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Jiang AR, Wen LM, Ding JW, Zou RZ, Nie XB, Lin H, Chen J, Zhang WS, Dan LY, Zhu YX, Ren CM, Wu YY, Sheng LL, Chen DR, Liao GB, Zhao HY, Li JJ, Zuo Y, Chen J, Bai JY, Xu LB, Yu S. Magnifying image-enhanced endoscopy-only mode boosted early cancer diagnostic efficiency: a multicenter randomized controlled trial. Gastrointest Endosc 2023; 98:934-943.e4. [PMID: 37400038 DOI: 10.1016/j.gie.2023.06.068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/30/2023] [Accepted: 06/27/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND AND AIMS Magnifying image-enhanced endoscopy (MIEE) is an advanced endoscopy with image enhancement and magnification used in preoperative examination. However, its impact on the detection rate is unknown. METHODS We conducted an open-label, randomized, parallel (1:1:1), controlled trial in 6 hospitals in China. Patients were recruited between February 14, 2022 and July 30, 2022. Eligible patients were aged ≥18 years and undergoing gastroscopy in outpatient departments. Participants were randomly assigned to the MIEE-only mode (o-MIEE) group, white-light endoscopy-only mode (o-WLE) group, and MIEE when necessary mode (n-MIEE) group (initial WLE followed by switching to another endoscope with MIEE if necessary). Biopsy sampling of suspicious lesions of the lesser curvature of the gastric antrum was performed. Primary and secondary aims were to compare detection rates and positive predictive value (PPV) of early cancer and precancerous lesions in these 3 modes, respectively. RESULTS A total of 5100 recruited patients were randomly assigned to the o-MIEE (n = 1700), o-WLE (n = 1700), and n-MIEE (n = 1700) groups. In the o-MIEE, o-WLE, and n-MIEE groups, 29 (1.51%; 95% confidence interval [CI], 1.05-2.16), 4 (.21%; 95% CI, .08-.54), and 8 (.43%; 95% CI, .22-.85) early cancers were found, respectively (P < .001). The PPV for early cancer was higher in the o-MIEE group compared with the o-WLE and n-MIEE groups (63.04%, 33.33%, and 38.1%, respectively; P = .062). The same trend was seen for precancerous lesions (36.67%, 10.00%, and 21.74%, respectively). CONCLUSIONS The o-MIEE mode resulted in a significant improvement in diagnosing early upper GI cancer and precancerous lesions; thus, it could be used for opportunistic screening. (Clinical trial registration number: ChiCTR2200064174.).
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Affiliation(s)
- Ai-Rui Jiang
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China; Department of Gastroenterology, The People's Hospital of Wansheng District, Chongqing, China
| | - Li-Ming Wen
- Department of Gastroenterology, Sichuan MianYang 404 Hospital, Sichuan, China
| | - Jian-Wei Ding
- Department of Gastroenterology, The People's Hospital of Tongliang District, Chongqing, China
| | - Rui-Zheng Zou
- Department of Gastroenterology, The People's Hospital of Chongqing LiangJiang New Area, Chongqing, China
| | - Xu-Biao Nie
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Hui Lin
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China; Department of Epidemiology, Army Medical University, Chongqing, China
| | - Jing Chen
- Department of Gastroenterology, Chongqing University Three Gorges Hospital, Chongqing, China
| | - Wei-Sen Zhang
- Department of Gastroenterology, The Affiliated Hospital of Guizhou Medical University, Guizhou, China
| | - Liang-Ying Dan
- Department of Gastroenterology, The People's Hospital of Tongliang District, Chongqing, China
| | - Yu-Xia Zhu
- Department of Gastroenterology, The People's Hospital of Chongqing LiangJiang New Area, Chongqing, China
| | - Chun-Mei Ren
- Department of Gastroenterology, Sichuan MianYang 404 Hospital, Sichuan, China
| | - Ying-Yang Wu
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Lin-Lin Sheng
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Ding-Rong Chen
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Guo-Bin Liao
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China; Department of Gastroenterology, The 901 Hospital of Chinese People's Liberation Army Joint Service Support Unit, Hefei, China
| | - Hai-Yan Zhao
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Jian-Jun Li
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Ying Zuo
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Jie Chen
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Jian-Ying Bai
- Department of Gastroenterology, the Second Affiliated Hospital, Army Medical University, Chongqing, China
| | - Liang-Bi Xu
- Department of Gastroenterology, The Affiliated Hospital of Guizhou Medical University, Guizhou, China
| | - Shuang Yu
- Department of Gastroenterology, Chongqing University Three Gorges Hospital, Chongqing, China
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Jin B, Jin X, Huang L, Zhang C, Lyu B. Magnifying endoscopy is superior at detecting easy-missed neoplastic lesions on the upper gastrointestinal tract. Surg Endosc 2023:10.1007/s00464-023-09991-y. [PMID: 36920575 DOI: 10.1007/s00464-023-09991-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 02/25/2023] [Indexed: 03/16/2023]
Abstract
Magnifying endoscopy is advantageous in detecting precancerous lesions. Our study aimed to clarify its ability to detect easily missed neoplastic lesions on the upper gastrointestinal tract. A retrospective analysis of clinical, endoscopic, and pathological data of cases undergoing gastroscopy was performed using magnifying and routine endoscopy. The detection rates of overall lesions, the ability to identify flat-type neoplastic lesions, and the easily missed neoplastic lesions were compared between the two groups. Endoscopic data from 32,367 patients was analyzed in this study. The use of magnifying endoscopy was an independent factor in identifying flat lesions (OR 2.236, 95% CI 1.969-2.540, p < 0.001), particularly type IIb lesions (OR 3.117, 95% CI 2.333-4.165, p < 0.001). For neoplastic lesions, magnifying endoscopy was also identified as having better sensitivity than routine endoscopy (sensitivity, 90.4% vs. 78.9%, p < 0.001). Similarly, magnifying endoscopy was an independent factor for identifying flat lesions (OR 2.927, 95% CI 2.365-3.621, p < 0.001), especially type IIc lesions (OR 4.415, 95% CI 3.076-6.339, p < 0.001). Magnifying endoscopy was also identified as having superior sensitivity (44.7% vs. 13.3%, p = 0.034) for early cancerous lesions. Compared to routine endoscopy, magnification endoscopy is advantageous in detecting and identifying neoplastic lesions in the upper gastrointestinal tract, especially flat neoplastic lesions and early cancers.
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Affiliation(s)
- Bo Jin
- Department of Endoscopy Center, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Xiaoliang Jin
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Liang Huang
- Department of Endoscopy Center, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Chunli Zhang
- Department of Pathology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Bin Lyu
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China.
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Pan J, Lei LM. Value of serum pepsinogen, gastrin, and cadherin-17 detection combined with narrowband imaging magnifying endoscopy in distinguishing early gastric cancer and precancerous lesions. Shijie Huaren Xiaohua Zazhi 2022; 30:964-970. [DOI: 10.11569/wcjd.v30.i21.964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The early screening of cancer has always been the focus of cancer research. As a common cancer in the world, gastric cancer has had a high incidence rate and mortality for many years, and canceration is difficult to detect. Current detection methods are not ideal for early detection of gastric cancer and precancerous lesions.
AIM To assess the value of detection of serum pepsinogen (PG), gastrin (G-17), and hepato-intestinal cadherin-17 (CDH-17) combined with narrowband imaging magnifying endoscopy in the identification of early gastric cancer and precancerous lesions.
METHODS The clinical data of patients with early gastric cancer (106 cases) and precancerous lesions (134 cases) at our hospital from January 2018 to January 2021 were retrospectively analyzed. All patients underwent narrow-band imaging magnifying endoscopy and detection of serum PG (including PGⅠ and PGⅡ), G-17, and CDH-17 levels. The sensitivity, specificity, and accuracy of PG, G-17, CDH-17, and narrow-band imaging magnifying endoscopy, alone and in combination, in the diagnosis of early gastric cancer and precancerous lesions were calculated.
RESULTS In the early gastric cancer group, the incidence of lesions with border limits, mucosal microvascular irregularities, irregular surface ducts, and increased glandular spacing as detected by narrow-band imaging magnifying endoscopy was higher than that in the precancerous lesion group (P < 0.05). The diagnostic coincidence rates of magnifying endoscopy for early gastric cancer and precancerous lesions were 83.02% and 85.07%, respectively, and the difference was not statistically significant (P > 0.05). Serum PGⅠ level in the early gastric cancer group was lower than that of the precancerous lesion group, but there was no significant difference in serum PGⅡ between the two groups (P > 0.05); serum G-17 and CDH-17 levels were higher than those of the precancerous lesion group (P < 0.05). There was no statistically significant difference in the diagnostic coincidence rates of serum PGI, G-17, and CDH-17 alone (P > 0.05). The sensitivity, specificity and accuracy of serum PGⅠ, G-17, and CDH-17 combined with narrow-band imaging magnifying endoscopy in the diagnosis of early gastric cancer and precancerous lesions were higher than those of any serum index alone (PGⅠ/G-17/CDH-17) or narrowband imaging magnifying endoscopy alone (P < 0.05).
CONCLUSION The detection of serum PG, G-17, and CDH-17 combined with narrow-band imaging magnifying endoscopy has high sensitivity, specificity, and accuracy in the differential diagnosis of early gastric cancer and precancerous lesions.
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Affiliation(s)
- Jie Pan
- Zhejiang Chinese Medicine University, Hangzhou 310053, Zhejiang Province, China,General Medicine Department of Lishui People's Hospital, Lishui 323000, Zhejiang Province, China
| | - Li-Mei Lei
- General Medicine Department of Lishui People's Hospital, Lishui 323000, Zhejiang Province, China
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Gao YL, Zhang YH, Cao M. Preoperative evaluation of endoscopic submucosal dissection for early gastric cancer. Medicine (Baltimore) 2022; 101:e30582. [PMID: 36123856 PMCID: PMC9478321 DOI: 10.1097/md.0000000000030582] [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] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE To retrospectively analyze the preoperative endoscopic evaluation of the size, nature, and depth of lesions in endoscopic submucosal dissection (ESD) for early gastric cancer and precancerous lesions, determine whether the lesions can be completely resected, and reduce the risk of additional surgery after ESD. METHODS A total of 114 patients with high-grade intraepithelial neoplasia(HGIN) and early gastric cancer treated with ESD in Hebei General Hospital from January 2016 to April 2021 were enrolled in this study. The lesions were evaluated preoperatively according to the endoscopic findings of white light, magnifying endoscopy, endoscopic features of narrow band imaging, and preoperative pathology. Lesion size, positive resection margin, lesion depth, and vascular invasion of postoperative pathology were used as criteria. RESULTS There were 121lesions in 114 patients. The coincidence rates of preoperative and postoperative pathology were 87.21% (75/86) for HGIN and 92.1% (35/38) for adenocarcinoma. There was no significant difference in the coincidence rate between preoperative pathological evaluation and postoperative pathology among the 3 lesions (χ2 = 10.614, P = .005). The type and malignancy of the lesion were not related to its location or size. Magnifying endoscopy combined with narrow-band imaging showed that HGIN and early gastric cancer had clear borders, irregular microvessels, and irregular surface microarchitecture on endoscopic features. Lesions > 3 cm, surface ulcers and spontaneous bleeding may be risk factors for deeper lesions. CONCLUSION ESD is not only a method for the treatment of early gastric cancer and precancerous lesions, but is also an important method for definite pathological diagnosis. Accurate preoperative assessment of lesion type, lesion extent and depth of invasion is helpful to improve the complete resection rate of ESD and reduce the risk of additional surgery.
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Affiliation(s)
- Yu-Lan Gao
- Department of Gastroenterology, Hebei General Hospital, Shijiazhuang, Hebei, China
- *Correspondence: Yu-Lan Gao, Departmet of Gastroenterology, Hebei General Hospital, Number 348 Heping west road, Shijiazhuang, Hebei 050011, China (e-mail: )
| | - Yue-han Zhang
- Department of Gastroenterology, Hebei General Hospital, Shijiazhuang, Hebei, China
| | - Meng Cao
- Department of Gastroenterology, Hebei General Hospital, Shijiazhuang, Hebei, China
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Norwood DA, Montalvan EE, Dominguez RL, Morgan DR. Gastric Cancer: Emerging Trends in Prevention, Diagnosis, and Treatment. Gastroenterol Clin North Am 2022; 51:501-518. [PMID: 36153107 DOI: 10.1016/j.gtc.2022.05.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Gastric adenocarcinoma (GC) is the fourth leading cause of global cancer mortality, and the leading infection-associated cancer. Helicobacter pylori is the dominant risk factor for GC and classified as an IARC class I carcinogen. Surveillance of gastric premalignant conditions is now indicated in high-risk patients. Upper endoscopy is the gold standard for GC diagnosis, and image-enhanced endoscopy increases the detection of gastric premalignant conditions and early gastric cancer (EGC). Clinical staging is crucial for treatment approach, defining early gastric cancer, operable locoregional disease, and advanced GC. Endoscopic submucosal dissection is the treatment of choice for most EGC. Targeted therapies are rapidly evolving, based on biomarkers including MSI/dMMR, HER2, and PD-L1. These advancements in surveillance, diagnostic and therapeutic strategies are expected to improve GC survival rates in the near term.
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Affiliation(s)
- Dalton A Norwood
- UAB Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35294, USA; Western Honduras Gastric Cancer Prevention Initiative, Copan Region Ministry of Health, Sala de Endoscopia, Calle 1 S, Hospital Regional de Occidente, Santa Rosa de Copán 41101, Honduras
| | - Eleazar E Montalvan
- Western Honduras Gastric Cancer Prevention Initiative, Copan Region Ministry of Health, Sala de Endoscopia, Calle 1 S, Hospital Regional de Occidente, Santa Rosa de Copán 41101, Honduras; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Ricardo L Dominguez
- Western Honduras Gastric Cancer Prevention Initiative, Copan Region Ministry of Health, Sala de Endoscopia, Calle 1 S, Hospital Regional de Occidente, Santa Rosa de Copán 41101, Honduras
| | - Douglas R Morgan
- UAB Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35294, USA.
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Takinami M, Kawata N, Notsu A, Takizawa K, Kakushima N, Yoshida M, Yabuuchi Y, Kishida Y, Ito S, Imai K, Hotta K, Ishiwatari H, Matsubayashi H, Ono H. Diagnostic ability of magnification endoscope with narrow-band imaging in screening esophagogastroduodenoscopy. Dig Endosc 2022; 34:1002-1009. [PMID: 34601767 DOI: 10.1111/den.14152] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 09/18/2021] [Accepted: 09/29/2021] [Indexed: 12/24/2022]
Abstract
OBJECTIVES Magnifying endoscopy with narrow-band imaging (M-NBI) is useful for the optical diagnosis of gastrointestinal neoplasms. However, the utility of M-NBI in screening esophagogastroduodenoscopy (EGD) is unclear. We aimed to evaluate the diagnostic ability of the magnification endoscope (ME) in screening EGD for a population with a low prevalence of upper gastrointestinal cancers. METHODS Overall, 4887 asymptomatic examinees without a history of laryngopharyngeal and/or upper gastrointestinal neoplasms who underwent opportunistic screening EGD between April 2011 and December 2017 were enrolled in this retrospective study. The examinees were categorized into two groups depending on whether screening EGD was performed using ME (ME group) or not (non-ME group). Using a propensity score-matched analysis, the diagnostic ability of EGD was compared between the two groups. RESULTS In total, 1482 examinees (30%) were allocated to the ME group and 3405 (70%) to the non-ME group. Thirty-five epithelial neoplasms were detected in 30 examinees (0.6%). The groups were matched for baseline characteristics (1481 pairs). Both groups showed no significant difference in the epithelial neoplasm detection rate (0.8% vs. 0.3%; P = 0.14). The biopsy rate was significantly lower in the ME group than in the non-ME group (12% vs. 15%; P = 0.003). The positive predictive value (PPV) for biopsy was significantly higher in the ME group than in the non-ME group (6.6% vs. 2.8%; P = 0.048). CONCLUSIONS Using an ME for screening EGD in an apparently healthy, asymptomatic population could reduce unnecessary biopsies by improving PPV for biopsy without decreasing the epithelial neoplasm detection rate.
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Affiliation(s)
- Masaki Takinami
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Noboru Kawata
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Akifumi Notsu
- Clinical Trial Coordination Office, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kohei Takizawa
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Naomi Kakushima
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Masao Yoshida
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yohei Yabuuchi
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | | | - Sayo Ito
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kenichiro Imai
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kinichi Hotta
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | | | | | - Hiroyuki Ono
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
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Kakushima N, Fujishiro M, Chan SM, Cortas GA, Dinis‐Ribeiro M, Gonzalez R, Kodashima S, Lee S, Linghu E, Mabe K, Pan W, Parra‐Blanco A, Pioche M, Rollan A, Sumiyama K, Tanimoto M, World Endoscopy Organization Stomach and Duodenal Diseases Committee. Proposal of minimum elements for screening and diagnosis of gastric cancer by an international Delphi consensus. DEN OPEN 2022; 2:e97. [PMID: 35873520 PMCID: PMC9302051 DOI: 10.1002/deo2.97] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/09/2022] [Accepted: 01/22/2022] [Indexed: 11/08/2022]
Abstract
The World Endoscopy Organization Stomach and Duodenal Diseases Committee extracted minimum elements for screening and diagnosis of gastric cancer (GC) in aim to support countries that do not have national guidelines on screening and diagnosis of GC. Current national or international guidelines were collected worldwide and recommendations were classified according to the quality of evidence and were finalized through a modified Delphi method. The minimum elements consist of seven categories: [1] Extraction of high-risk patients of GC before esophagogastroduodenoscopy (EGD), [2] Patients who need surveillance of GC, [3] Method to ensure quality of EGD for detection of GC, [4] Individual GC risk assessment by EGD, [5] Extraction of high-risk patients of GC after EGD [6] Qualitative or differential diagnosis of GC by EGD, and [7] Endoscopic assessment to choose the therapeutic strategy for GC. These minimum elements will be a guide to promote the elimination of GC among countries with a high incidence of GC who lack national guidelines or screening programs.
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Affiliation(s)
- Naomi Kakushima
- Department of Gastroenterology and HepatologyNagoya University Graduate School of MedicineAichiJapan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology and HepatologyNagoya University Graduate School of MedicineAichiJapan
| | - Shannon Melissa Chan
- Department of SurgeryPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
| | - George Adel Cortas
- Saint George Hospital University Medical CenterFaculty of MedicineUniversity of BalamandBeirutLebanon
| | - Mario Dinis‐Ribeiro
- Department of GastroenterologyPortuguese Oncology Institute of PortoPortoPortugal
| | | | - Shinya Kodashima
- Department of MedicineDivision of GastroenterologySchool of Medicine, Teikyo UniversityTokyoJapan
| | - Sun‐Young Lee
- Department of Internal MedicineSchool of MedicineKonkuk UniversitySeoulKorea
| | - Enqiang Linghu
- Department of Gastroenterology and HepatologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Katsuhiro Mabe
- Junpukai Health Maintenance Center KurashikiOkayamaJapan
| | - Wensheng Pan
- Department of GastroenterologyZhejiang Provincial People's HospitalPeople's Hospital of Hangzhou Medical CollegeHangzhouChina
| | - Adolfo Parra‐Blanco
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
| | - Mathieu Pioche
- Department of Gastroenterology and EndoscopyEdouard Herriot HospitalLyonFrance
| | - Antonio Rollan
- Unidad de GastroenterologíaFacultad de Medicina Clinica AlemanaUniversidad del DesarrolloSantiagoChile
| | - Kazuki Sumiyama
- Department of EndoscopySchool of Medicine, The Jikei UniversityTokyoJapan
| | - Miguel Tanimoto
- Ancillary and Diagnosis ServicesNational Institute of Medical Sciences and Nutrition Salvador ZubiranMexico CityMexico
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Zhou J, Wu H, Fan C, Chen S, Liu A. Comparison of the diagnostic efficacy of blue laser imaging with narrow band imaging for gastric cancer and precancerous lesions: a meta-analysis. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2021; 112:649-658. [PMID: 32686455 DOI: 10.17235/reed.2020.6591/2019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND AIMS novel endoscopic techniques including narrowband imaging (NBI) and blue laser imaging (BLI) have led to the improved detection of early stage gastric cancer and precancerous lesions. However, these techniques are not generally thought to be equivalent at present and BLI is generally considered as superior to NBI. Therefore, this comprehensive meta-analysis aimed to definitively compare the diagnostic efficacy of NBI and BLI for the diagnosis of gastric cancer and precancerous lesions. METHODS relevant articles were identified via searches of the PubMed, Web of Science, Embase and Cochrane Library databases from their inception until October 2019. In total, 28 relevant studies were identified and incorporated into the meta-analysis. RevMan5.3 was used to assess the relative diagnostic efficacy of these two imaging modalities in these studies. The threshold was assessed using Meta-DiSc 1.4 and STATA 14.0 for bivariate regression modeling of pooled studies. RESULTS the pooled sensitivity of BLI for gastric cancer was 0.89 (0.80, 0.95) and the specificity was 0.92 (0.76, 0.98). The pooled sensitivity of NBI for gastric cancer was 0.83 (0.75, 0.89) and the specificity was 0.95 (0.91, 0.97). The pooled sensitivity of BLI for precancerous lesions was 0.81 (0.71, 0.87) and the specificity was 0.90 (0.80, 0.96). The pooled sensitivity of NBI for precancerous lesions was 0.80 (0.75, 0.85) and the specificity was 0.88 (0.77, 0.94). CONCLUSIONS this study showed that both BLI and NBI have a very high diagnostic efficacy for the detection of gastric cancer and precancerous lesions, the sensitivity and specificity of these two approaches were similar.
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Affiliation(s)
- Jingyuan Zhou
- Endoscopy, Affiliated Tumor Hospital of Guangxi Medical University,
| | - Huijie Wu
- Endoscopy, Affiliated Tumor Hospital of Guangxi Medical University,
| | - Chenglong Fan
- Endoscopy, Affiliated Tumor Hospitalof Guangxi Medical University, Nanning,
| | - Songda Chen
- Endoscopy, Affiliated Tumor Hospital of Guangxi Medical University, Nanning.,
| | - Aiqun Liu
- Endoscopy, Affiliated Tumor Hospital of Guangxi Medical Unive,
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9
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Influence of Sedation on the Detection Rate of Early Cancer and Precancerous Lesions During Diagnostic Upper Gastrointestinal Endoscopies: A Multicenter Retrospective Study. Am J Gastroenterol 2021; 116:1230-1237. [PMID: 34074827 DOI: 10.14309/ajg.0000000000001201] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 01/22/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION The influence of sedation on the endoscopic detection rate of upper gastrointestinal (UGI) early cancer (EC) and precancerous lesions, including high-grade intraepithelial neoplasia (HGIN) and low-grade intraepithelial neoplasia, has not been assessed. The aim of this research is to assess whether the use of sedation can help improve the detection rate of UGI EC and precancerous lesions. The second objective is to evaluate its potential influencing factors. METHODS The study includes 432,202 patients from a multicenter database from January 2012 to July 2019. Information on endoscopic findings and histology biopsies was obtained from endoscopy quality-control system. Associations of sedation with the detection rate of EC and precancerous lesions were assessed. RESULTS The sedation group has a higher detection rate of UGI EC and HGIN compared with the no-sedation group, whereas the detection rate of low-grade intraepithelial neoplasia was similar between the 2 groups. There were more cases examined by using staining, image enhancement, or magnifying techniques in the sedation group (P < 0.001). And, the mean observation time was also longer in the sedation group (P < 0.001). The type 0-IIb esophageal HGIN and EC cases were significantly increased in the sedation group. No significant difference was detected on lesion subtypes for gastric HGIN and EC according to the Paris classification. More gastric HGIN and EC were detected at gastric body in the sedation group (P = 0.001). DISCUSSION Sedation may improve the endoscopic detection rate of EC and HGIN in the UGI tract probably through enhancing the use of accessary endoscopic techniques, prolonging observation time, and taking more biopsies in different locations (see Visual Abstract, Supplementary Digital Content 2, http://links.lww.com/AJG/B926).
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Miyaoka M, Yao K, Tanabe H, Kanemitsu T, Otsu K, Imamura K, Ono Y, Ishikawa S, Yasaka T, Ueki T, Ota A, Haraoka S, Iwashita A. Diagnosis of early gastric cancer using image enhanced endoscopy: a systematic approach. Transl Gastroenterol Hepatol 2020; 5:50. [PMID: 33073045 DOI: 10.21037/tgh.2019.12.16] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 11/13/2019] [Indexed: 12/12/2022] Open
Abstract
This paper provides an overview of the principles of a vessel plus surface (VS) classification system to explain the diagnostic system of early gastric cancer using image-enhanced magnifying endoscopy. Furthermore, this paper introduces the magnifying endoscopy simple diagnostic algorithm for gastric cancer (MEADA-G) developed according to the VS classification system, with a description of the procedures performed for diagnosis. In addition to the diagnostic system, white opaque substance (WOS), light blue crest (LBC), white globe appearance (WGA), and vessels within epithelial circle (VEC) patterns, which are representative findings that can be observed in the gastric mucosa by image-enhanced magnifying endoscopy, are also described. Image-enhanced magnifying endoscopy is particularly useful in the diagnosis of differentiated-type early gastric cancer. It is important to use the appropriate clinical strategies based on a comprehensive understanding of the usefulness and limitations of the diagnostic system described in this paper.
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Affiliation(s)
- Masaki Miyaoka
- Department of Endoscopy, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Kenshi Yao
- Department of Endoscopy, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Hiroshi Tanabe
- Department of Pathology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Takao Kanemitsu
- Department of Endoscopy, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Kensei Otsu
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Kentaro Imamura
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Yoichiro Ono
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Satoshi Ishikawa
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Tatsuhisa Yasaka
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Toshiharu Ueki
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Atsuko Ota
- Department of Pathology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Seiji Haraoka
- Department of Pathology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
| | - Akinori Iwashita
- Department of Pathology, Fukuoka University Chikushi Hospital, Chikushino City, Fukouka, Japan
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11
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Matsumoto K, Ueyama H, Yao T, Abe D, Oki S, Suzuki N, Ikeda A, Yatagai N, Akazawa Y, Komori H, Takeda T, Matsumoto K, Hojo M, Nagahara A. Diagnostic limitations of magnifying endoscopy with narrow-band imaging in early gastric cancer. Endosc Int Open 2020; 8:E1233-E1242. [PMID: 33015324 PMCID: PMC7505700 DOI: 10.1055/a-1220-6389] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 05/08/2020] [Indexed: 12/15/2022] Open
Abstract
Background and study aims Magnifying endoscopy with narrow band imaging (M-NBI) has made a huge contribution to endoscopic diagnosis of early gastric cancer (EGC). However, we sometimes encountered false-negative cases with M-NBI diagnosis (i. e., M-NBI diagnostic limitation lesion: M-NBI-DLL). However, clinicopathological features of M-NBI-DLLs have not been well elucidated. We aimed to clarify the clinicopathological features and histological reasons of M-NBI-DLLs. Patients and methods In this single-center retrospective study, M-NBI-DLLs were extracted from 456 EGCs resected endoscopically at our hospital. We defined histological types of M-NBI-DLLs and analyzed clinicopathologically to clarify histological reasons of M-NBI-DLLs. Results Of 456 EGCs, 48 lesions (10.5 %) of M-NBI-DLLs were enrolled. M-NBI-DLLs was classified into four histological types as follows: gastric adenocarcinoma of fundic-gland type (GA-FG, n = 25), gastric adenocarcinoma of fundic-gland mucosal type (GA-FGM, n = 1), differentiated adenocarcinoma (n = 14), and undifferentiated adenocarcinoma (n = 8). Thirty-nine lesions of M-NBI-DLLs were H. pylori -negative gastric cancers (39/47, 82.9 %). Histological reasons for M-NBI-DLLs were as follows: 1) completely covered with non-neoplastic mucosa (25/25 GA-FG, 8/8 undifferentiated adenocarcinoma); 2) well-differentiated adenocarcinoma with low-grade atypia (1/1 GA-FGM, 14/14 differentiated adenocarcinoma); 3) similarity of surface structure (10/14 differentiated adenocarcinoma); and 4) partially covered and/or mixed with a non-neoplastic mucosa (1/1 GA-FGM, 6/14 differentiated adenocarcinoma). Conclusions Diagnostic limitations of M-NBI depend on four distinct histological characteristics. For accurate diagnosis of M-NBI-DLLs, it may be necessary to fully understand endoscopic features of these lesions using white light imaging and M-NBI based on these histological characteristics and to take a precise biopsy.
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Affiliation(s)
- Kohei Matsumoto
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Hiroya Ueyama
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Takashi Yao
- Department of Human Pathology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Daiki Abe
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Shotaro Oki
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Nobuyuki Suzuki
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Atsushi Ikeda
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Noboru Yatagai
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Yoichi Akazawa
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Hiroyuki Komori
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Tsutomu Takeda
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Kenshi Matsumoto
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Mariko Hojo
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Akihito Nagahara
- Department of Gastroenterology, Juntendo University, School of Medicine, Tokyo, Japan
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12
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Yao K, Uedo N, Kamada T, Hirasawa T, Nagahama T, Yoshinaga S, Oka M, Inoue K, Mabe K, Yao T, Yoshida M, Miyashiro I, Fujimoto K, Tajiri H. Guidelines for endoscopic diagnosis of early gastric cancer. Dig Endosc 2020; 32:663-698. [PMID: 32275342 DOI: 10.1111/den.13684] [Citation(s) in RCA: 124] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 04/01/2020] [Indexed: 02/06/2023]
Abstract
The Japan Gastroenterological Endoscopy Society developed the Guideline for Endoscopic Diagnosis of Early Gastric Cancer based on scientific methods. Endoscopy for the diagnosis of early gastric cancer has been acknowledged as a useful and highly precise examination, and its use has become increasingly more common in recent years. However, the level of evidence in this field is low, and it is often necessary to determine recommendations based on expert consensus only. This clinical practice guideline consists of the following sections to provide the current guideline: [I] Risk stratification of gastric cancer before endoscopic examination, [II] Detection of early gastric cancer, [III] Qualitative diagnosis of early gastric cancer, [IV] Diagnosis to choose the therapeutic strategy for gastric cancer, [V] Risk stratification after endoscopic examination, and [VI] Surveillance of early gastric cancer.
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Affiliation(s)
- Kenshi Yao
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | - Noriya Uedo
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | - Tomoari Kamada
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | | | | | | | - Masashi Oka
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | - Kazuhiko Inoue
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | - Katsuhiro Mabe
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | - Takashi Yao
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | | | - Isao Miyashiro
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
| | | | - Hisao Tajiri
- Japan Gastroenterological Endoscopy Society, Tokyo, Japan
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13
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Horikawa Y, Fushimi S, Sato S. Hemorrhage control during gastric endoscopic submucosal dissection: Techniques using uncovered knives. JGH Open 2020; 4:4-10. [PMID: 32055690 PMCID: PMC7008155 DOI: 10.1002/jgh3.12202] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 04/03/2019] [Accepted: 05/04/2019] [Indexed: 12/19/2022]
Abstract
Since the last decade, endoscopic submucosal dissection (ESD) has been used as the standard treatment for superficial gastrointestinal neoplasms. Trainees learning ESD frequently encounter difficulties such as vascularity, peristalsis, and fibrosis during the procedure. Because individual vascularity differs, it generally cannot be consistently avoided. Given that massive hemorrhages can prolong the procedure time and diminish treatment efficacy and that insufficient vessel handling may also increase postoperative bleeding, hemorrhage control during ESD becomes important to ensure procedure safety. This article discusses methods for controlling hemorrhage during gastric ESD. Endoscopists should have a basic understanding of the vascular architecture and the high‐density areas in blood vessels, which are susceptible to intraoperative hemorrhage. Efficient preventative coagulation should be performed in addition to mastering the techniques for hemorrhage control using hemostatic forceps. Techniques useful for preventing intraoperative hemorrhage at every step (e.g. submucosal injection, mucosal incision, and dissection) should be learned. Gaining procedural competence and learning hemorrhage control techniques not only during ESD but also in daily work would help provide safe and effective treatment.
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Affiliation(s)
- Yohei Horikawa
- Department of GastroenterologyHiraka General Hospital Yokote Japan
| | - Saki Fushimi
- Department of GastroenterologyHiraka General Hospital Yokote Japan
| | - Sayaka Sato
- Department of GastroenterologyHiraka General Hospital Yokote Japan
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14
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Horii T, Ikehara H, Kusano C. Usefulness of cricoid pressure in patients with poor gastric wall extension as a result of eructation in upper gastrointestinal endoscopy. Dig Endosc 2019; 31:e115. [PMID: 31578752 DOI: 10.1111/den.13499] [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: 07/09/2019] [Accepted: 07/28/2019] [Indexed: 02/08/2023]
Affiliation(s)
- Toshiki Horii
- Division of Gastroenterology and Hepatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Hisatomo Ikehara
- Division of Gastroenterology and Hepatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Chika Kusano
- Division of Gastroenterology and Hepatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
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15
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Kawabata H, Kawakatsu Y, Yamaguchi K, Ueda Y, Okazaki Y, Hitomi M, Miyata M, Motoi S, Enoki Y, Minamikawa S. A Rare Case of Local Recurrence Following Curative Endoscopic Submucosal Dissection of Intramucosal Differentiated-Type Gastric Cancer. Gastroenterology Res 2019; 12:103-106. [PMID: 31019622 PMCID: PMC6469905 DOI: 10.14740/gr1159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 03/07/2019] [Indexed: 11/25/2022] Open
Abstract
A 78-year-old man underwent endoscopic submucosal dissection (ESD) of early gastric cancer (EGC) (type 0-IIa) in the anterior wall of the antrum. En bloc resection was achieved. The histopathological examination revealed very well-differentiated tubular adenocarcinoma (tub1) of 30 × 22 mm in size, confined to the mucosa. No lymphovascular invasion or ulceration was observed, and there was no undifferentiated-type component and the margins were tumor-free. Therefore, this lesion fulfilled the eCuraA criteria. Two years after ESD, esophagogastroduodenoscopy revealed an irregular, slightly-depressed lesion within the post-ESD scar. Tubular adenocarcinoma was suspected based on histopathological examination of a biopsy specimen. The tumor was resected by ESD. A histopathological examination revealed well-differentiated tubular adenocarcinoma (tub1) of 6 × 4 mm in size, confined to the mucosa. No lymphovascular invasion was detected and the margins were tumor-free. These findings indicated a curative resection. Recurrence following a curative ESD of an intramucosal differentiated-type EGC which fulfilled the eCuraA criteria is rare. Careful endoscopic observation using magnifying narrow band imaging (NBI) is needed after ESD, even when curative resection is achieved.
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Affiliation(s)
- Hideaki Kawabata
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Yukino Kawakatsu
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | | | - Yuki Ueda
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Yuji Okazaki
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Misuzu Hitomi
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Masatoshi Miyata
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Shigehiro Motoi
- Department of Gastroenterology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
| | - Yasuyuki Enoki
- Department of Pathology, Kyoto Okamoto Memorial Hospital, Kyoto, Japan
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16
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Kayamba V, Zyambo K, Kelly P. Presence of blood in gastric juice: A sensitive marker for gastric cancer screening in a poor resource setting. PLoS One 2018; 13:e0205185. [PMID: 30321216 PMCID: PMC6188746 DOI: 10.1371/journal.pone.0205185] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 08/28/2018] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Gastric cancer survival rates in Africa are low as many cases are diagnosed late. Currently, there are no inexpensive, non-invasive and simple techniques that can be employed in poor resource settings for early case detection. In this study, we explored the possibility using blood in gastric juice as a screening tool to identify patients requiring referral for endoscopy. METHODS The study was conducted at the University Teaching Hospital endoscopy unit in Lusaka, Zambia. During esophagogastroduodenoscopy, gastric juice was aspirated and the pH determined using pH paper test strips. The presence of blood was tested using urinalysis reagent strips. RESULTS We enrolled 276 patients; 147(53%) were female and median age was 49 years (IQR 40-64 years). The presence of blood was associated with mucosal lesions, [OR 2.1; 95% CI 1.2-3.7, P = 0.004]. It was also associated with gastric cancer, [OR 6.7; 95% CI 2-35, P = 0.0005], even at 1:10 and 1:100 dilutions, [OR 5.4; 95% CI 2.3-13.8, P<0.0001] and [OR 9.1; 95% CI 3.5-23, P<0.0001] respectively. The sensitivity for gastric cancer detection using blood in gastric juice was 91% and the specificity was 41%. Analysis using the intensity of blood in gastric juice yielded an area under the receiver operating characteristic curve of 0.78; 95% CI 0.71-0.86 with a sensitivity of 79% and a specificity of 77%. CONCLUSIONS The presence of blood in gastric juice is associated with gastric mucosal lesions. It has a high sensitivity but low specificity for gastric cancer detection.
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Affiliation(s)
- Violet Kayamba
- Tropical Gastroenterology & Nutrition group, Department of Internal Medicine, University of Zambia School of Medicine, Lusaka, Zambia
| | - Kanekwa Zyambo
- Tropical Gastroenterology & Nutrition group, Department of Internal Medicine, University of Zambia School of Medicine, Lusaka, Zambia
| | - Paul Kelly
- Tropical Gastroenterology & Nutrition group, Department of Internal Medicine, University of Zambia School of Medicine, Lusaka, Zambia
- Blizard Institute, Barts & The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
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Hirasawa T, Aoyama K, Tanimoto T, Ishihara S, Shichijo S, Ozawa T, Ohnishi T, Fujishiro M, Matsuo K, Fujisaki J, Tada T. Application of artificial intelligence using a convolutional neural network for detecting gastric cancer in endoscopic images. Gastric Cancer 2018; 21:653-660. [PMID: 29335825 DOI: 10.1007/s10120-018-0793-2] [Citation(s) in RCA: 424] [Impact Index Per Article: 60.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 01/08/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Image recognition using artificial intelligence with deep learning through convolutional neural networks (CNNs) has dramatically improved and been increasingly applied to medical fields for diagnostic imaging. We developed a CNN that can automatically detect gastric cancer in endoscopic images. METHODS A CNN-based diagnostic system was constructed based on Single Shot MultiBox Detector architecture and trained using 13,584 endoscopic images of gastric cancer. To evaluate the diagnostic accuracy, an independent test set of 2296 stomach images collected from 69 consecutive patients with 77 gastric cancer lesions was applied to the constructed CNN. RESULTS The CNN required 47 s to analyze 2296 test images. The CNN correctly diagnosed 71 of 77 gastric cancer lesions with an overall sensitivity of 92.2%, and 161 non-cancerous lesions were detected as gastric cancer, resulting in a positive predictive value of 30.6%. Seventy of the 71 lesions (98.6%) with a diameter of 6 mm or more as well as all invasive cancers were correctly detected. All missed lesions were superficially depressed and differentiated-type intramucosal cancers that were difficult to distinguish from gastritis even for experienced endoscopists. Nearly half of the false-positive lesions were gastritis with changes in color tone or an irregular mucosal surface. CONCLUSION The constructed CNN system for detecting gastric cancer could process numerous stored endoscopic images in a very short time with a clinically relevant diagnostic ability. It may be well applicable to daily clinical practice to reduce the burden of endoscopists.
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Affiliation(s)
- Toshiaki Hirasawa
- Department of Gastroenterology, Cancer Institute Hospital Ariake, Japanese Foundation for Cancer Research, 3-10-6 Ariake, Koto-ku, Tokyo, 135-8550, Japan.
- Tada Tomohiro Institute of Gastroenterology and Proctology, Saitama, Japan.
| | | | - Tetsuya Tanimoto
- Medical Governance Research Institute, Tokyo, Japan
- Navitas Clinic, Tokyo, Japan
| | - Soichiro Ishihara
- Tada Tomohiro Institute of Gastroenterology and Proctology, Saitama, Japan
- Surgery Department, Sanno Hospital, International University of Health and Welfare, Tokyo, Japan
| | - Satoki Shichijo
- Department of Gastrointestinal Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Tsuyoshi Ozawa
- Tada Tomohiro Institute of Gastroenterology and Proctology, Saitama, Japan
- Surgery Department, Sanno Hospital, International University of Health and Welfare, Tokyo, Japan
| | | | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Keigo Matsuo
- Department of Coloproctology, Tokatsu-Tsujinaka Hospital, Chiba, Japan
| | - Junko Fujisaki
- Department of Gastroenterology, Cancer Institute Hospital Ariake, Japanese Foundation for Cancer Research, 3-10-6 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Tomohiro Tada
- Tada Tomohiro Institute of Gastroenterology and Proctology, Saitama, Japan
- AI Medical Service Inc., Tokyo, Japan
- Department of Surgical Oncology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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