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New method for real-time visualization and quantitative characterization of early colorectal cancer in endoscopy: a pilot study

Authors :
Andrej Wagner
Stephan Zandanell
Alexander Ziachehabi
Alexander Mitrakov
Eckhard Klieser
Daniel Neureiter
Tobias Kiesslich
Christian Mayr
Frieder Berr
Michael Fedoruk
Franz Singhartinger
Josef Holzinger
Source :
Endoscopy International Open, Vol 10, Iss 08, Pp E1147-E1154 (2022)
Publication Year :
2022
Publisher :
Georg Thieme Verlag KG, 2022.

Abstract

Background and study aims Endoscopic optical diagnosis is crucial to the therapeutic strategy for early gastrointestinal cancer. It accurately (> 85 %) predicts pT category based on microsurface (SP) and vascular patterns (VP). However, interobserver variability is a major problem. We have visualized and digitalized the graded irregularities based on bioinformatically enhanced quantitative endoscopic image analysis (BEE) of high-definition white-light images. Methods In a pilot study of 26 large colorectal lesions (LCLs, mean diameter 39 mm), we retrospectively compared BEE variables with corresponding histopathology of the resected LCLs. Results We included 10 adenomas with low-grade intraepithelial neoplasia (LGIN), nine with high-grade intraepithelial neoplasia (HGIN) and early adenocarcinoma (EAC), and seven deeply submucosal invasive carcinomas. Quantified density (d) and nonuniformity (CU) of vascular and surface structures correlated with histology (rs d VP: –0.77, rs CU VP: 0.13, rs d SP: –0.76, and rs CU SP: 0.45, respectively). A computed BEE score showed a sensitivity and specificity of 90 % and 100 % in the group with LGINs, 89 % and 41 % in the group with HGINs and EACs, and 100 % and 95 % in the group with deeply invasive carcinoma, respectively. Conclusions In this pilot study, BEE showed promise as a tool for endoscopic characterization of LCLs during routine endoscopy. Prospective clinical studies are needed.

Details

Language :
English
ISSN :
23643722 and 21969736
Volume :
10
Issue :
08
Database :
Directory of Open Access Journals
Journal :
Endoscopy International Open
Publication Type :
Academic Journal
Accession number :
edsdoj.f0be0741a2de46e0b0bb4c4207866228
Document Type :
article
Full Text :
https://doi.org/10.1055/a-1847-2820