AccScience Publishing / EJMO / Volume 7 / Issue 2 / DOI: 10.14744/ejmo.2023.33713
RESEARCH ARTICLE

Linked Color Imaging and Color Analytic Model Based on Pixel Brightness for Diagnosing H. Pylori Infection in Gastric Antrum

Xiaotian Sun1,2 Cuiyun Ma2 Xueting Zhang2 Chang Lu3 Haiyan Yu2 Wei Zhang1 Ying Wang3 Shaoying Zhu3 Minglu Liu1 Huiming Zhang3 Xinfang Miao3 Yang Xu2
Show Less
1 Department of Internal Medicine, Southern Medical Branch of PLA General Hospital, Beijing, China
2 Department of Gastroenterology, the Fifth Medical Center of PLA General Hospital (the 307 Hospital of Academy of Military Medical Science), Beijing, China
3 Clinic of Fuxing Road, Southern Medical Branch of PLA General Hospital, Beijing, China
EJMO 2023, 7(2), 160–16; https://doi.org/10.14744/ejmo.2023.33713
Submitted: 10 December 2022 | Revised: 2 February 2023 | Accepted: 11 April 2023 | Published: 19 June 2023
© 2023 by the Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC-by the license) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Objectives: Linked color imaging (LCI) helps to differentiate minor mucosal changes, which can be objectively judged by red–green–blue pixel brightness. However, whether this color analytic model based on pixel brightness can be applied to diagnose Helicobacter pylori infection remains unknown.

Methods: Consecutive adult patients with indications and underwent esophagogastroduodenoscopy for the 1st time were enrolled in the training (n=166) and validation (n=79) set. Demographic and clinical characteristics were recorded. Target region in gastric antrum was pictured before biopsy for rapid urea test, and pixel brightness was calculated by MATLAB software.

Results: In training set, 25 patients had H. pylori infection. Pixel brightness for R and B in patients with H. pylori infection was greatly higher than those in patients without H. pylori infection (R: 210.203±27.233 vs. 196.401±29.018, p=0.043; B: 127.621±26.112 vs. 125.334±27.812, p=0.025). At the cut off of R = 210 and B = 127, the specificity and sensitivity were 0.696 and 0.701. In validation set, 10 patients had H. pylori infection and the findings were consistent with those in training set.

Conclusion: Color analytic model based on pixel brightness under LCI was useful in diagnosing H. pylori infection in gastric antrum.

Keywords
Diagnostic efficacy
Esophagogastroduodenoscopy
H. pylori infection
Linked color imaging
Pixel brightness value
Conflict of interest
None declared.
References

1. Li H, Hou X, Lin R, Fan M, Pang S, Jiang L, et al. Advanced endoscopic methods in gastrointestinal diseases: a systematic review. Quant Imaging Med Surg 2019;9:905–20.
2. East JE, Vleugels JL, Roelandt P, Bhandari P, Bisschops R, Dekker E, et al. Advanced endoscopic imaging: European Society of Gastrointestinal Endoscopy (ESGE) Technology Review. Endoscopy 2016;48:1029–45.
3. Li L, Tan J, Liu L, Li J, Chen G, Chen M, et al. Association between H. pylori infection and health Outcomes: an umbrella review of systematic reviews and meta-analyses. BMJ Open 2020;10:e031951.
4. Feng-Woei T, Ping-I HH. pylori infection and extra-gastroduodenal diseases. J Biomed Sci 2018;25:65.
5. Abo-Amer YE, Sabal A, Ahmed R, Hasan NFE, Refaie R, Mostafa SM, et al. Relationship between helicobacter pylori infection and nonalcoholic fatty liver disease (NAFLD) in a developing country: a cross-sectional study. Diabetes Metab Syndr Obes 2020;13:619–25
6. Howden CW, Graham DY. Recent developments pertaining to H. pylori infection. Am J Gastroenterol 2021;116:1–3.
7. Sun X, Bi Y, Dong T, Min M, Shen W, Xu Y, et al. Linked colour imaging benefits the endoscopic diagnosis of distal gastric diseases. Sci Rep 2017;7:5638.
8. Sun X, Bi Y, Nong B, Hu DM, Sun XM, Chen HL, et al. Linked color imaging confers benefits in profiling H. pylori infection in the stomach. Endosc Int Open 2019;7:E885–92.
9. Sun X, Dong T, Bi Y, Min M, Shen W, Xu Y, et al. Linked color imaging application for improving the endoscopic diagnosis accuracy: a pilot study. Sci Rep 2016;6:33473.
10. Bordin DS, Voynovan IN, Andreev DN, Maev IV. Current helicobacter pylori diagnostics. Diagnostics (Basel) 2021;11:1458. 
11. Alboraie M, Elhossary W, Aly OA, Abbas B, Abdelsalam L, Ghaith D, et al; special interest group; Egyptian Association for Study of Gastrointestinal Diseases and Liver (E A S G L D). Egyptian recommendations for management of Helicobacter pylori infection: 2018 report. Arab J Gastroenterol 2019;20:175–9.
12. Abd-Elsalam S, Kobtan A, El-Kalla F, Elkhalawany W, Nawasany SE, Saif SA, et al. A 2-week Nitazoxanide-based quadruple treatment as a rescue therapy for Helicobacter pylori eradication: A single center experience. Medicine (Baltimore) 2016;95:e3879.
13. Shehata MA, Talaat R, Soliman S, Elmesseri H, Soliman S, AbdElsalam S. Randomized controlled study of a novel triple nitazoxanide (NTZ)-containing therapeutic regimen versus the traditional regimen for eradication of Helicobacter pylori infection. Helicobacter 2017;22:e12395.
14. Hiraoka Y, Miura Y, Osawa H, Nomoto Y, Takahashi H, Tsunoda M, et al. Appropriate color enhancement settings for blue laser imaging facilitates the diagnosis of early gastric cancer with high color contrast. J Gastric Cancer 2021;21:142–54.
15. Ono S, Shimoda Y, Tanaka I, Kinowaki S, Inoue M, Ono M, et al. Optical effect of spraying l-menthol on gastric intestinal metaplasia visualized by linked color imaging. Eur J Gastroenterol Hepatol 2021;33:358–63.
16. Sakae H, Kanzaki H, Satomi T, Okanoue S, Obayashi Y, Hamada K, et al. Linked color imaging (LCI) emphasizes the color changes in the gastric mucosa after helicobacter pylori eradication. Dig Dis Sci 2022;67:2375–84.
17. Lee SP, Lee J, Kae SH, Jang HJ, Koh DH, Jung JH, et al. The role of linked color imaging in endoscopic diagnosis of Helicobacter pylori associated gastritis. Scand J Gastroenterol 2020;55:1114–20.
18. Ono S, Kawada K, Dohi O, Kitamura S, Koike T, Hori S, et al; LCIFIND Trial Group. Linked color imaging focused on neoplasm detection in the upper gastrointestinal tract : a randomized trial. Ann Intern Med 2021;174:18–24.
19. Sun X, Zhao L. RGB pixel brightness characteristics of linked color imaging in early gastric cancer: a pilot study. Gastroenterol Res Pract 2020;2020:2105874. 
20. Ishikawa T, Matsumura T, Okimoto K, Nagashima A, Shiratori W, Kaneko T, et al. Efficacy of texture and color enhancement imaging in visualizing gastric mucosal atrophy and gastric neoplasms. Sci Rep 2021;11:6910.
21. Fujiyoshi T, Miyahara R, Funasaka K, Furukawa K, Sawada T, Maeda K, et al. Utility of linked color imaging for endoscopic diagnosis of early gastric cancer. World J Gastroenterol 2019;25:1248–58.
22. Jiang ZX, Nong B, Liang LX, Yan YD, Zhang G. Differential diagnosis of Helicobacter pylori-associated gastritis with the linked-color imaging score. Dig Liver Dis 2019;51:1665–70.
23. Wang L, Lin XC, Li HL, Yang XS, Zhang L, Li X, et al. Clinical significance and influencing factors of linked color imaging technique in real-time diagnosis of active Helicobacter pylori infection. Chin Med J (Engl) 2019;132:2395–401.
24. Abadir AP, Ali MF, Karnes W, Samarasena JB. Artificial Intelligence in Gastrointestinal Endoscopy. Clin Endosc 2020;53:132–41.

Share
Back to top
Eurasian Journal of Medicine and Oncology, Electronic ISSN: 2587-196X Print ISSN: 2587-2400, Published by AccScience Publishing