Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography

INTRODUCTION: “Resect and discard” paradigm is one of the main strategies to deal with colorectal diminutive polyps after optical diagnosis. However, there are risks that unrecognized potentially malignant lesions are discarded without accurate diagnosis. The purpose of this study is to validate the...

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Main Authors: Ding, Qianshan, Deng, Yunchao, Yu, Xiaojun, Yuan, Jingping, Zeng, Zhi, Mu, Ganggang, Wan, Xinyue, Zhang, Jun, Zhou, Wei, Huang, Li, Yao, Liwen, Gong, Dexin, Chen, Mingkai, Zhu, Xu, Liu, Linbo, Yu, Honggang
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/85342
http://hdl.handle.net/10220/49802
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-853422020-03-07T13:57:27Z Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography Ding, Qianshan Deng, Yunchao Yu, Xiaojun Yuan, Jingping Zeng, Zhi Mu, Ganggang Wan, Xinyue Zhang, Jun Zhou, Wei Huang, Li Yao, Liwen Gong, Dexin Chen, Mingkai Zhu, Xu Liu, Linbo Yu, Honggang School of Electrical and Electronic Engineering Coherence Tomography Engineering::Electrical and electronic engineering Colorectal Adenomas INTRODUCTION: “Resect and discard” paradigm is one of the main strategies to deal with colorectal diminutive polyps after optical diagnosis. However, there are risks that unrecognized potentially malignant lesions are discarded without accurate diagnosis. The purpose of this study is to validate the potential of microoptical coherence tomography (mOCT) to improve the diagnostic accuracy of colorectal lesions and help endoscopists make better clinical decision without additional pathology costs. METHODS: Fresh tissue samples were obtained from patients with colorectal polyps or colorectal cancer who received endoscopic therapy or laparoscopic surgery. These samples were instantly imaged by mOCT and then sent to pathological evaluation. Then, mOCT images were compared with corresponding HE sections. We created consensus mOCT image criteria and then tested to determine sensitivity, specificity, and accuracy of our system to discriminate neoplastic polyps from non-neoplastic polyps. RESULTS: Our mOCT system achieved a resolution of 2.0 mm in both axial and lateral directions, clearly illustrated both cross-sectional and en face subcellular-level microstructures of colorectal lesions ex vivo, demonstrating distinctive patterns for inflammatory granulation tissue, hyperplastic polyp, adenoma, and cancerous tissue. For the 58 cases of polyps, the accuracy of the model was 94.83% (95% confidence interval [CI], 85.30%–98.79%), the sensitivity for identification of adenomas was 96.88% (95% CI, 82.89%–99.99%), and the specificity was 92.31% (95% CI, 74.74%–98.98%). Our diagnostic criteria could help both expert endoscopists and nonexpert endoscopists to identify neoplastic from non-neoplastic polyps with satisfactory accuracy and good interobserver agreement. DISCUSSION: We propose a new strategy usingmOCT to differentiate benign polyps and adenomas after the lesions are resected. The application of mOCT can potentially reduce the cost of pathological examination and minimize the risk of discarding malignant lesions during colonosocpy examination. NRF (Natl Research Foundation, S’pore) MOE (Min. of Education, S’pore) NMRC (Natl Medical Research Council, S’pore) Published version 2019-08-28T01:48:35Z 2019-12-06T16:02:00Z 2019-08-28T01:48:35Z 2019-12-06T16:02:00Z 2019 Journal Article Ding, Q., Deng, Y., Yu, X., Yuan, J., Zeng, Z., Mu, G., . . . Yu, H. (2019). Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography. Clinical and Translational Gastroenterology, 10(6), e00049-. doi:10.14309/ctg.0000000000000049 https://hdl.handle.net/10356/85342 http://hdl.handle.net/10220/49802 10.14309/ctg.0000000000000049 en Clinical and Translational Gastroenterology © 2019 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The American College of Gastroenterology. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journa 11 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Coherence Tomography
Engineering::Electrical and electronic engineering
Colorectal Adenomas
spellingShingle Coherence Tomography
Engineering::Electrical and electronic engineering
Colorectal Adenomas
Ding, Qianshan
Deng, Yunchao
Yu, Xiaojun
Yuan, Jingping
Zeng, Zhi
Mu, Ganggang
Wan, Xinyue
Zhang, Jun
Zhou, Wei
Huang, Li
Yao, Liwen
Gong, Dexin
Chen, Mingkai
Zhu, Xu
Liu, Linbo
Yu, Honggang
Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
description INTRODUCTION: “Resect and discard” paradigm is one of the main strategies to deal with colorectal diminutive polyps after optical diagnosis. However, there are risks that unrecognized potentially malignant lesions are discarded without accurate diagnosis. The purpose of this study is to validate the potential of microoptical coherence tomography (mOCT) to improve the diagnostic accuracy of colorectal lesions and help endoscopists make better clinical decision without additional pathology costs. METHODS: Fresh tissue samples were obtained from patients with colorectal polyps or colorectal cancer who received endoscopic therapy or laparoscopic surgery. These samples were instantly imaged by mOCT and then sent to pathological evaluation. Then, mOCT images were compared with corresponding HE sections. We created consensus mOCT image criteria and then tested to determine sensitivity, specificity, and accuracy of our system to discriminate neoplastic polyps from non-neoplastic polyps. RESULTS: Our mOCT system achieved a resolution of 2.0 mm in both axial and lateral directions, clearly illustrated both cross-sectional and en face subcellular-level microstructures of colorectal lesions ex vivo, demonstrating distinctive patterns for inflammatory granulation tissue, hyperplastic polyp, adenoma, and cancerous tissue. For the 58 cases of polyps, the accuracy of the model was 94.83% (95% confidence interval [CI], 85.30%–98.79%), the sensitivity for identification of adenomas was 96.88% (95% CI, 82.89%–99.99%), and the specificity was 92.31% (95% CI, 74.74%–98.98%). Our diagnostic criteria could help both expert endoscopists and nonexpert endoscopists to identify neoplastic from non-neoplastic polyps with satisfactory accuracy and good interobserver agreement. DISCUSSION: We propose a new strategy usingmOCT to differentiate benign polyps and adenomas after the lesions are resected. The application of mOCT can potentially reduce the cost of pathological examination and minimize the risk of discarding malignant lesions during colonosocpy examination.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Ding, Qianshan
Deng, Yunchao
Yu, Xiaojun
Yuan, Jingping
Zeng, Zhi
Mu, Ganggang
Wan, Xinyue
Zhang, Jun
Zhou, Wei
Huang, Li
Yao, Liwen
Gong, Dexin
Chen, Mingkai
Zhu, Xu
Liu, Linbo
Yu, Honggang
format Article
author Ding, Qianshan
Deng, Yunchao
Yu, Xiaojun
Yuan, Jingping
Zeng, Zhi
Mu, Ganggang
Wan, Xinyue
Zhang, Jun
Zhou, Wei
Huang, Li
Yao, Liwen
Gong, Dexin
Chen, Mingkai
Zhu, Xu
Liu, Linbo
Yu, Honggang
author_sort Ding, Qianshan
title Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
title_short Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
title_full Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
title_fullStr Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
title_full_unstemmed Rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
title_sort rapid, high-resolution, label-free, and 3-dimensional imaging to differentiate colorectal adenomas and non-neoplastic polyps with micro-optical coherence tomography
publishDate 2019
url https://hdl.handle.net/10356/85342
http://hdl.handle.net/10220/49802
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