for Graduate Medical Education, Scranton, Pennsylvania, United States
| | - Neil Sharma
- Division of Interventional Oncology & Surgical Endoscopy (IOSE), Parkview Cancer Institute, Fort Wayne, Indiana, United States
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Gender-Specific Coagulation Profiles of Peripheral and Portal Blood May Help to Differentiate Malignant from Benign Pancreatic Tumour-Pilot Study. J Clin Med 2022; 11:jcm11061573. [PMID: 35329899 PMCID: PMC8951142 DOI: 10.3390/jcm11061573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/27/2022] [Accepted: 03/09/2022] [Indexed: 11/29/2022] Open
Abstract
Objective: Pancreatic adenocarcinoma (PDAC) and mass forming chronic pancreatitis (CP) can be easily misdiagnosed due to their resemblances in clinical, radiological, and biochemical criteria. In our previous study, we reported a very high concentration of D-Dimers in portal blood in patients with pancreatic cancer which may help to differentiate malignant from benign pancreatic tumours. In this study, we aim to describe other portal and peripheral coagulation profiles of PDAC in comparison to CP patients, as well to test the hypothesis; thus, it is possible to distinguish pancreatic malignancy and benign tumour based on these parameters. Methods: We included retrospectively 115 patients with the absence of venous thromboembolism (VTE), qualified to surgical treatment due to pancreatic tumours, both PDAC and CP. Patients underwent surgery in General and Transplant Surgery Unit of Medical University of Lodz between December 2011 and February 2014. Patients with distant metastases diagnosed before or during the surgery were excluded. The coagulation profile, which includes fibrinogen, activated partial thromboplastin time (aPTT), prothrombin time (PT), and thrombin time (TT), was determined in blood samples from the portal and peripheral vein taken intraoperatively. Results: The fibrinogen level was higher and the aPTT index shortened in the peripheral and portal blood of the PDAC group, which reflects the well-known link between PDAC and general hypercoagulability. Furthermore, these effects are sex-specific. The mean age in the CP group was lower than in the PDAC group (54.63 ± 12.37 vs. 63.77 ± 3.23, p < 0.001) and correlated with the fibrinogen distribution in male patients with CP (portal r = 0.34; p = 0.07; peripheral r = 0.39; p = 0.04). We calculated sex-specific logistic regression models (male: peripheral aPTT and age, AUC: 0.795, female: portal fibrinogen and age, AUC: 0.805), both maintaining the good discrimination properties after V-fold cross validation (0.759, 0.742). Conclusions: Our study shows that the differences between coagulation profiles in PDAC and CP patients not only seems to be a reflection of gender-specific biological features, but also helps to discriminate between them. The main goal of the study was to explore the biology of pancreatic cancer and lay a solid base for further investigations of PDAC biomarkers. This paper is the first to describe the detailed coagulation profile in portal blood in patients with pancreatic solid tumors. At present, the clinical application of our results is not clear; however, we hope that it may improve our understanding of this complex disease.
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Qiu H, Ding S, Liu J, Wang L, Wang X. Applications of Artificial Intelligence in Screening, Diagnosis, Treatment, and Prognosis of Colorectal Cancer. Curr Oncol 2022; 29:1773-1795. [PMID: 35323346 PMCID: PMC8947571 DOI: 10.3390/curroncol29030146] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 02/28/2022] [Accepted: 03/03/2022] [Indexed: 12/29/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide. Accurate early detection and diagnosis, comprehensive assessment of treatment response, and precise prediction of prognosis are essential to improve the patients’ survival rate. In recent years, due to the explosion of clinical and omics data, and groundbreaking research in machine learning, artificial intelligence (AI) has shown a great application potential in clinical field of CRC, providing new auxiliary approaches for clinicians to identify high-risk patients, select precise and personalized treatment plans, as well as to predict prognoses. This review comprehensively analyzes and summarizes the research progress and clinical application value of AI technologies in CRC screening, diagnosis, treatment, and prognosis, demonstrating the current status of the AI in the main clinical stages. The limitations, challenges, and future perspectives in the clinical implementation of AI are also discussed.
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Affiliation(s)
- Hang Qiu
- Big Data Research Center, University of Electronic Science and Technology of China, Chengdu 611731, China;
- School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China
- Correspondence: (H.Q.); (X.W.)
| | - Shuhan Ding
- School of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14853, USA;
| | - Jianbo Liu
- West China School of Medicine, Sichuan University, Chengdu 610041, China;
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Liya Wang
- Big Data Research Center, University of Electronic Science and Technology of China, Chengdu 611731, China;
| | - Xiaodong Wang
- West China School of Medicine, Sichuan University, Chengdu 610041, China;
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu 610041, China
- Correspondence: (H.Q.); (X.W.)
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Nisha J, P. Gopi V, Palanisamy P. Automated colorectal polyp detection based on image enhancement and dual-path CNN architecture. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103465] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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122
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Arya R, Priyadarshi RN, Maji T, Kumar R, Anand U. Large Hepatic Subcapsular Hematoma Following Endoscopic Retrograde Cholangiopancreatography: A Case Report. Cureus 2022; 14:e21920. [PMID: 35273865 PMCID: PMC8901137 DOI: 10.7759/cureus.21920] [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] [Accepted: 02/05/2022] [Indexed: 12/02/2022] Open
Abstract
For decades, endoscopic retrograde cholangiopancreatography (ERCP) has been the cornerstone in the treatment of several biliopancreatic diseases. Although it is a relatively safe procedure, there are certain hazards involved. Hepatic subcapsular hematoma (HSH) is an uncommon complication of ERCP, with only a few cases reported in the literature to date. We present here a case of large HSH that developed 48 hours after an otherwise uneventful ERCP for choledocholithiasis. After being apparently well for the first two days post-ERCP, the patient began to develop abdominal pain and restlessness associated with hemodynamic instability and a decline in hemoglobin levels. Computed tomography (CT) confirmed the presence of a large HSH. The patient was managed nonsurgically with vascular angioembolization followed by ultrasound-guided percutaneous catheter drainage of hematoma. This case highlights the necessity of increasing awareness about this complication in order to aid in early diagnosis and management.
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Affiliation(s)
- Rahul Arya
- Gastroenterology, All India Institute of Medical Sciences, Patna, IND
| | | | - Tanmoy Maji
- Gastroenterology, All India Institute of Medical Sciences, Patna, IND
| | - Ramesh Kumar
- Gastroenterology, All India Institute of Medical Sciences, Patna, IND
| | - Utpal Anand
- Surgical Gastroenterology, All India Institute of Medical Sciences, Patna, IND
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Jang DK, Kim J, Paik CN, Kim J, Lee TH, Jang J, Yoon SB, Lee JK. Endoscopic retrograde cholangiopancreatography-related adverse events in Korea: A nationwide assessment. United European Gastroenterol J 2022; 10:73-79. [PMID: 34953054 PMCID: PMC8830275 DOI: 10.1002/ueg2.12186] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 11/21/2021] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Although endoscopic retrograde cholangiopancreatography (ERCP) is a pivotal procedure for the diagnosis and treatment of a variety of pancreatobiliary diseases, it has been known that the risk of procedure-related adverse events (AEs) is significant. OBJECTIVE We conducted this nationwide cohort study since there have been few reports on the real-world data regarding ERCP-related AEs. METHODS Patients who underwent ERCP were identified between 2012 and 2015 using Health Insurance Review and Assessment database generated by the Korea government. Incidence, annual trends, demographics, characteristics according to the types of procedures, and the risk factors of AEs were assessed. RESULTS A total of 114,757 patients with male gender of 54.2% and the mean age of 65.0 ± 15.2 years were included. The most common indication was choledocholithiasis (49.4%) and the second malignant biliary obstruction (22.8%). Biliary drainage (33.9%) was the most commonly performed procedure, followed by endoscopic sphincterotomy (27.4%), and stone removal (22.0%). The overall incidence of ERCP-related AEs was 4.7% consisting of post-ERCP pancreatitis (PEP; 4.6%), perforation (0.06%), and hemorrhage (0.02%), which gradually increased from 2012 to 2015. According to the type of procedures, ERCP-related AEs developed the most commonly after pancreatic stent insertion (11.4%), followed by diagnostic ERCP (5.9%) and endoscopic sphincterotomy (5.7%). Younger age and diagnostic ERCP turned out to be independent risk factors of PEP. CONCLUSIONS ERCP-related AEs developed the most commonly after pancreatic stent insertion, diagnostic ERCP and endoscopic sphincterotomy. Special caution should be used for young patients receiving diagnostic ERCP due to increased risk of PEP.
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Affiliation(s)
- Dong Kee Jang
- Department of Internal MedicineSeoul Metropolitan Government Boramae Medical CenterSeoul National University College of MedicineSeoulKorea
| | - Jungmee Kim
- Department of Preventive MedicineSeoul National University College of MedicineSeoulKorea
| | - Chang Nyol Paik
- Department of Internal MedicineCollege of MedicineThe Catholic University of KoreaSeoulKorea
| | - Jung‐Wook Kim
- Department of Internal MedicineKyung Hee University HospitalKyung Hee University College of MedicineSeoulKorea
| | - Tae Hee Lee
- Institute for Digestive ResearchSoonchunhyang University HospitalSoonchunhyang University College of MedicineSeoulKorea
| | - Jae‐Young Jang
- Department of Internal MedicineKyung Hee University HospitalKyung Hee University College of MedicineSeoulKorea
| | - Seung Bae Yoon
- Department of Internal MedicineCollege of MedicineThe Catholic University of KoreaSeoulKorea
| | - Jun Kyu Lee
- Department of Internal MedicineDongguk University Ilsan HospitalDongguk University College of MedicineGoyangKorea
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Cao W, Pomeroy MJ, Zhang S, Tan J, Liang Z, Gao Y, Abbasi AF, Pickhardt PJ. An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. SENSORS (BASEL, SWITZERLAND) 2022; 22:907. [PMID: 35161653 PMCID: PMC8840570 DOI: 10.3390/s22030907] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/14/2022] [Accepted: 01/20/2022] [Indexed: 12/10/2022]
Abstract
Objective: As an effective lesion heterogeneity depiction, texture information extracted from computed tomography has become increasingly important in polyp classification. However, variation and redundancy among multiple texture descriptors render a challenging task of integrating them into a general characterization. Considering these two problems, this work proposes an adaptive learning model to integrate multi-scale texture features. Methods: To mitigate feature variation, the whole feature set is geometrically split into several independent subsets that are ranked by a learning evaluation measure after preliminary classifications. To reduce feature redundancy, a bottom-up hierarchical learning framework is proposed to ensure monotonic increase of classification performance while integrating these ranked sets selectively. Two types of classifiers, traditional (random forest + support vector machine)- and convolutional neural network (CNN)-based, are employed to perform the polyp classification under the proposed framework with extended Haralick measures and gray-level co-occurrence matrix (GLCM) as inputs, respectively. Experimental results are based on a retrospective dataset of 63 polyp masses (defined as greater than 3 cm in largest diameter), including 32 adenocarcinomas and 31 benign adenomas, from adult patients undergoing first-time computed tomography colonography and who had corresponding histopathology of the detected masses. Results: We evaluate the performance of the proposed models by the area under the curve (AUC) of the receiver operating characteristic curve. The proposed models show encouraging performances of an AUC score of 0.925 with the traditional classification method and an AUC score of 0.902 with CNN. The proposed adaptive learning framework significantly outperforms nine well-established classification methods, including six traditional methods and three deep learning ones with a large margin. Conclusions: The proposed adaptive learning model can combat the challenges of feature variation through a multiscale grouping of feature inputs, and the feature redundancy through a hierarchal sorting of these feature groups. The improved classification performance against comparative models demonstrated the feasibility and utility of this adaptive learning procedure for feature integration.
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Affiliation(s)
- Weiguo Cao
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
| | - Marc J. Pomeroy
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Shu Zhang
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
| | - Jiaxing Tan
- Department of Computer Science, City University of New York, New York, NY 10314, USA;
| | - Zhengrong Liang
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Yongfeng Gao
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
| | - Almas F. Abbasi
- Department of Radiology, Stony Brook University, Stony Brook, NY 11794, USA; (W.C.); (M.J.P.); (S.Z.); (Y.G.); (A.F.A.)
| | - Perry J. Pickhardt
- Department of Radiology, School of Medicine, University of Wisconsin, Madison, WI 53792, USA;
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Rai M, Nazarin A, Taylor C, McMullen M, Hookey L, Chung W, Bechara R. OUP accepted manuscript. J Can Assoc Gastroenterol 2022; 5:221-225. [PMID: 36196273 PMCID: PMC9527655 DOI: 10.1093/jcag/gwac007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background and Aims Although usually mild to moderate in severity, postoperative pain after peroral endoscopic myotomy (POEM) is common. There are no studies that have addressed minimizing postoperative pain in patients undergoing POEM for achalasia. We hypothesized that intraoperative topical intra-tunnel irrigation with ropivacaine would result in a significant reduction in pain scores in the postoperative period. Methods A double-blind, randomized, placebo-controlled trial was conducted at the Kingston Health Sciences Center. Patients received either 30 mL of 0.2% ropivacaine or 30 mL of placebo irrigated topically into the POEM tunnel after completing the myotomy and prior to closing the mucosal incision. The primary outcome was pain post-POEM at 6 h assessed by the Numeric Rating Scale (NRS). Secondary objectives included assessing pain score at 0.5, 1, 2, 4 h post-POEM and on discharge, Quality of Recovery (QoR-15) scores at discharge, narcotic requirement, adverse events, and patients’ willingness to have the procedure done on an outpatient basis. Results A total of 20 patients were enrolled. For the primary outcome of pain post-POEM at 6 h, the NRS was 1.1 in the placebo group and 2.4 in the ropivacaine group (95% CI of the difference: −3.2 to 0.6, P = 0.171). No statistical difference was seen in the pain scores. Overall usage of post-procedural narcotics was low with no differences between the two groups. Fifty percent of patients in both groups were willing to have the procedure done as an outpatient. Conclusion The addition of intra-procedural tunnel irrigation with 30 mL 0.2% ropivacaine did not lead to reduced post-POEM pain.
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Affiliation(s)
- Mandip Rai
- Division of Gastroenterology, Queen’s University, Ontario, Canada
| | - Amir Nazarin
- Department of Medicine, Queen’s University, Ontario, Canada
| | - Connie Taylor
- Division of Gastroenterology, Queen’s University, Ontario, Canada
| | - Michael McMullen
- Department of Anesthesiology and Perioperative Medicine, Queen’s University, Ontario, Canada
| | - Lawrence Hookey
- Division of Gastroenterology, Queen’s University, Ontario, Canada
| | - Wiley Chung
- Division of General Surgery and Thoracic Surgery, Queen’s University, Ontario, Canada
| | - Robert Bechara
- Correspondence: Robert Bechara, Division of Gastroenterology, Queen’s University, Hotel Dieu Hospital, 166 Brock Street, Kingston, Ontario, K7L 5G2, Canada, e-mail:
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Dalal A, Dahale A, Gupta M, Saxena P, Kumar A, Sonika U, Kumar M, Srivastava S, Sachdeva S, Sharma B, Puri A. Endoscopic retrograde cholangiopancreaticography-related complications – Experience from tertiary care teaching centre over half a decade. J Minim Access Surg 2022; 18:526-532. [PMID: 35046182 PMCID: PMC9632712 DOI: 10.4103/jmas.jmas_272_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Introduction: Endoscopic retrograde cholangiopancreaticography (ERCP) is an essential therapeutic procedure with a significant risk of complications. Data regarding the complications and predictors of adverse outcomes such as mortality are scarce, especially from India and Asia. We aimed to look at the incidence and outcome of complications in ERCP patients. Materials and Methods: This study is a retrospective analysis of prospectively collected data of all the patients who underwent ERCP and had a complication from January 2012 to December 2018. Data were recorded in predesigned pro forma. The data analysis was done by appropriate statistical tests. RESULTS: A total of 17,163 ERCP were done. A total of 570 patients (3.3%) had complications; perforation (n = 275, 1.6%) was most common followed by pancreatitis (n = 177, 1.03%) and bleeding (n = 60, 0.35%). The majorities of perforations were managed conservatively (n = 205, 74.5%), and 53 (19%) required surgery. Overall, 69 (0.4%) patients died. Of these, 30 (10.9%) patients died with perforation. Age (odds ratio [OR]: 1.04, 95% confidence interval [CI]: 1.005–1.07) and need of surgery (OR: 5.11, 95% CI: 1.66–15.77) were the predictors of mortality in patients with perforation. The majority pancreatitis were mild (n = 125, 70.6%) and overall mortality was 5.6% (n = 10). Conclusion: ERCP complications have been remained static over the years, with perforation and pancreatitis contributing the most. Most perforations can be managed conservatively with good clinical outcomes.
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Sánchez-Peralta LF, Pagador JB, Sánchez-Margallo FM. Artificial Intelligence for Colorectal Polyps in Colonoscopy. Artif Intell Med 2022. [DOI: 10.1007/978-3-030-64573-1_308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Nishizawa T, Toyoshima O, Yoshida S, Uekura C, Kurokawa K, Munkhjargal M, Obata M, Yamada T, Fujishiro M, Ebinuma H, Suzuki H. TXI (Texture and Color Enhancement Imaging) for Serrated Colorectal Lesions. J Clin Med 2021; 11:119. [PMID: 35011860 PMCID: PMC8745100 DOI: 10.3390/jcm11010119] [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] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 12/19/2021] [Accepted: 12/24/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND AIM Olympus Corporation released the texture and color enhancement imaging (TXI) technology as a novel image-enhancing endoscopic technique. We investigated the effectiveness of TXI in the imaging of serrated colorectal polyps, including sessile serrated lesions (SSLs). METHODS Serrated colorectal polyps were observed using white light imaging (WLI), TXI, narrow-band imaging (NBI), and chromoendoscopy with and without magnification. Serrated polyps were histologically confirmed. TXI was compared with WLI, NBI, and chromoendoscopy for the visibility of the lesions without magnification and for that of the vessel and surface patterns with magnification. Three expert endoscopists evaluated the visibility scores, which were classified from 1 to 4. RESULTS Twenty-nine consecutive serrated polyps were evaluated. In the visibility score without magnification, TXI was significantly superior to WLI but inferior to chromoendoscopy in the imaging of serrated polyps and the sub-analysis of SSLs. In the visibility score for vessel patterns with magnification, TXI was significantly superior to WLI and chromoendoscopy in the imaging of serrated polyps and the sub-analysis of SSLs. In the visibility score for surface patterns with magnification, TXI was significantly superior to WLI but inferior to NBI in serrated polyps and in the sub-analysis of SSLs and hyperplastic polyps. CONCLUSIONS TXI provided higher visibility than did WLI for serrated, colorectal polyps, including SSLs.
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Affiliation(s)
- Toshihiro Nishizawa
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
- Department of Gastroenterology and Hepatology, International University of Health and Welfare, Narita Hospital, Narita 286-8520, Japan; (M.M.); (H.E.)
| | - Osamu Toyoshima
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
| | - Shuntaro Yoshida
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
| | - Chie Uekura
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan;
| | - Ken Kurokawa
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan;
| | - Munkhbayar Munkhjargal
- Department of Gastroenterology and Hepatology, International University of Health and Welfare, Narita Hospital, Narita 286-8520, Japan; (M.M.); (H.E.)
| | - Miho Obata
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan;
| | - Tomoharu Yamada
- Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan; (T.N.); (O.T.); (S.Y.); (C.U.); (K.K.); (M.O.); (T.Y.)
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan;
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan;
| | - Hirotoshi Ebinuma
- Department of Gastroenterology and Hepatology, International University of Health and Welfare, Narita Hospital, Narita 286-8520, Japan; (M.M.); (H.E.)
| | - Hidekazu Suzuki
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Tokai University School of Medicine, Isehara 259-1193, Japan
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Yao S, Ye Z, Wei Y, Jiang HY, Song B. Radiomics in hepatocellular carcinoma: A state-of-the-art review. World J Gastrointest Oncol 2021; 13:1599-1615. [PMID: 34853638 PMCID: PMC8603458 DOI: 10.4251/wjgo.v13.i11.1599] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 04/22/2021] [Accepted: 08/20/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common cancer and the second major contributor to cancer-related mortality. Radiomics, a burgeoning technology that can provide invisible high-dimensional quantitative and mineable data derived from routine-acquired images, has enormous potential for HCC management from diagnosis to prognosis as well as providing contributions to the rapidly developing deep learning methodology. This article aims to review the radiomics approach and its current state-of-the-art clinical application scenario in HCC. The limitations, challenges, and thoughts on future directions are also summarized.
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Affiliation(s)
- Shan Yao
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Zheng Ye
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Yi Wei
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Han-Yu Jiang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
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Khoraki J, Campos GM, Alwatari Y, Mazzini GS, Mangino MJ, Wolfe LG. Perioperative outcomes of inpatient laparoscopic Heller myotomy and per-oral endoscopic myotomy in the United States. Surgery 2021; 171:1263-1272. [PMID: 34774290 DOI: 10.1016/j.surg.2021.10.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 10/03/2021] [Accepted: 10/11/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Per-oral endoscopic myotomy is an alternative to pneumatic dilation and laparoscopic Heller myotomy to treat lower esophageal sphincter diseases. Laparoscopic Heller myotomy and per-oral endoscopic myotomy perioperative outcomes data come from relatively small retrospective series and 1 randomized trial. We aimed to estimate the number of inpatient procedures performed in the United States and compare perioperative outcomes and costs of laparoscopic Heller myotomy and per-oral endoscopic myotomy using a nationally representative database. METHODS Cross-sectional retrospective analysis of hospital admissions for laparoscopic Heller myotomy or per-oral endoscopic myotomy from October 2015 through December 2018 in the National Inpatient Sample. Patient and hospital characteristics, concurrent antireflux procedures, perioperative adverse events (any adverse event and those associated with extended length of stay ≥3 days), mortality, length of stay, and costs were compared. Logistic regression evaluated factors independently associated with adverse events. RESULTS An estimated 11,270 patients had laparoscopic Heller myotomy (n = 9,555) or per-oral endoscopic myotomy (n = 1,715) without significant differences in demographics and comorbidities. A concurrent anti-reflux procedure was more frequent with laparoscopic Heller myotomy (72.8% vs 15.5%, P < .001). Overall adverse event rate was higher with per-oral endoscopic myotomy (13.3% vs 24.8%, P < .001), and mortality was similar. Per-oral endoscopic myotomy had higher rates of adverse events associated with extended length of stay (9.3% vs 16.6%, P < .001), infectious adverse events (3.5% vs 8.2%, P < .001), gastrointestinal bleeding (3.4% vs 5.8%, P = .04), accidental injuries (3% vs 5.5%, P = .03), and thoracic adverse events (4.5% vs 9%, P < .01). Rates of adverse events of both procedures remained similar during the years of the study. Per-oral endoscopic myotomy was independently associated with adverse events. Length of stay (laparoscopic Heller myotomy: 3.2 ± 0.1 vs per-oral endoscopic myotomy: 3.7 ± 0.3 days, P = .17) and costs (laparoscopic Heller myotomy: $15,471 ± 406 vs per-oral endoscopic myotomy: $15,146 ± 1,308, P = .82) were similar. CONCLUSION In this national database review, laparoscopic Heller myotomy had a lower rate of perioperative adverse events at similar length of stay and costs than per-oral endoscopic myotomy. Laparoscopic Heller myotomy remains a safer procedure than per-oral endoscopic myotomy for a myotomy of the distal esophagus and lower esophageal sphincter in the United States.
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Affiliation(s)
- Jad Khoraki
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA
| | - Guilherme M Campos
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA.
| | - Yahya Alwatari
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA
| | - Guilherme S Mazzini
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA
| | - Martin J Mangino
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA
| | - Luke G Wolfe
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, VA
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Battista A, Battista RA, Battista F, Iovane G, Landi RE. BH-index: A predictive system based on serum biomarkers and ensemble learning for early colorectal cancer diagnosis in mass screening. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2021; 212:106494. [PMID: 34740064 DOI: 10.1016/j.cmpb.2021.106494] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 10/19/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND OBJECTIVE Colorectal cancer is one of the most common malignancies among the general population. Artificial Intelligence methodologies based on serum parameters are in continuous development to obtain less expensive tools for highly sensitive diagnoses. This study proposes a predictive system based on serum biomarkers and ensemble learning to predict colorectal cancer presence and the related TNM stage in patients. METHODS We have selected 17 significant plasmatic proteins, i.e., Carcinoembryonic Antigen, CA 19-9, CA 125, CA 50, CA 72-4, Tissue Polypeptide Antigen, C-Reactive Protein, Ceruloplasmin, Haptoglobin, Transferrin, Ferritin, α-1-Antitrypsin, α-2-Macroglobulin, α-1 Acid Glycoprotein, Complement C4, Complement C3, and Retinol Binding Protein, regarding 345 patients (248 affected by the neoplastic disease). The proposed system consists of two predictors, i.e., binary and staging; the former predicts the presence/absence of cancer, while the latter identifies the related TNM stage (I, II, III, or IV). The experiments were conducted by deploying and comparing Random Forest, XGBoost, Support Vector Machine, and Multilayer Perceptron with feature selection based on Gini Importance and with dimensionality reduction via PCA. RESULTS The results show that the system composed of XGBoost as binary and staging predictor reaches 91.30% accuracy, 90% sensitivity, and 93.33% specificity for the absence/presence outcome, while 66.66% accuracy for the staging response. With the expansion of the training set in favor of positive patients and majority voting, the system composed of the combination of Support Vector Machine, XGBoost, and Multilayer Perceptron as the binary predictor reaches 98.03% accuracy, 100% sensitivity, and 92.30% specificity, while the combination of Random Forest, XGBoost, and Multilayer Perceptron as staging predictor achieves 60% accuracy. The final system reaches, in terms of accuracy, 98.03%, and 66.66% for the binary and staging predictors, respectively. It was also found that the biomarkers which contribute most to the binary decision are Ceruloplasmin and α-2-Macroglobulin, while the least significant dimensions are CA 50 and α-1-Antitrypsin; instead, Carcinoembryonic Antigen and α-1 Acid Glycoprotein are the most significant to the staging decision. CONCLUSIONS The present study proves the effectiveness of deploying serum biomarkers as feature dimensions for early colorectal cancer diagnosis and of using majority voting for noise reduction in the prediction.
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Affiliation(s)
- Antonio Battista
- A.O.U. S. Giovanni di Dio e Ruggi d'Aragona, UOC Chir Urg, UOC Laboratorio Analisi, Salerno, Italy
| | | | - Federica Battista
- IRCCS Foundation Policlinico San Matteo, University of Pavia, Pavia, Italy
| | - Gerardo Iovane
- Department of Computer Science, University of Salerno, Salerno, Italy
| | - Riccardo Emanuele Landi
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.
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Andreozzi P, de Nucci G, Devani M, Redaelli D, Schettino M, Iuliano D, Zulli C, Maurano A, Bottiglieri ME, Paspatis G, Dinelli M, Manes G. The high rate of spontaneous migration of small size common bile duct stones may allow a significant reduction in unnecessary ERCP and related complications: results of a retrospective, multicenter study. Surg Endosc 2021; 36:3542-3548. [PMID: 34494152 DOI: 10.1007/s00464-021-08676-8] [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] [Received: 03/28/2021] [Accepted: 08/07/2021] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Common bile duct stones (CBDS) can spontaneously migrate through the duodenal papilla. In this case, ERCP could be unnecessary and a significant rate of complications could be avoided. In this study, we aim at retrospectively evaluating the rate of spontaneous stone passage in patients with an imaging diagnosis of CBDS and at analysing the factors associated to spontaneous stone migration. METHODS We conducted a retrospective multi-centre analysis of patients undergoing ERCP for CBDS in a 12-month period. 1016 patients with CBDS were analysed. In all patients CBDS was diagnosed with adequate imaging methods performed prior to ERCP. ERCPs with failed biliary cannulation were excluded. Data regarding patients' characteristics, imaging findings and ERCP procedure were analysed. RESULTS 1016 patients with CBDS undergoing ERCP were analysed (male sex 43.3%; mean age 69.9 ± 16.5 years). Diagnosis of CBDS was obtained by EUS in 415 patients (40.8%), MR in 343 (33.8%), CT in 220 (21.7%), and US in 38 (3.7%). No stones were found at ERCP in 179 patients (17.6%), in 14 (6.2%) when ERCP was performed within 6 h from imaging study, in 114 (18.5%) between 7 h and 7 days, in 32 (24.6%) between 8 and 29 days, and in 19 (43.2%) after 30 days. The rate of unnecessary ERCP occurred significantly more frequently in patients in whom imaging methods demonstrated either sludge or ≤ 5 mm CBDS (29.9 vs. 8.3%; p < 0.001). DISCUSSION Spontaneous migration of small CBDS is a frequent event, and ≤ 5 mm size and a delay in ERCP > 7 days represent predictive factors for it. We suggest that CBDS ≤ 5 mm should not undergo immediate removal and this fact would allow reducing the rate of unnecessary ERCP with their related complications. Prospective studies are needed to confirm these results and demonstrate the safety of a conservative management in this setting.
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Affiliation(s)
- Paolo Andreozzi
- Gastroenterology and Endoscopy Unit, ASL Caserta, Marcianise Hospital, Marcianise, Caserta, Italy
| | - Germana de Nucci
- Department of Gastroenterology, ASST Rhodense, Rho and Garbagnate M.se Hospitals, Viale Forlanini 95, Garbagnate Milanese, Milan, Italy
| | - Massimo Devani
- Department of Gastroenterology, ASST Rhodense, Rho and Garbagnate M.se Hospitals, Viale Forlanini 95, Garbagnate Milanese, Milan, Italy
| | - Davide Redaelli
- Department of Gastroenterology, ASST Rhodense, Rho and Garbagnate M.se Hospitals, Viale Forlanini 95, Garbagnate Milanese, Milan, Italy
| | - Mario Schettino
- Department of Gastroenterology, ASST Rhodense, Rho and Garbagnate M.se Hospitals, Viale Forlanini 95, Garbagnate Milanese, Milan, Italy
| | - Donato Iuliano
- Gastroenterology and Endoscopy Unit, ASL Caserta, Marcianise Hospital, Marcianise, Caserta, Italy
| | - Claudio Zulli
- Endoscopic Unit of Fucito Hospital, University Hospital of Salerno, Salerno, Italy
| | - Attilio Maurano
- Endoscopic Unit of Fucito Hospital, University Hospital of Salerno, Salerno, Italy
| | | | - Gregorios Paspatis
- Gastroenterology Department, Benizelion General Hospital, Heraklion, Crete, Greece
| | - Marco Dinelli
- Gastroenterology and Endoscopy Unit, San Gerardo Hospital, Monza, Italy
| | - Gianpiero Manes
- Department of Gastroenterology, ASST Rhodense, Rho and Garbagnate M.se Hospitals, Viale Forlanini 95, Garbagnate Milanese, Milan, Italy.
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Abstract
PURPOSE OF REVIEW Third space endoscopy (TSE) or submucosal endoscopy provides with the opportunity for minimally invasive management of various gastrointestinal disorders. TSE is a relatively new field and the knowledge on its utility continues to advance. The purpose of this review is to provide with updated evidence on the efficacy and utility of TSE in gastrointestinal motility disorders including achalasia and refractory gastroparesis. RECENT FINDINGS Peroral endoscopic myotomy (POEM) is a safe procedure with emerging evidence on its durability as well. Major technical variations do not appear to impact the outcomes of POEM. Recent randomized trials suggest superiority of POEM over pneumatic dilatation and noninferiority over Heller's myotomy in idiopathic achalasia. With regard to gastric POEM (G-POEM), recent evidence confirms its efficacy in refractory gastroparesis. Although effective, the long-term outcomes of G-POEM are not well known. In addition, the criteria for patient selection remain elusive. SUMMARY TSE has emerged as a new frontier in the endoscopic management of gastrointestinal motility disorders. While short-term outcomes are encouraging, the durability of TSE remains to be seen in achalasia as well as refractory gastroparesis. Insights regarding patient selection and predictors of outcomes may help optimizing the results of gastric POEM in refractory gastroparesis.
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134
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Zhang LY, Bejjani M, Ghandour B, Khashab MA. Rethinking the need for overnight admission after peroral endoscopic myotomy (POEM): a pandemic-driven approach to the future. Endosc Int Open 2021; 9:E1381-E1385. [PMID: 34466362 PMCID: PMC8367444 DOI: 10.1055/a-1490-9385] [Citation(s) in RCA: 5] [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: 02/05/2021] [Accepted: 03/31/2021] [Indexed: 01/09/2023] Open
Abstract
Background and study aims COVID-19 has significantly impacted endoscopic assessment and management of multiple conditions. Our group recommenced treatment of highly symptomatic achalasia patients (Eckardt score ≥ 6) adopting a same-day discharge (SDD) algorithm and present early outcomes of its utilization. Patients and methods We enrolled all outpatients undergoing POEM at a single tertiary referral center. Patients qualified for SDD if all of the following a priori criteria were met: 1) ASA grade I-III; 2) No intraprocedural adverse events (AEs); 3) Secure mucosal closure; 4) Post-procedure pain/nausea responsive to oral medications; and 5) Patients tolerating clear fluids. Results In 17 potential SDD candidates (female 82.4 %, median age 51 years [IQR 48-64]) undergoing POEM, SDD was achieved in 14 (82.4 %). The remaining were admitted due to post-procedure pain/nausea (n = 2) and intraprocedural concerns (capnoperitoneum requiring needle decompression, n = 1). There were no post-procedure AEs or unexpected readmissions. Conclusions This study demonstrates the safety and feasibility of a SDD algorithm for POEM patients and challenges the necessity of routine post-POEM hospital admission. Critically important during the COVID-19 pandemic, this may in fact constitute a changing standard for POEM post-procedure care.
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Affiliation(s)
- Linda Y. Zhang
- Johns Hopkins Medical Institutions, Baltimore, Maryland, United States
| | - Michael Bejjani
- Johns Hopkins Medical Institutions, Baltimore, Maryland, United States
| | - Bachir Ghandour
- Johns Hopkins Medical Institutions, Baltimore, Maryland, United States
| | - Mouen A. Khashab
- Johns Hopkins Medical Institutions, Baltimore, Maryland, United States
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135
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Pravisani R, De Simone P, Patrono D, Lauterio A, Cescon M, Gringeri E, Colledan M, Di Benedetto F, di Francesco F, Antonelli B, Manzia TM, Carraro A, Vivarelli M, Regalia E, Vennarecci G, Guglielmo N, Cesaretti M, Avolio AW, Valentini MF, Lai Q, Baccarani U. An Italian survey on the use of T-tube in liver transplantation: old habits die hard! Updates Surg 2021; 73:1381-1389. [PMID: 33792888 PMCID: PMC8397659 DOI: 10.1007/s13304-021-01019-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 03/02/2021] [Indexed: 12/13/2022]
Abstract
There is enough clinical evidence that a T-tube use in biliary reconstruction at adult liver transplantation (LT) does not significantly modify the risk of biliary stricture/leak, and it may even sustain infective and metabolic complications. Thus, the policy on T-tube use has been globally changing, with progressive application of more restrictive selection criteria. However, there are no currently standardized indications in such change, and many LT Centers rely only on own experience and routine. A nation-wide survey was conducted among all the 20 Italian adult LT Centers to investigate the current policy on T-tube use. It was found that 20% of Centers completely discontinued the T-tube use, while 25% Centers used it routinely in all LT cases. The remaining 55% of Centers applied a selective policy, based on criteria of technical complexity of biliary reconstruction (72.7%), followed by low-quality graft (63.6%) and high-risk recipient (36.4%). A T-tube use > 50% of annual caseload was not associated with high-volume Center status (> 70 LT per year), an active pediatric or living-donor transplant program, or use of DCD grafts. Only 10/20 (50%) Centers identified T-tube as a potential risk factor for complications other than biliary stricture/leak. In these cases, the suspected pathogenic mechanism comprised bacterial colonization (70%), malabsorption (70%), interruption of the entero-hepatic bile-acid cycle (50%), biliary inflammation due to an indwelling catheter (40%) and gut microbiota changes (40%). In conclusion, the prevalence of T-tube use among the Italian LT Centers is still relatively high, compared to the European trend (33%), and the potential detrimental effect of T-tube, beyond biliary stricture/leak, seems to be somehow underestimated.
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Affiliation(s)
- Riccardo Pravisani
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, Udine, Italy
| | - Paolo De Simone
- Hepatobiliary Surgery and Liver Transplantation, University Hospital Pisa, Pisa, Italy
| | - Damiano Patrono
- General Surgery 2U, Liver Transplant Center, A.O.U. Città della Salute e della Scienza di Torino, University of Torino, Turin, Italy
| | - Andrea Lauterio
- General Surgery and Abdominal Transplantation, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Matteo Cescon
- General Surgery and Transplantation Unit, Department of Medical and Surgical Sciences, Azienda Ospedaliero-Universitaria-Policlinico S.Orsola-Malpighi, Bologna, Italy
| | - Enrico Gringeri
- Hepatobiliary Surgery and Liver Transplantation Unit, University Hospital, Padua, Italy
| | - Michele Colledan
- Chirurgia Generale 3, Trapianti Addominali, Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Fabrizio Di Benedetto
- Hepatopancreatobiliary Surgery and Liver Transplantation Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Fabrizio di Francesco
- Department for the Treatment and Study of Abdominal Diseases and Abdominal Transplantation, IRCCS ISMETT-UPMC, Palermo, Italy
| | - Barbara Antonelli
- General and Liver Transplant Surgery Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Tommaso Maria Manzia
- HPB and Transplant Unit, Department of Surgery Science, University of Rome Tor Vergata, Rome, Italy
| | - Amedeo Carraro
- General Surgery and Liver Transplant Unit, University Hospital of Verona, Verona, Italy
| | - Marco Vivarelli
- HPB Surgery and Transplantation Unit, Department of Clinical and Experimental Medicine, Polytechnic University of Marche, Ancona, Italy
| | - Enrico Regalia
- HPB Surgery and Transplantation Unit, Istituto Nazionale Tumori, IRCCS, Milano, Italy
| | - Giovanni Vennarecci
- Laproscopic, Hepatic, and Liver Transplant Unit, AORN A. Cardarelli, Naples, Italy
| | - Nicola Guglielmo
- Division of General Surgery and Liver Transplantation, S. Camillo Hospital, Rome, Italy
| | - Manuela Cesaretti
- Liver Transplant Unit, Department of General Surgery, Azienda Ospedaliera G. Brotzu, Cagliari, Italy
| | - Alfonso Wolfango Avolio
- General Surgery and Liver Transplantation Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Maria Filippa Valentini
- General Surgery and Liver Transplantation Unit, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Quirino Lai
- General Surgery and Organ Transplantation Unit, Sapienza University of Rome, Rome, Italy
| | - Umberto Baccarani
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, Udine, Italy.
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Delayed Pneumoperitoneum After Peroral Endoscopic Myotomy. ACG Case Rep J 2021; 8:e00593. [PMID: 33997093 PMCID: PMC8116019 DOI: 10.14309/crj.0000000000000593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 02/16/2021] [Indexed: 12/04/2022] Open
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137
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Shen J, Wu Y, Feng X, Liang F, Mo M, Cai B, Zhou C, Wang Z, Zhu M, Cai G, Zheng Y. Assessing Individual Risk for High-Risk Early Colorectal Neoplasm for Pre-Selection of Screening in Shanghai, China: A Population-Based Nested Case-Control Study. Cancer Manag Res 2021; 13:3867-3878. [PMID: 34012295 PMCID: PMC8126801 DOI: 10.2147/cmar.s301185] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/02/2021] [Indexed: 01/08/2023] Open
Abstract
Objective To identify people with high-risk early colorectal neoplasm is highly desirable for pre-selection in colorectal cancer (CRC) screening in low-resource countries. We aim to build and validate a risk-based model so as to improve compliance and increase the benefits of screening. Patients and Methods Using data from the Shanghai CRC screening cohort, we conducted a population-based nested case–control study to build a risk-based model. Cases of early colorectal neoplasm were extracted as colorectal adenomas and stage 0-I CRC. Each case was matched with five individuals without neoplasm (controls) by the screening site and year of enrollment. Cases and controls were then randomly divided into two groups, with two thirds for building the risk prediction model and the other one third for model validation. Known risk factors were included for risk prediction models using logistic regressions. The area under the receiver operating characteristic curve (AUC) and Hosmer–Lemeshow chi-square statistics were used to evaluate model discrimination and calibration. The predicted individual risk probability was calculated under the risk regression equation. Results The model incorporating age, sex, family history and lifestyle factors including body mass index (BMI), smoking status, alcohol, regular moderate-to-intensity physical activity showed good calibration and discrimination. When the risk cutoff threshold was defined as 17%, the sensitivity and specificity of the model were 63.99% and 53.82%, respectively. The validation data analysis also showed well discrimination. Conclusion A risk prediction model combining personal and lifestyle factors was developed and validated for high-risk early colorectal neoplasm among the Chinese population. This risk-based model could improve the pre-selection for screening and contribute a lot to efficient population-based screening in low-resource countries.
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Affiliation(s)
- Jie Shen
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yiling Wu
- Department of Noninfectious Chronic Disease Control and Prevention, Songjiang District Center for Disease Control and Prevention, Shanghai, People's Republic of China
| | - Xiaoshuang Feng
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Fei Liang
- Department of Biostatistics, Zhongshan Hospital Fudan University, Shanghai, People's Republic of China
| | - Miao Mo
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Binxin Cai
- Department of Noninfectious Chronic Disease Control and Prevention, Songjiang District Center for Disease Control and Prevention, Shanghai, People's Republic of China
| | - Changming Zhou
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Zezhou Wang
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Meiying Zhu
- Department of Noninfectious Chronic Disease Control and Prevention, Songjiang District Center for Disease Control and Prevention, Shanghai, People's Republic of China
| | - Guoxiang Cai
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China.,Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Ying Zheng
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
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Abstract
Bile leaks can be a complication of abdominal surgeries, specifically trauma to the biliary system during laparoscopic cholecystectomy, and can occur from a variety of sources, commonly a bile duct injury (BDI). Their management involves a multidisciplinary approach and depends on a multitude of factors. This consequence has also led to increased health care costs and morbidity and mortality for patients. Currently, there are no professional society-initiated guidelines that provide surgeons with a clear algorithm for managing bile leaks, as there are for other operative approaches and management in various surgical diseases. Thus, a literature search was performed that surveyed current research on the effective prevention and management of the different types of bile leaks. This review aims to provide all clinicians with an overview of factors to consider in the management of bile leaks and supports referral to a tertiary center with a hepatobiliary specialist.
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Affiliation(s)
- Cassidy Gawlik
- General Surgery, Ohio University Heritage College of Osteopathic Medicine, Cleveland, USA
| | - Mary Carneval
- General Surgery, Cleveland Clinic Foundation Euclid Hospital, Cleveland, USA.,General Surgery, Ohio University Heritage College of Osteopathic Medicine, Cleveland, USA
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139
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Fujiyoshi Y, Inoue H, Abad MRA, Rodriguez de Santiago E, Nishikawa Y, Sakaguchi T, Toshimori A, Shimamura Y, Tanabe M, Sumi K, Kimura R, Izawa S, Ikeda H, Onimaru M. Importance of second-look endoscopy after per-oral endoscopic myotomy for safe postoperative management. Dig Endosc 2021; 33:364-372. [PMID: 32544261 DOI: 10.1111/den.13770] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 06/07/2020] [Accepted: 06/10/2020] [Indexed: 02/08/2023]
Abstract
OBJECTIVES Per-oral endoscopic myotomy (POEM) is a safe and effective treatment for achalasia and esophageal motility disorders. The role of second-look endoscopy (SE) on postoperative day 1 has not been examined. This study aimed to evaluate the findings and need of SE after POEM. METHODS This is a single-center, retrospective study. All consecutive patients who underwent POEM and SE on postoperative day 1 between December 2017 and September 2019 were included. The primary endpoint was the rate of newly-detected adverse events (nAE) during SE that required endoscopic intervention or deviation from the normal postoperative course. Multivariate logistic regression was used to identify predictors of nAE. RESULTS Four-hundred-ninety-seven patients (mean age, 50.3 years; female, 49.9%) were included. SE identified abnormal findings in a total of 71 patients (14.3%). nAE which required endoscopic intervention or deviation from the normal postoperative course were identified in 12 patients (2.4%): eight (1.6%) entry site dehiscence; two (0.4%) submucosal hemorrhage or hematoma; and two (0.4%) dehiscence of an intraoperative perforation site after endoclip closure. Other findings such as mucosal thermal damage without perforation and small submucosal hematoma were found in 54 patients (10.9%) and five patients (1.0%), respectively. Multivariate analysis showed that longer operation time and intraoperative adverse events (AE) were associated with clinically significant nAE during SE. CONCLUSIONS Second-look endoscopy can detect and treat nAE that may lead to severe AE. Thus, SE should be highly considered before starting oral ingestion in all cases, and especially in those who present an intraoperative AE and longer operation time.
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Affiliation(s)
- Yusuke Fujiyoshi
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Haruhiro Inoue
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | | | - Enrique Rodriguez de Santiago
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
- Department of Gastroenterology and Hepatology Hospital Universitario Ramon y Cajal, University of Alcala IRYCIS, Madrid, Spain
| | - Yohei Nishikawa
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Takuki Sakaguchi
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Akiko Toshimori
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Yuto Shimamura
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Mayo Tanabe
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Kazuya Sumi
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Ryusuke Kimura
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Shinya Izawa
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Haruo Ikeda
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Manabu Onimaru
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
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140
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Nabi Z, Ramchandani M, Nageshwar Reddy D. Second-look endoscopy after POEM for all, some or none… More you see, the more you find! Dig Endosc 2021; 33:465. [PMID: 32816353 DOI: 10.1111/den.13816] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Zaheer Nabi
- Asian institute of Gastroenterology, Hyderabad, India
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141
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Abstract
OBJECTIVES Endoscopic retrograde cholangiopancreatography (ERCP) with failed biliary cannulation is associated with a high rate of adverse events, but the role of prophylactic antibiotics remains unclear. The primary aim was to investigate if prophylactically administered antibiotics affect the frequency of overall adverse complications in patients where biliary cannulation fails during ERCP. The secondary aim was to investigate if specific infectious complications, also were affected by the antibiotic prophylaxis. MATERIALS AND METHODS We analysed data from 96,818 ERCPs (2006-2018), from the Swedish National Quality Registry of Cholecystectomy and ERCP (GallRiks), excluding ERCPs with successful cannulation (n = 88,743), missing data (n = 2,014), or on-going antibiotic therapy (n = 1,062). RESULTS In total 4,996 procedures were included, 2,124 received (42.5%) and 2,872 (57.5%) did not receive antibiotic prophylaxis. There were fewer overall complications in the group receiving prophylaxis (13.6% vs. 17.1%, p < .001), which corresponded to a 24% adjusted odds reduction in the multivariable analysis (odds ratio [OR] 0.76; 95% confidence interval [CI] 0.65-0.89). In the prophylaxis group, there was a lower overall rate of infectious complications (2.1% vs. 3.2%; p = .038; OR 0.68; 95% CI 0.47-0.98) and abscesses (0.8% vs. 1.4%; p = .040; OR 0.54; 95% CI 0.31-0.96). However, no significant differences were seen in the rate of cholangitis (1.3% vs. 1.7%; p = .182; OR 0.74; 95% CI 0.46-1.18). CONCLUSION This national quality registry study of ERCPs with failed cannulation showed a significant reduction in overall and infectious complications when prophylactic antibiotics were administered.
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Affiliation(s)
- Greger Olsson
- Department of Surgery, Central Hospital, Växjö, Sweden.,Department of Research and Development, Region Kronoberg, Sweden
| | - Lars Enochsson
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Fredrik Swahn
- Department of Clinical Sciences, Lund University, Lund, Sweden.,Department of Surgery, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
| | - Bodil Andersson
- Department of Clinical Sciences, Lund University, Lund, Sweden.,Department of Surgery, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
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142
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Dacha S, Aihara H, Anand GS, Byrne KR, Chahal P, James T, Kowalski TE, Qayed E, Repaka A, Saadi M, Sheth SG, Taylor JR, Walsh CM, Williams RL, Wagh MS. Core curriculum for peroral endoscopic myotomy (POEM). Gastrointest Endosc 2021; 93:539-543. [PMID: 33422284 DOI: 10.1016/j.gie.2020.10.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 10/26/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Sunil Dacha
- Division of Gastroenterology, Underwood Center for Digestive Disorders, Houston Methodist Hospital, Houston, Texas, USA
| | - Hiroyuki Aihara
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gobind S Anand
- Division of Gastroenterology, University of California San Diego, San Diego, California, USA
| | - Kathryn R Byrne
- Division of Gastroenterology, University of Utah, Salt Lake City, Utah, USA
| | - Prabhleen Chahal
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Theodore James
- Division of Gastroenterology and Hepatology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Thomas E Kowalski
- Division of Gastroenterology and Hepatology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Emad Qayed
- Department of Medicine, Division of Digestive Diseases, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Aparna Repaka
- Division of Gastroenterology, VA Boston Healthcare system, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Mohammed Saadi
- Division of Gastroenterology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Sunil G Sheth
- Division of Gastroenterology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Jason R Taylor
- Division of Gastroenterology and Hepatology, St Louis University, St Louis, Missouri, USA
| | - Catharine M Walsh
- Division of Gastroenterology, Hepatology and Nutrition and the Research and Learning Institutes, Hospital for Sick Children, Department of Paediatrics and the Wilson Centre, University of Toronto, Toronto, Ontario, Canada
| | - Renee L Williams
- Division of Gastroenterology and Hepatology, NYU Langone Health, New York, New York, USA
| | - Mihir S Wagh
- Division of Gastroenterology, University of Colorado-Denver School of Medicine, Aurora, Colorado, USA
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143
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Relations between Electronics, Artificial Intelligence and Information Society through Information Society Rules. ELECTRONICS 2021. [DOI: 10.3390/electronics10040514] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This paper presents relations between information society (IS), electronics and artificial intelligence (AI) mainly through twenty-four IS laws. The laws not only make up a novel collection, currently non-existing in the literature, but they also highlight the core boosting mechanism for the progress of what is called the information society and AI. The laws mainly describe the exponential growth in a particular field, be it the processing, storage or transmission capabilities of electronic devices. Other rules describe the relations to production prices and human interaction. Overall, the IS laws illustrate the most recent and most vibrant part of human history based on the unprecedented growth of device capabilities spurred by human innovation and ingenuity. Although there are signs of stalling, at the same time there are still many ways to prolong the fascinating progress of electronics that stimulates the field of artificial intelligence. There are constant leaps in new areas, such as the perception of real-world signals, where AI is already occasionally exceeding human capabilities and will do so even more in the future. In some areas where AI is presumed to be incapable of performing even at a modest level, such as the production of art or programming software, AI is making progress that can sometimes reflect true human skills. Maybe it is time for AI to boost the progress of electronics in return.
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Delayed Tension Symptomatic Pneumoperitoneum After POEM Requiring Needle Decompression. Am J Gastroenterol 2021; 116:407-410. [PMID: 33136569 DOI: 10.14309/ajg.0000000000000998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 09/09/2020] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Per-oral endoscopic myotomy (POEM) is an effective modality for the management of achalasia. Tension pneumoperitoneum is a significant complication that causes hemodynamic instability, generally within the periprocedural period. METHODS Here, we report 2 cases of delayed tension pneumoperitoneum that was recognized and treated several hours after uncomplicated POEM. RESULTS These cases illustrate the importance of continued vigilance for this complication outside of the immediate periprocedural period as well as the utility of computed tomography-guided aspiration in managing it. DISCUSSION When discharging patients after POEM, caregivers should be aware of this rare complication and alert patients to return for immediate care when it happens.
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145
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Sánchez-Peralta LF, Pagador JB, Sánchez-Margallo FM. Artificial Intelligence for Colorectal Polyps in Colonoscopy. Artif Intell Med 2021. [DOI: 10.1007/978-3-030-58080-3_308-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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146
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Reddy CA, Tavakkoli A, Abdul-Hussein M, Almazan E, Vosoughi K, Ichkhanian Y, Al-Hawary M, Chang AC, Chen JW, Korsnes S, Elmunzer BJ, Khashab MA, Law R. Clinical impact of routine esophagram after peroral endoscopic myotomy. Gastrointest Endosc 2021; 93:102-106. [PMID: 32504702 PMCID: PMC8783294 DOI: 10.1016/j.gie.2020.05.046] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/08/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS It is unclear whether the common practice of postoperative day (POD) 1 esophagram impacts clinical care or reliably identifies significant adverse events (AEs) related to peroral endoscopic myotomy (POEM). Therefore, we aimed to correlate the most clinically relevant esophagram findings with postoperative outcomes after POEM. METHODS Patients were retrospectively reviewed and included if they underwent POEM at 1 of the 3 study institutions between 2014 and 2018. Patient outcomes were assessed in relation to relevant POD 1 esophagram findings such as esophageal dissection or leak. RESULTS One hundred seventy post-POEM contrast esophagrams (139 fluoroscopy-based vs 31 CT-based) performed on POD 1 were included. Most esophagrams (n = 98) contained abnormal findings but only 5 showed esophageal leak or dissection. Confirmed postoperative AEs of leak or dissection occurred in 4 patients. In 2 patients, POD 1 esophagram appropriately identified the leak or dissection, but in the other 2 patients the initial esophagram was negative, and the AEs were not recognized before clinical deterioration. One patient had a false-positive leak and dissection noted on esophagram leading to an unremarkable endoscopy. CONCLUSIONS Despite the low AE rate after POEM, follow-up esophagram on POD 1 frequently shows expected, unremarkable postprocedural findings and occasionally fails to diagnose serious AEs. This results in pitfalls in accuracy regarding agreement between esophagram versus clinical and endoscopic findings. Relying exclusively on esophagram for post-POEM clinical decision-making can lead to unnecessary additional testing or missed AEs.
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Affiliation(s)
| | - Anna Tavakkoli
- Division of Gastroenterology, UT Southwestern, Dallas, Texas, USA
| | - Mustafa Abdul-Hussein
- Division of Gastroenterology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Erik Almazan
- Division of Gastroenterology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kia Vosoughi
- Division of Gastroenterology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Yervant Ichkhanian
- Division of Gastroenterology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Mahmoud Al-Hawary
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Andrew C. Chang
- Section of Thoracic Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Joan W. Chen
- Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA
| | - Sheryl Korsnes
- Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA
| | - B. Joseph Elmunzer
- Division of Gastroenterology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mouen A. Khashab
- Division of Gastroenterology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Ryan Law
- Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA
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Goyal H, Mann R, Gandhi Z, Perisetti A, Zhang Z, Sharma N, Saligram S, Inamdar S, Tharian B. Application of artificial intelligence in pancreaticobiliary diseases. Ther Adv Gastrointest Endosc 2021; 14:2631774521993059. [PMID: 33644756 PMCID: PMC7890713 DOI: 10.1177/2631774521993059] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Accepted: 01/11/2021] [Indexed: 02/05/2023] Open
Abstract
The role of artificial intelligence and its applications has been increasing at a rapid pace in the field of gastroenterology. The application of artificial intelligence in gastroenterology ranges from colon cancer screening and characterization of dysplastic and neoplastic polyps to the endoscopic ultrasonographic evaluation of pancreatic diseases. Artificial intelligence has been found to be useful in the evaluation and enhancement of the quality measure for endoscopic retrograde cholangiopancreatography. Similarly, artificial intelligence techniques like artificial neural networks and faster region-based convolution network are showing promising results in early and accurate diagnosis of pancreatic cancer and its differentiation from chronic pancreatitis. Other artificial intelligence techniques like radiomics-based computer-aided diagnosis systems could help to differentiate between various types of cystic pancreatic lesions. Artificial intelligence and computer-aided systems also showing promising results in the diagnosis of cholangiocarcinoma and the prediction of choledocholithiasis. In this review, we discuss the role of artificial intelligence in establishing diagnosis, prognosis, predicting response to treatment, and guiding therapeutics in the pancreaticobiliary system.
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Affiliation(s)
- Hemant Goyal
- The Wright Center for Graduate Medical Education, 501 S. Washington Avenue, Scranton, PA 18505, USA
| | - Rupinder Mann
- Academic Hospitalist, Saint Agnes Medical Center, Fresno, CA, USA
| | - Zainab Gandhi
- Department of Medicine, Geisinger Community Medical Center, Scranton, PA, USA
| | - Abhilash Perisetti
- Department of Gastroenterology and Hepatology, The University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Zhongheng Zhang
- Department of emergency medicine, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Neil Sharma
- Division of Interventional Oncology & Surgical Endoscopy (IOSE), Parkview Cancer Institute, Fort Wayne, IN, USA
- Indiana University School of Medicine, Fort Wayne, IN, USA
| | - Shreyas Saligram
- Division of Advanced Endoscopy, Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Texas Health, San Antonio, TX, USA
| | - Sumant Inamdar
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Benjamin Tharian
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
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148
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Tonozuka R, Mukai S, Itoi T. The Role of Artificial Intelligence in Endoscopic Ultrasound for Pancreatic Disorders. Diagnostics (Basel) 2020; 11:diagnostics11010018. [PMID: 33374181 PMCID: PMC7824322 DOI: 10.3390/diagnostics11010018] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 12/21/2020] [Accepted: 12/22/2020] [Indexed: 02/07/2023] Open
Abstract
The use of artificial intelligence (AI) in various medical imaging applications has expanded remarkably, and several reports have focused on endoscopic ultrasound (EUS) images of the pancreas. This review briefly summarizes each report in order to help endoscopists better understand and utilize the potential of this rapidly developing AI, after a description of the fundamentals of the AI involved, as is necessary for understanding each study. At first, conventional computer-aided diagnosis (CAD) was used, which extracts and selects features from imaging data using various methods and introduces them into machine learning algorithms as inputs. Deep learning-based CAD utilizing convolutional neural networks has been used; in these approaches, the images themselves are used as inputs, and more information can be analyzed in less time and with higher accuracy. In the field of EUS imaging, although AI is still in its infancy, further research and development of AI applications is expected to contribute to the role of optical biopsy as an alternative to EUS-guided tissue sampling while also improving diagnostic accuracy through double reading with humans and contributing to EUS education.
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149
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Marlicz W, Koulaouzidis G, Koulaouzidis A. Artificial Intelligence in Gastroenterology-Walking into the Room of Little Miracles. J Clin Med 2020; 9:jcm9113675. [PMID: 33207649 PMCID: PMC7697458 DOI: 10.3390/jcm9113675] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 11/11/2020] [Indexed: 12/15/2022] Open
Affiliation(s)
- Wojciech Marlicz
- Department of Gastroenterology, Pomeranian Medical University, 71-252 Szczecin, Poland
- The Centre for Digestive Diseases Endoklinika, 70-535 Szczecin, Poland;
- Correspondence:
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Zimmer V, Al-Kadah B, Mues EP. Pyriform sinus perforation as a rare complication of endoscopic retrograde cholangiopancreatography. GASTROENTEROLOGIA Y HEPATOLOGIA 2020; 45:209-210. [PMID: 33190936 DOI: 10.1016/j.gastrohep.2020.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 09/10/2020] [Indexed: 10/23/2022]
Affiliation(s)
- Vincent Zimmer
- Department of Medicine, Marienhausklinik St. Josef Kohlhof, Neunkirchen, Germany; Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.
| | - Basel Al-Kadah
- Department of Otorhinolaryngology, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Ernst-Peter Mues
- Department of General and Visceral Surgery, Marienhausklinik St. Josef Kohlhof, Neunkirchen, Germany
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