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Ang TL, Hang DV, Li JW, Ho JCL, Sy-Janairo ML, Raja Ali RA, Makharia GK, Sundaram S, Chantarojanasiri T, Kim HG, Isayama H, Pausawasdi N, Wu K, Syam AF, Aye TT, Rehman S, Niriella MA, Jurawan R, Wang L, Leung WK, Liou JM, Rizan C, Wu JCY, Ooi CJ. APAGE Position Statements on Green and Sustainability in Gastroenterology, Hepatology, and Gastrointestinal Endoscopy. J Gastroenterol Hepatol 2025; 40:821-831. [PMID: 39888113 DOI: 10.1111/jgh.16896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 01/13/2025] [Accepted: 01/18/2025] [Indexed: 02/01/2025]
Abstract
BACKGROUND AND AIM The APAGE Position Statements aimed to provide guidance to healthcare practitioners on clinical practices aligned with climate sustainability. METHODS A taskforce convened by APAGE proposed provisional statements. Twenty-two gastroenterologists from the Asian Pacific region participated in online voting and consensus was assessed through an anonymized and iterative Delphi process. RESULTS There were five sections that addressed the rationale for climate action, the importance of adopting principles of waste management, clinical practice, gastrointestinal endoscopy, and issues related to advocacy and research. Sixteen statements achieved consensus and included the following: 1. APAGE recommends adopting prompt measures to reduce the carbon footprint of clinical practice due to the importance of climate action and its health cobenefits. 5. APAGE recommends adherence to professional clinical guidelines to optimize clinical care delivery in gastroenterology and hepatology to avoid the environmental impact of unnecessary procedures and tests. 8. APAGE recommends an emphasis on health promotion, disease prevention, and appropriate screening and surveillance, when resources are available, to reduce the environmental impact of managing more advanced diseases that require more intensive resources. 12. APAGE recommends that technological advances in endoscopic imaging and artificial intelligence, when available, be used to improve the precision of endoscopic diagnosis to reduce the risk of missed lesions and need for unnecessary biopsies. 13. APAGE recommends against the routine use of single-use endoscopes. CONCLUSION The position statements provide guidance to healthcare practitioners on clinical practices in gastroenterology, hepatology, and endoscopy that promote climate sustainability.
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Affiliation(s)
- Tiing Leong Ang
- Department of Gastroenterology and Hepatology, Changi General Hospital, Duke-NUS Medical School, Yong Loo Lin School of Medicine, National University of Singapore, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Dao Viet Hang
- Endoscopy Centre, Hanoi Medical University Hospital, Hanoi, Vietnam
| | - James Weiquan Li
- Department of Gastroenterology and Hepatology, Changi General Hospital, Duke-NUS Medical School, Yong Loo Lin School of Medicine, National University of Singapore, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Jacky Chiu Leung Ho
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
| | | | | | - Govind K Makharia
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, New Delhi, India
| | - Sridhar Sundaram
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Tanyaporn Chantarojanasiri
- Division of Gastroenterology, Department of Internal Medicine, Rajavithi Hospital, Rangsit University, Bangkok, Thailand
| | - Hyun-Gun Kim
- Department of Internal Medicine, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Hiroyuki Isayama
- Department of Gastroenterology, Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Nonthalee Pausawasdi
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Kaichun Wu
- Fourth Military Medical University, Xijing Hospital, Xian, China
| | - Ari Fahrial Syam
- Department of Internal Medicine, Faculty of Medicine, University of Indonesia, Jakarta, Indonesia
| | - Than Than Aye
- Department of Gastroenterology, Yangon General Hospital. University of Medicine 1, Yangon, Myanmar
| | - Sher Rehman
- Department of Gastroenterology, Khyber Girls Medical College, Hayat Abad Medical Complex, Peshawar, Pakistan
| | - Madunil Anuk Niriella
- Department of Medicine, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
| | - Ricardo Jurawan
- Taranaki Base Hospital, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Liangjing Wang
- Second Affiliated Hospital of Zhejiang, University School of Medicine, Hangzhou, China
| | - Wai Keung Leung
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong SAR, China
| | - Jyh-Ming Liou
- College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chantelle Rizan
- Centre for Sustainable Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Justin Che Yuen Wu
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Choon Jin Ooi
- Duke-NUS Medical School, Gleneagles Medical Centre, Singapore
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Yadlapati R, Early D, Iyer PG, Morgan DR, Sengupta N, Sharma P, Shaheen NJ. Quality indicators for upper GI endoscopy. Gastrointest Endosc 2025; 101:236-260. [PMID: 39545899 DOI: 10.1016/j.gie.2024.08.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 08/18/2024] [Indexed: 11/17/2024]
Affiliation(s)
- Rena Yadlapati
- Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
| | - Dayna Early
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Prasad G Iyer
- Division of Gastroenterology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Douglas R Morgan
- Division of Gastroenterology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Neil Sengupta
- Division of Gastroenterology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Prateek Sharma
- Division of Gastroenterology, Veteran Affairs Medical Center and University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Nicholas J Shaheen
- Division of Gastroenterology, University of North Carolina, Chapel Hill, North Carolina, USA
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3
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Yadlapati R, Early D, Iyer PG, Morgan DR, Sengupta N, Sharma P, Shaheen NJ. Quality Indicators for Upper GI Endoscopy. Am J Gastroenterol 2025; 120:290-312. [PMID: 39808581 DOI: 10.14309/ajg.0000000000003252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 06/26/2024] [Indexed: 01/16/2025]
Affiliation(s)
- Rena Yadlapati
- Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
| | - Dayna Early
- Division of Gastroenterology, Washington University, St. Louis, Missouri, USA
| | - Prasad G Iyer
- Division of Gastroenterology, Mayo Clinic, Rochester, Minnesota, USA
| | - Douglas R Morgan
- Division of Gastroenterology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Neil Sengupta
- Division of Gastroenterology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Prateek Sharma
- Division of Gastroenterology, VA Medical Center and University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Nicholas J Shaheen
- Division of Gastroenterology, University of North Carolina, Chapel Hill, North Carolina, USA
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4
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Peabody JW, Cruz JD, Ganesan D, Paculdo D, Critchley-Thorne RJ, Wani S, Shaheen NJ. A Randomized Controlled Study on Clinical Adherence to Evidence-Based Guidelines in the Management of Simulated Patients With Barrett's Esophagus and the Clinical Utility of a Tissue Systems Pathology Test: Results From Q-TAB. Clin Transl Gastroenterol 2024; 15:e00644. [PMID: 37767993 PMCID: PMC10810603 DOI: 10.14309/ctg.0000000000000644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023] Open
Abstract
INTRODUCTION Barrett's esophagus (BE) is a precursor to esophageal adenocarcinoma. Physicians infrequently adhere to guidelines for managing BE, leading to either reduced detection of dysplasia or inappropriate re-evaluation. METHODS We conducted a three-arm randomized controlled trial with 2 intervention arms to determine the impact of a tissue systems pathology (TSP-9) test on the adherence to evidence-based guidelines for simulated patients with BE. Intervention 1 received TSP-9 results, and intervention 2 had the option to order TSP-9 results. We collected data from 259 practicing gastroenterologists and gastrointestinal surgeons who evaluated and made management decisions for 3 types of simulated patients with BE: nondysplastic BE, indefinite for dysplasia, and low-grade dysplasia. RESULTS Intervention 1 was significantly more likely to correctly assess risk of progression to high-grade dysplasia/esophageal adenocarcinoma and offer treatment in accordance with US society guidelines compared with the control group (+6.9%, 95% confidence interval +1.4% to +12.3%). There was no significant difference in ordering guideline-recommended endoscopic eradication therapy. However, for cases requiring annual endoscopic surveillance, we found significant improvement in adherence for intervention 1, with a difference-in-difference of +18.5% ( P = 0.019). Intervention 2 ordered the TSP-9 test in 21.9% of their cases. Those who ordered the test performed similarly to intervention 1; those who did not, performed similarly to the control group. DISCUSSION The TSP-9 test optimized adherence to clinical guidelines for surveillance and treatment of both patients with BE at high and low risk of disease progression. Use of the TSP-9 test can enable physicians to make risk-aligned management decisions, leading to improved patient health outcomes.
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Affiliation(s)
- John W. Peabody
- QURE Healthcare, San Francisco, California, USA
- University of California, San Francisco, California, USA
- University of California, Los Angeles, California, USA
| | | | | | | | | | - Sachin Wani
- University of Colorado Anschutz Medical Center, Aurora, Colorado, USA
| | - Nicholas J. Shaheen
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Ho JCL, Lui RN, Ho SH, Hock NTC, Luo X, Tang RSY, Chiu PWY, Ang TL. Asia-Pacific survey on green endoscopy. J Gastroenterol Hepatol 2024; 39:133-140. [PMID: 37967819 DOI: 10.1111/jgh.16409] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 10/23/2023] [Accepted: 10/28/2023] [Indexed: 11/17/2023]
Abstract
BACKGROUND AND AIM Greenhouse gas emissions are the fundamental cause of global warming, with CO2 being the most contributive. Carbon reduction has been widely advocated to mitigate the climate crisis. The endoscopy unit is the third highest waste-generating department in a hospital. The awareness and acceptance of the practice of green endoscopy among healthcare workers is unclear. METHOD An online survey was conducted over a 5-week period from July to August 2023 in the Asia-Pacific region, which targeted endoscopists, nurses, and other healthcare professionals of the endoscopy unit. The primary outcome was the agreement to adopt green endoscopy. The secondary outcomes included views on sustainable practices, factors associated with increased acceptance of green endoscopy, the acceptance of different carbon reduction measures, and the perceived barriers to implementation. RESULTS A total of 259 valid responses were received. Overall, 79.5% of participants agreed to incorporate green endoscopy into their practice. Nevertheless, existing green policies were only reported by 12.7% of respondents. The level of understanding of green endoscopy is the only significant factor associated with its acceptance (odds ratio 3.10, P < 0.007). Potential barriers to implementation include healthcare cost increment, infection risk, inadequate awareness, and lack of policy and industrial support. CONCLUSION Green endoscopy is well accepted among healthcare workers but not widely implemented. The level of understanding is highly associated with its acceptance, highlighting the importance of education. A reliable assessment tool is needed to quantify the environmental impact of endoscopy. Further studies are needed to ascertain its benefit and cost effectiveness.
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Affiliation(s)
- Jacky C L Ho
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Rashid N Lui
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Shiaw-Hooi Ho
- Department of Medicine, University of Malaya Medical Centre and Specialist Centre, Kuala Lumpur, Malaysia
| | - Nicholas T C Hock
- Department of Gastroenterology and Hepatology, Changi General Hospital, SingHealth, Hong Kong, China
| | - Xiaobei Luo
- Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Raymond S Y Tang
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Philip W Y Chiu
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
- Department of Surgery, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Tiing Leong Ang
- Department of Gastroenterology and Hepatology, Changi General Hospital, SingHealth, Hong Kong, China
- Duke-NUS Medical School, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
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Nguyen Wenker T, Natarajan Y, Caskey K, Novoa F, Mansour N, Pham HA, Hou JK, El-Serag HB, Thrift AP. Using Natural Language Processing to Automatically Identify Dysplasia in Pathology Reports for Patients With Barrett's Esophagus. Clin Gastroenterol Hepatol 2023; 21:1198-1204. [PMID: 36115659 PMCID: PMC10014472 DOI: 10.1016/j.cgh.2022.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 08/30/2022] [Accepted: 09/06/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Identifying dysplasia of Barrett's esophagus (BE) in the electronic medical record (EMR) requires manual abstraction of unstructured data. Natural language processing (NLP) creates structure to unstructured free text. We aimed to develop and validate an NLP algorithm to identify dysplasia in BE patients on histopathology reports with varying report formats in a large integrated EMR system. METHODS We randomly selected 600 pathology reports for NLP development and 400 reports for validation from patients with suspected BE in the national Veterans Affairs databases. BE and dysplasia were verified by manual review of the pathology reports. We used NLP software (Clinical Language Annotation, Modeling, and Processing Toolkit; Melax Tech, Houston, TX) to develop an algorithm to identify dysplasia using findings. The algorithm performance characteristics were calculated as recall, precision, accuracy, and F-measure. RESULTS In the development set of 600 patients, 457 patients had confirmed BE (60 with dysplasia). The NLP identified dysplasia with 98.0% accuracy, 91.7% recall, and 93.2% precision, with an F-measure of 92.4%. All 7 patients with confirmed high-grade dysplasia were classified by the algorithm as having dysplasia. Among the 400 patients in the validation cohort, 230 had confirmed BE (39 with dysplasia). Compared with manual review, the NLP algorithm identified dysplasia with 98.7% accuracy, 92.3% recall, and 100.0% precision, with an F-measure of 96.0%. CONCLUSIONS NLP yielded a high degree of sensitivity and accuracy for identifying dysplasia from diverse types of pathology reports for patients with BE. The application of this algorithm would facilitate research and clinical care in an EMR system with text reports in large data repositories.
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Affiliation(s)
- Theresa Nguyen Wenker
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas; Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Yamini Natarajan
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Kadon Caskey
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Francisco Novoa
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Nabil Mansour
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | | | - Jason K Hou
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas; Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas; Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Aaron P Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Texas; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas.
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7
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Sharma P, Falk GW, Bhor M, Ozbay AB, Latremouille-Viau D, Guérin A, Shi S, Elvekrog MM, Limburg P. Real-world upper endoscopy utilization patterns among patients with gastroesophageal reflux disease, Barrett esophagus, and Barrett esophagus-related esophageal neoplasia in the United States. Medicine (Baltimore) 2023; 102:e33072. [PMID: 36961193 PMCID: PMC10036066 DOI: 10.1097/md.0000000000033072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/02/2023] [Indexed: 03/25/2023] Open
Abstract
This study fills a gap in literature by providing contemporary real-world evidence on the prevalence of patients with gastroesophageal reflux disease (GERD), Barrett esophagus (BE), and Barrett esophagus-related neoplasia (BERN) and their upper endoscopy utilization patterns in the United States. A retrospective cohort study design was used: adults with GERD, nondysplastic Barrett esophagus (NDBE), and BERN (indefinite for dysplasia [IND], low-grade dysplasia [LGD], high-grade dysplasia [HGD], or esophageal adenocarcinoma [EAC]) were identified from the MarketScan databases (January 01, 2015-December 31, 2019). For each disease stage, prevalence of adults in commercial claims by calendar year, annual number of upper endoscopies per patient and time between upper endoscopies were reported. In 2019, in commercial claims (N = 12,363,227), the annual prevalence rate of GERD was 13.7% and 0.70% for BE/BERN, among which, 87.1% had NDBE, 6.8% had IND, 2.3% had LGD, 1.0% had HGD, and 2.8% had EAC. From 2015-2019, the study included 3,310,385 patients with GERD, 172,481 with NDBE, 11,516 with IND, 4332 with LGD, 1549 with HGD, and 11,676 with EAC. Annual mean number of upper endoscopies was 0.20 per patient for GERD, 0.37 per patient for NDBE, 0.43 for IND, 0.58 for LGD, and 0.87 for HGD. Median time (months) to second upper endoscopy was 38.10 for NDBE, 36.63 for IND, 22.63 for LGD, and 11.90 for HGD. Upper endoscopy utilization increased from GERD to BE to BERN, and time between upper endoscopies decreased as the disease stage progressed from BE to BERN, with less frequent utilization in BERN than what would be expected from guideline recommendations for surveillance.
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Affiliation(s)
- Prateek Sharma
- Department of Gastroenterology, University of Kansas School of Medicine and VA Medical Center, Kansas City, MO
| | - Gary W. Falk
- Perelman School of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
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Rodríguez de Santiago E, Dinis-Ribeiro M, Pohl H, Agrawal D, Arvanitakis M, Baddeley R, Bak E, Bhandari P, Bretthauer M, Burga P, Donnelly L, Eickhoff A, Hayee B, Kaminski MF, Karlović K, Lorenzo-Zúñiga V, Pellisé M, Pioche M, Siau K, Siersema PD, Stableforth W, Tham TC, Triantafyllou K, Tringali A, Veitch A, Voiosu AM, Webster GJ, Vienne A, Beilenhoff U, Bisschops R, Hassan C, Gralnek IM, Messmann H. Reducing the environmental footprint of gastrointestinal endoscopy: European Society of Gastrointestinal Endoscopy (ESGE) and European Society of Gastroenterology and Endoscopy Nurses and Associates (ESGENA) Position Statement. Endoscopy 2022; 54:797-826. [PMID: 35803275 DOI: 10.1055/a-1859-3726] [Citation(s) in RCA: 106] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Climate change and the destruction of ecosystems by human activities are among the greatest challenges of the 21st century and require urgent action. Health care activities significantly contribute to the emission of greenhouse gases and waste production, with gastrointestinal (GI) endoscopy being one of the largest contributors. This Position Statement aims to raise awareness of the ecological footprint of GI endoscopy and provides guidance to reduce its environmental impact. The European Society of Gastrointestinal Endoscopy (ESGE) and the European Society of Gastroenterology and Endoscopy Nurses and Associates (ESGENA) outline suggestions and recommendations for health care providers, patients, governments, and industry. MAIN STATEMENTS 1: GI endoscopy is a resource-intensive activity with a significant yet poorly assessed environmental impact. 2: ESGE-ESGENA recommend adopting immediate actions to reduce the environmental impact of GI endoscopy. 3: ESGE-ESGENA recommend adherence to guidelines and implementation of audit strategies on the appropriateness of GI endoscopy to avoid the environmental impact of unnecessary procedures. 4: ESGE-ESGENA recommend the embedding of reduce, reuse, and recycle programs in the GI endoscopy unit. 5: ESGE-ESGENA suggest that there is an urgent need to reassess and reduce the environmental and economic impact of single-use GI endoscopic devices. 6: ESGE-ESGENA suggest against routine use of single-use GI endoscopes. However, their use could be considered in highly selected patients on a case-by-case basis. 7: ESGE-ESGENA recommend inclusion of sustainability in the training curricula of GI endoscopy and as a quality domain. 8: ESGE-ESGENA recommend conducting high quality research to quantify and minimize the environmental impact of GI endoscopy. 9: ESGE-ESGENA recommend that GI endoscopy companies assess, disclose, and audit the environmental impact of their value chain. 10: ESGE-ESGENA recommend that GI endoscopy should become a net-zero greenhouse gas emissions practice by 2050.
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Affiliation(s)
- Enrique Rodríguez de Santiago
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Mario Dinis-Ribeiro
- Porto Comprehensive Cancer Center (Porto.CCC), and RISE@CI-IPOP (Health Research Network), Porto, Portugal
| | - Heiko Pohl
- Dartmouth Geisel School of Medicine, Hanover, New Hampshire, and Section of Gastroenterology and Hepatology, VA White River Junction, Vermont, USA
| | - Deepak Agrawal
- Division of Gastroenterology and Hepatology, Dell Medical School, University of Texas Austin, Texas, USA
| | - Marianna Arvanitakis
- Department of Gastroenterology, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Robin Baddeley
- King's Health Partners Institute for Therapeutic Endoscopy, King's College Hospital, and Wolfson Unit for Endoscopy, St Mark's Hospital, London, United Kingdom
| | - Elzbieta Bak
- Department of Gastroenterology and Internal Medicine, Clinical Hospital of Medical University of Warsaw, Warsaw, Poland
| | | | - Michael Bretthauer
- Clinical Effectiveness Research Group, University of Oslo, and Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway
| | - Patricia Burga
- Endoscopy Department, University Hospital of Padua, Italy
| | - Leigh Donnelly
- Endoscopy Department, Northumbria Healthcare NHS Trust, Northumberland, United Kingdom
| | - Axel Eickhoff
- Klinik für Gastroenterologie, Diabetologie, Infektiologie, Klinikum Hanau, Hanau, Germany
| | - Bu'Hussain Hayee
- Department of Gastroenterology, University College London Hospitals, London, United Kingdom
| | - Michal F Kaminski
- Department of Cancer Prevention and Department of Oncological Gastroenterology, The Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Katarina Karlović
- Clinical Hospital Center Rijeka , Department of Gastroenterology, Endoscopy Unit, Rijeka, Croatia
| | - Vicente Lorenzo-Zúñiga
- Department of Gastroenterology, University and Polytechnic La Fe Hospital/IIS La Fe, Valencia, Spain
| | - Maria Pellisé
- Department of Gastroenterology, Hospital Clinic of Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), and Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Mathieu Pioche
- Endoscopy Unit, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Keith Siau
- Department of Gastroenterology, Dudley Group Hospitals NHS Foundation Trust, Dudley, United Kingdom
| | - Peter D Siersema
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - William Stableforth
- Department of Gastroenterology, Dudley Group Hospitals NHS Foundation Trust, Dudley, United Kingdom
| | - Tony C Tham
- Division of Gastroenterology, Ulster Hospital, Dundonald, Belfast, Northern Ireland
| | - Konstantinos Triantafyllou
- Hepatogastroenterology Unit, Second Department of Internal Medicine - Propaedeutic, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Alberto Tringali
- Digestive Endoscopy Unit, ULSS 2 Marca Trevigiana, Conegliano Hospital, Conegliano, Italy
| | - Andrew Veitch
- Department of Gastroenterology, Royal Wolverhampton NHS Trust, Wolverhampton, United Kingdom
| | - Andrei M Voiosu
- Department of Gastroenterology and Hepatology, Colentina Clinical Hospital, Bucharest, Romania
| | - George J Webster
- Department of Gastroenterology, University College London Hospitals, London, United Kingdom
| | | | | | - Raf Bisschops
- Department of Gastroenterology and Hepatology, Catholic University of Leuven (KUL), TARGID, University Hospitals Leuven, Leuven, Belgium
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, and Endoscopy Unit, IRCCS Humanitas Clinical and Research Center, Rozzano, Milan, Italy
| | - Ian M Gralnek
- Ellen and Pinchas Mamber Institute of Gastroenterology and Hepatology, Emek Medical Center, Afula, and Rappaport Faculty of Medicine Technion Israel Institute of Technology, Haifa, Israel
| | - Helmut Messmann
- III Medizinische Klinik Universitätsklinikum Augsburg, Augsburg, Germany
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Rubenstein JH, Evans RR, Burns JA, Arasim ME, Zhu J, Waljee AK, Harnessing Opportunities to Screen for Esophageal Adenocarcinoma Group, Macdonald PW, Adams MA, Chang JW, Firsht EM, Hawley ST, Saini SD, Wallner LP. Patients With Adenocarcinoma of the Esophagus or Esophagogastric Junction Frequently Have Potential Screening Opportunities. Gastroenterology 2022; 162:1349-1351.e5. [PMID: 34942170 PMCID: PMC8934293 DOI: 10.1053/j.gastro.2021.12.255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 12/14/2021] [Accepted: 12/16/2021] [Indexed: 12/02/2022]
Affiliation(s)
- Joel H. Rubenstein
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI,Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI,Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Richard R. Evans
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI
| | - Jennifer A. Burns
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI
| | - Maria E. Arasim
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI
| | - Ji Zhu
- Department of Statistics, University of Michigan College of Literature, Science, and Arts, Ann Arbor, MI
| | - Akbar K. Waljee
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI,Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | | | - Peter W Macdonald
- Department of Statistics, University of Michigan College of Literature, Science, and Arts, Ann Arbor, MI
| | - Megan A Adams
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI; Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Joy W Chang
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Elizabeth M Firsht
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI
| | - Sarah T Hawley
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI; Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI; Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Sameer D Saini
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI; Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Lauren P Wallner
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI; Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
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10
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Li N, Jin SZ. Artificial intelligence and early esophageal cancer. Artif Intell Gastrointest Endosc 2021; 2:198-210. [DOI: 10.37126/aige.v2.i5.198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/23/2021] [Accepted: 10/27/2021] [Indexed: 02/06/2023] Open
Abstract
The development of esophageal cancer (EC) from early to advanced stage results in a high mortality rate and poor prognosis. Advanced EC not only poses a serious threat to the life and health of patients but also places a heavy economic burden on their families and society. Endoscopy is of great value for the diagnosis of EC, especially in the screening of Barrett’s esophagus and early EC. However, at present, endoscopy has a low diagnostic rate for early tumors. In recent years, artificial intelligence (AI) has made remarkable progress in the diagnosis of digestive system tumors, providing a new model for clinicians to diagnose and treat these tumors. In this review, we aim to provide a comprehensive overview of how AI can help doctors diagnose early EC and precancerous lesions and make clinical decisions based on the predicted results. We analyze and summarize the recent research on AI and early EC. We find that based on deep learning (DL) and convolutional neural network methods, the current computer-aided diagnosis system has gradually developed from in vitro image analysis to real-time detection and diagnosis. Based on powerful computing and DL capabilities, the diagnostic accuracy of AI is close to or better than that of endoscopy specialists. We also analyze the shortcomings in the current AI research and corresponding improvement strategies. We believe that the application of AI-assisted endoscopy in the diagnosis of early EC and precancerous lesions will become possible after the further advancement of AI-related research.
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Affiliation(s)
- Ning Li
- Department of Gastroenterology and Hepatology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, Heilongjiang Province, China
| | - Shi-Zhu Jin
- Department of Gastroenterology and Hepatology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, Heilongjiang Province, China
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11
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Surveillance Cessation for Barrett's Esophagus: A Survey of Gastroenterologists. Am J Gastroenterol 2021; 116:1730-1733. [PMID: 34049319 PMCID: PMC9152734 DOI: 10.14309/ajg.0000000000001323] [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: 06/08/2020] [Accepted: 05/06/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Regular endoscopic surveillance is the gold standard Barrett's esophagus (BE) surveillance, yet harms of surveillance for some patients may outweigh the benefits. We sought to characterize physicians' BE surveillance cessation recommendations. METHODS We surveyed gastroenterologists about their BE surveillance recommendations varying patient age, comorbidity, and BE length. RESULTS Clinicians varied in recommendations for repeat surveillance. Patient age showed the largest variation among decisions, whereas BE length varied the least. DISCUSSION Age and comorbidities seem to influence BE surveillance cessation decisions, but with variation. Clear cessation guidelines balancing the risks and benefits for BE surveillance are warranted.
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12
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Jones B, Williams JL, Komanduri S, Muthusamy VR, Shaheen NJ, Wani S. Racial Disparities in Adherence to Quality Indicators in Barrett's Esophagus: An Analysis Using the GIQuIC National Benchmarking Registry. Am J Gastroenterol 2021; 116:1201-1210. [PMID: 33767105 DOI: 10.14309/ajg.0000000000001230] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/10/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Racial disparities in outcomes in esophageal adenocarcinoma are well established. Using a nationwide registry, we aimed to compare clinical and endoscopic characteristics of blacks and whites with Barrett's esophagus (BE) and adherence to defined quality indicators. METHODS We analyzed data from the Gastrointestinal Quality Improvement Consortium Registry between January 2012 and December 2019. Patients who underwent esophagogastroduodenoscopy with an indication of BE screening or surveillance, or an endoscopic finding of BE, were included. Adherence to recommended endoscopic surveillance intervals of 3-5 years for nondysplastic BE and adherence to Seattle biopsy protocol were assessed. Multivariate logistic regression was conducted to assess variables associated with adherence. RESULTS A total of 100,848 esophagogastroduodenoscopies in 84,789 patients met inclusion criteria (blacks-3,957 and whites-96,891). Blacks were less likely to have histologically confirmed BE (34.3% vs 51.7%, P < 0.01), had shorter BE lengths (1.61 vs 2.35 cm, P < 0.01), and were less likely to have any dysplasia (4.3% vs 7.1%, P < 0.01). Although whites were predominantly male (62.2%), about half of blacks with BE were female (53.0%). Blacks with nondysplastic BE were less likely to be recommended appropriate surveillance intervals (OR 0.78; 95% CI 0.68-0.89). Adherence rates to the Seattle protocol were modestly higher among blacks overall (OR 1.12, 95% CI 1.04-1.20), although significantly lower among blacks with BE segments >6 cm. DISCUSSION The use of sex as a risk factor for BE screening may be inappropriate among blacks. Fewer blacks were recommended appropriate surveillance intervals, and blacks with longer segment BE were less likely to undergo Seattle biopsy protocol.
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Affiliation(s)
- Blake Jones
- University of Colorado School of Medicine, Division of Gastroenterology and Hepatology, Anschutz Medical Campus, Aurora, Colorado, USA
| | | | - Srinadh Komanduri
- Feinberg School of Medicine, Division of Gastroenterology and Hepatology, Northwestern University, Chicago, Illinois, USA
| | - V Raman Muthusamy
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California, USA
| | - Nicholas J Shaheen
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sachin Wani
- University of Colorado School of Medicine, Division of Gastroenterology and Hepatology, Anschutz Medical Campus, Aurora, Colorado, USA
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13
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Yan T, Wong PK, Qin YY. Deep learning for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: A review. World J Gastroenterol 2021; 27:2531-2544. [PMID: 34092974 PMCID: PMC8160615 DOI: 10.3748/wjg.v27.i20.2531] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 03/27/2021] [Accepted: 04/09/2021] [Indexed: 02/06/2023] Open
Abstract
Upper gastrointestinal (GI) cancers are the leading cause of cancer-related deaths worldwide. Early identification of precancerous lesions has been shown to minimize the incidence of GI cancers and substantiate the vital role of screening endoscopy. However, unlike GI cancers, precancerous lesions in the upper GI tract can be subtle and difficult to detect. Artificial intelligence techniques, especially deep learning algorithms with convolutional neural networks, might help endoscopists identify the precancerous lesions and reduce interobserver variability. In this review, a systematic literature search was undertaken of the Web of Science, PubMed, Cochrane Library and Embase, with an emphasis on the deep learning-based diagnosis of precancerous lesions in the upper GI tract. The status of deep learning algorithms in upper GI precancerous lesions has been systematically summarized. The challenges and recommendations targeting this field are comprehensively analyzed for future research.
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Affiliation(s)
- Tao Yan
- School of Mechanical Engineering, Hubei University of Arts and Science, Xiangyang 441053, Hubei Province, China
- Department of Electromechanical Engineering, University of Macau, Taipa 999078, Macau, China
| | - Pak Kin Wong
- Department of Electromechanical Engineering, University of Macau, Taipa 999078, Macau, China
| | - Ye-Ying Qin
- Department of Electromechanical Engineering, University of Macau, Taipa 999078, Macau, China
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14
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Wani S, Williams JL, Falk GW, Komanduri S, Muthusamy VR, Shaheen NJ. An Analysis of the GIQuIC Nationwide Quality Registry Reveals Unnecessary Surveillance Endoscopies in Patients With Normal and Irregular Z-Lines. Am J Gastroenterol 2020; 115:1869-1878. [PMID: 33156106 DOI: 10.14309/ajg.0000000000000960] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Population-based estimates of adherence to Barrett's esophagus (BE) guidelines are not available. Using a national registry, we assessed surveillance intervals for patients with normal and irregular Z-lines based on the presence or absence of intestinal metaplasia (IM) and among patients with suspected or confirmed BE. METHODS We analyzed data from the GI Quality Improvement Consortium Registry. Endoscopy data, including procedure indication, demographics, endoscopy and histology findings, and recommendations for further endoscopy, were assessed from January 2013 through December 2019. Patients with an indication of BE screening or surveillance or an endoscopic finding of BE were included. Biopsy and surveillance practices were assessed based on the length of columnar epithelium (0 cm, <1 cm, 1-3 cm, and >3 cm) and diagnosis based on histology findings. RESULTS A total of 1,907,801 endoscopies were assessed; 135,704 endoscopies (7.1%) performed in 114,894 patients met the inclusion criteria (men 61.4%, Whites 91%, and mean age of 61.7 years [SD 12.5]). Among patients with normal Z-lines, surveillance endoscopy was recommended for 81% of patients with IM and 20% of individuals without IM. Among patients with irregular Z-lines, surveillance endoscopy was recommended for 81% with IM and 24% without IM. Approximately 30% of patients with confirmed nondysplastic BE (lengths 1-3 and >3 cm) had recommended surveillance intervals of <3 years. DISCUSSION An analysis of data from a nationwide quality registry demonstrated that patients without BE are receiving recommendations for surveillance endoscopies and many patients with nondysplastic BE are reexamined too soon.
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Affiliation(s)
- Sachin Wani
- University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, Colorado, USA
| | | | - Gary W Falk
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Srinadh Komanduri
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | | | - Nicholas J Shaheen
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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15
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Huang LM, Yang WJ, Huang ZY, Tang CW, Li J. Artificial intelligence technique in detection of early esophageal cancer. World J Gastroenterol 2020; 26:5959-5969. [PMID: 33132647 PMCID: PMC7584056 DOI: 10.3748/wjg.v26.i39.5959] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/22/2020] [Accepted: 09/04/2020] [Indexed: 02/06/2023] Open
Abstract
Due to the rapid progression and poor prognosis of esophageal cancer (EC), the early detection and diagnosis of early EC are of great value for the prognosis improvement of patients. However, the endoscopic detection of early EC, especially Barrett's dysplasia or squamous epithelial dysplasia, is difficult. Therefore, the requirement for more efficient methods of detection and characterization of early EC has led to intensive research in the field of artificial intelligence (AI). Deep learning (DL) has brought about breakthroughs in processing images, videos, and other aspects, whereas convolutional neural networks (CNNs) have shone lights on detection of endoscopic images and videos. Many studies on CNNs in endoscopic analysis of early EC demonstrate excellent performance including sensitivity and specificity and progress gradually from in vitro image analysis for classification to real-time detection of early esophageal neoplasia. When AI technique comes to the pathological diagnosis, borderline lesions that are difficult to determine may become easier than before. In gene diagnosis, due to the lack of tissue specificity of gene diagnostic markers, they can only be used as supplementary measures at present. In predicting the risk of cancer, there is still a lack of prospective clinical research to confirm the accuracy of the risk stratification model.
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Affiliation(s)
- Lu-Ming Huang
- Department of Gastroenterology, West China Hospital Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Wen-Juan Yang
- Department of Gastroenterology, West China Hospital Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Zhi-Yin Huang
- Department of Gastroenterology, West China Hospital Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Cheng-Wei Tang
- Department of Gastroenterology, West China Hospital Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Jing Li
- Department of Gastroenterology, West China Hospital Sichuan University, Chengdu 610041, Sichuan Province, China
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16
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Gibbens Y, Iyer PG. What is the optimal surveillance strategy for non-dysplastic Barrett's esophagus? CURRENT TREATMENT OPTIONS IN GASTROENTEROLOGY 2020; 18:369-383. [PMID: 33737800 PMCID: PMC7963123 DOI: 10.1007/s11938-020-00297-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
PURPOSE OF REVIEW There is conflicting data on the effectiveness of the currently recommended endoscopic surveillance strategy in non-dysplastic BE patients. We reviewed the literature to evaluate the (cost) effectiveness of the current surveillance strategy. We also reviewed critical strategies and new technologies which could improve dysplasia detection. RECENT FINDINGS Adherence to the current EGD surveillance guidelines is suboptimal with high rates of missed dysplasia/EAC. The influence of surveillance on EAC mortality appears modest. Careful cleansing, inspection and sampling of the BE mucosa using high resolution while light and (electronic) chromoendoscopy is critical. Newer sampling techniques coupled with computer aided diagnosis and emerging imaging technologies have shown promise in improving dysplasia detection. Personalized surveillance with risk stratification based on risk factors for progression may be on the horizon. SUMMARY Current BE surveillance strategy will likely be further refined and optimized by emerging new technologies in tissue sampling, advanced imaging and risk stratification.
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Affiliation(s)
- Ying Gibbens
- Department of Medicine, Mayo Clinic, Rochester,
Minnesota
| | - Prasad G. Iyer
- Division of Gastroenterology and Hepatology, Mayo Clinic,
Rochester, Minnesota
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17
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Cotton CC, Shaheen NJ. Overutilization of Endoscopic Surveillance in Barrett's Esophagus: The Perils of Too Much of a Good Thing. Am J Gastroenterol 2020; 115:1019-1021. [PMID: 32618650 DOI: 10.14309/ajg.0000000000000650] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
A cost-utility analysis in the current issue of AJG examines the ramifications of the overuse of surveillance endoscopy in Barrett's esophagus (BE). This study suggests that excess surveillance is expensive, increasing costs by 50% or more, with only nominal increases in quality-adjusted life expectancy. This study joins a growing literature of cost-utility analyses that suggest that more is not likely better when it comes to surveillance endoscopy. Given the plentiful literature showing overutilization of surveillance endoscopy in BE, the authors argue for a focus on the quality of endoscopy rather than increased frequency of surveillance to improve returns on our healthcare investment.
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Affiliation(s)
- Cary C Cotton
- Division of Gastroenterology and Hepatology, Center for Esophageal Diseases and Swallowing, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nicholas J Shaheen
- Division of Gastroenterology and Hepatology, Center for Esophageal Diseases and Swallowing, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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18
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Hashimoto R, Requa J, Dao T, Ninh A, Tran E, Mai D, Lugo M, El-Hage Chehade N, Chang KJ, Karnes WE, Samarasena JB. Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett's esophagus (with video). Gastrointest Endosc 2020; 91:1264-1271.e1. [PMID: 31930967 DOI: 10.1016/j.gie.2019.12.049] [Citation(s) in RCA: 141] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 12/30/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS The visual detection of early esophageal neoplasia (high-grade dysplasia and T1 cancer) in Barrett's esophagus (BE) with white-light and virtual chromoendoscopy still remains challenging. The aim of this study was to assess whether a convolutional neural artificial intelligence network can aid in the recognition of early esophageal neoplasia in BE. METHODS Nine hundred sixteen images from 65 patients of histology-proven early esophageal neoplasia in BE containing high-grade dysplasia or T1 cancer were collected. The area of neoplasia was masked using image annotation software. Nine hundred nineteen control images were collected of BE without high-grade dysplasia. A convolutional neural network (CNN) algorithm was pretrained on ImageNet and then fine-tuned with the goal of providing the correct binary classification of "dysplastic" or "nondysplastic." We developed an object detection algorithm that drew localization boxes around regions classified as dysplasia. RESULTS The CNN analyzed 458 test images (225 dysplasia and 233 nondysplasia) and correctly detected early neoplasia with sensitivity of 96.4%, specificity of 94.2%, and accuracy of 95.4%. With regard to the object detection algorithm for all images in the validation set, the system was able to achieve a mean average precision of .7533 at an intersection over union of .3 CONCLUSIONS: In this pilot study, our artificial intelligence model was able to detect early esophageal neoplasia in BE images with high accuracy. In addition, the object detection algorithm was able to draw a localization box around the areas of dysplasia with high precision and at a speed that allows for real-time implementation.
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Affiliation(s)
- Rintaro Hashimoto
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | | | | | | | - Elise Tran
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Daniel Mai
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Michael Lugo
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Nabil El-Hage Chehade
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Kenneth J Chang
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Williams E Karnes
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
| | - Jason B Samarasena
- H. H. Chao Comprehensive Digestive Disease Center, Division of Gastroenterology & Hepatology, Department of Medicine, University of California, Irvine, Orange, California, USA
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Management of Early-Stage Esophageal Adenocarcinoma by Endoscopic Spray Cryotherapy in the Setting of Portal Hypertension With Varices. ACG Case Rep J 2020; 7:e00309. [PMID: 32309502 PMCID: PMC7145164 DOI: 10.14309/crj.0000000000000309] [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: 04/12/2019] [Accepted: 11/18/2019] [Indexed: 11/25/2022] Open
Abstract
The use of endoscopic spray cryotherapy to manage pathological conditions of the esophagus has become increasingly common. This mucosal ablation technique is believed to carry a lower risk of bleeding than other modalities. A 71-year-old woman and a 64-year-old man with portal hypertension and varices were diagnosed with invasive esophageal adenocarcinoma during routine variceal surveillance. Staging by endoscopic ultrasound and computed tomography was uT1N0M0 in both patients. They each underwent mucosal ablation using liquid nitrogen cryosprays with no adverse events. Both cancers completely resolved with 2 treatments, and neither patient has shown recurrence of neoplasia during follow-up observations for up to 2 years.
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20
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Holmberg D, Ness-Jensen E, Mattsson F, Lagergren J. Adherence to clinical guidelines for Barrett's esophagus. Scand J Gastroenterol 2019; 54:945-952. [PMID: 31314608 DOI: 10.1080/00365521.2019.1641740] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Background and aim: Clinical guidelines recommend endoscopy surveillance at given intervals or endoscopic therapy for Barrett's esophagus with low-grade dysplasia (LGD) and high-grade dysplasia (HGD). Whether these guidelines are followed in clinical practice is unknown and was assessed in this study. Methods: This nationwide Swedish cohort study included patients with Barrett's esophagus with histologically verified LGD or HGD from 50 centers in 2006-2013. These patients were followed up using nationwide registers. Adherence to clinical guidelines was explored. Eight potential risk factors for deviation from guidelines were assessed using multivariable logistic regression, providing adjusted odds ratios (OR) with 95% confidence intervals (95%CI). Results: Among 211 patients with Barrett's esophagus (mean age 67.0 years, standard deviation 9.7 years, 81% male), 71% had LGD and 29% had HGD. During median 3.9 years of follow-up, 84% underwent a follow-up endoscopy, 17% received endoscopic therapy and 8% underwent esophagectomy. The clinical management deviated from guidelines in 60% of all patients (69% in LGD and 39% in HGD), which was mainly due to under-surveillance (86%). Risk factors for deviation from guidelines were LGD compared to HGD (OR 3.4, 95%CI 1.7-6.8), longer Barrett's segment length (OR 2.0, 95%CI 1.0-3.9, comparing ≥3 cm with <3 cm), and treatment at gastroenterology compared to surgery departments (OR 2.3, 95%CI 1.2-4.4). Age, sex, calendar period and university hospital status were not associated with deviation from surveillance guidelines. Conclusions: Adherence to guidelines for dysplastic Barrett's esophagus is poor, particularly for LGD. Efforts to implement clinical guideline recommendations are needed.
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Affiliation(s)
- Dag Holmberg
- Department of Molecular Medicine and Surgery, Upper Gastrointestinal Surgery, Karolinska Institutet, Karolinska University Hospital , Stockholm , Sweden
| | - Eivind Ness-Jensen
- Department of Molecular Medicine and Surgery, Upper Gastrointestinal Surgery, Karolinska Institutet, Karolinska University Hospital , Stockholm , Sweden.,Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology , Levanger , Norway.,Department of Medicine, Levanger Hospital, Nord-Trøndelag Hospital Trust , Levanger , Norway
| | - Fredrik Mattsson
- Department of Molecular Medicine and Surgery, Upper Gastrointestinal Surgery, Karolinska Institutet, Karolinska University Hospital , Stockholm , Sweden
| | - Jesper Lagergren
- Department of Molecular Medicine and Surgery, Upper Gastrointestinal Surgery, Karolinska Institutet, Karolinska University Hospital , Stockholm , Sweden.,School of Cancer and Pharmaceutical Sciences, King's College London , London , UK
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Abstract
A GI Quality improvement consortium registry study published in this issue of The American Journal of Gastroenterology confirms the lack of adherence to surveillance intervals and guidelines in patients with Barrett's esophagus (BE). Given the widespread use of upper endoscopy for evaluation of patients with gastroesophageal reflux disease and surveillance of BE, the lack of well-defined standard criteria for performing a high quality upper endoscopy calls for the establishment of valid quality indicators in BE endoscopy. These quality metrics should be able to help define and rate endoscopist performance for screening, surveillance, and management of patients with BE. Neoplasia detection rate and Barrett's inspection time could serve as key benchmarks. The issue of nonadherence and overutilization of endoscopy can be addressed by continuing education, feedback, and incorporation of better healthcare models.
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22
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Over-Utilization of Repeat Upper Endoscopy in Patients with Non-dysplastic Barrett's Esophagus: A Quality Registry Study. Am J Gastroenterol 2019; 114:1256-1264. [PMID: 30865017 DOI: 10.14309/ajg.0000000000000184] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Guidelines recommend that patients with non-dysplastic Barrett's esophagus (NDBE) undergo surveillance endoscopy every 3-5 years. Using a national registry, we assessed compliance to recommended surveillance intervals in patients with NDBE and identified factors associated with compliance. METHODS We analyzed data from the GI Quality Improvement Consortium registry. Data abstracted include procedure indication, demographics, endoscopy/pathology results, and recommendations for future endoscopy. Patients with an indication of Barrett's esophagus (BE) screening or surveillance, or an endoscopic finding of BE, with non-dysplastic intestinal metaplasia on pathological examination, were included. Compliance was defined as a recommendation to undergo subsequent endoscopy between 3 and 5 years. Multivariate logistic regression was conducted to assess variables associated with compliance. RESULTS Of 786,712 endoscopies assessed, 58,709 (7.5%) endoscopies in 53,541 patients met inclusion criteria (mean age 61.3 years, 60.4% men, 90.2% white, mean BE length was 2.3 cm). Most cases were performed by Gastroenterologists (92.3%) with propofol (78.7%). A total of 29,978 procedures (55.8%) resulted in pathology-confirmed BE. Among procedures with NDBE (n = 25,945), 29.9% were noncompliant with the 3-year threshold; most (26.9%) recommended surveillance at 1- to 2-year intervals. Patient factors such as extremes of age, black race, geographic region, type of sedation, and increasing BE length were associated with noncompliance. DISCUSSION Approximately 30% of patients with NDBE are recommended to undergo surveillance endoscopy too soon. Patient factors associated with inappropriate utilization include extremes of age, black race, and increasing BE length. Compliance with appropriate endoscopic follow-up as a quality measure in BE is poor.
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Han S, Wani S. Quality Indicators in Barrett's Esophagus: Time to Change the Status Quo. Clin Endosc 2018; 51:344-351. [PMID: 30078308 PMCID: PMC6078931 DOI: 10.5946/ce.2018.099] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 06/13/2018] [Accepted: 06/13/2018] [Indexed: 12/20/2022] Open
Abstract
The push for high quality care in all fields of medicine highlights the importance of establishing and adhering to quality indicators.In response, several gastrointestinal societies have established quality indicators specific to Barrett's esophagus, which serve to createthresholds for performance while standardizing practice and guiding value-based care. Recent studies, however, have consistentlydemonstrated the lack of adherence to these quality indicators, particularly in surveillance (appropriate utilization of endoscopy andobtaining biopsies using the Seattle protocol) and endoscopic eradication therapy practices. These findings suggest that innovativeinterventions are needed to address these shortcomings in order to deliver high quality care to patients with Barrett's esophagus.
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Affiliation(s)
- Samuel Han
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Center, Aurora, CO, USA
| | - Sachin Wani
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Center, Aurora, CO, USA
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