Fiber-optic Raman spectroscopy probes gastric carcinogenesis in vivo at endoscopy

被引:98
作者
Bergholt, Mads Sylvest [1 ]
Zheng, Wei [1 ]
Ho, Khek Yu [2 ,3 ]
Teh, Ming [4 ,5 ]
Yeoh, Khay Guan [2 ,3 ]
So, Jimmy Bok Yan [5 ,6 ]
Shabbir, Asim [5 ,6 ]
Huang, Zhiwei [1 ]
机构
[1] Natl Univ Singapore, Optic Bioimaging Lab, Dept Bioengn, Fac Engn, Singapore 117576, Singapore
[2] Natl Univ Singapore, Dept Med, Yong Loo Lin Sch Med, Singapore 119260, Singapore
[3] Natl Univ Singapore Hosp, Singapore 119260, Singapore
[4] Natl Univ Singapore, Dept Pathol, Yong Loo Lin Sch Med, Singapore 119074, Singapore
[5] Natl Univ Singapore Hosp, Singapore 119074, Singapore
[6] Natl Univ Singapore, Dept Surg, Yong Loo Lin Sch Med, Singapore 119074, Singapore
基金
英国医学研究理事会;
关键词
Raman spectroscopy; gastric carcinogenesis; endoscopy; in vivo optical diagnosis; INTESTINAL METAPLASIA; CANCER; DIAGNOSIS; TISSUE; EXPRESSION; DYSPLASIA; IDENTIFICATION; NEOPLASIA;
D O I
10.1002/jbio.201200138
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Intestinal-type gastric carcinogenesis is a complex multi-step disease, and early precursors (e.g. intestinal metaplasia (IM), dysplasia) can be very challenging to identify using conventional white-light endoscopic imaging. This study aims to assess the capability of Raman spectroscopy for multi-class elucidation of intestinal-type gastric carcinogenesis sequence in vivo for improving precancer detection at endoscopy. We employ a novel image-guided Raman endoscopy technique developed for in vivo gastric tissue Raman measurement within 0.5 s during clinical endoscopic examination. We have acquired a total of 1277 in vivo Raman spectra from 83 gastric patients associated with intestinal-type carcinogenesis. In vivo Raman spectroscopy integrated with semi-quantitative spectral modelling (e.g. DNA, lipids, glycoprotein, proteins and blood) reveals the progressive changes of biochemical constituents in gastric tissue associated with preneoplastic and neoplastic transformation (i.e., IM, dysplasia and adenocarcinoma). Multi-class probabilistic partial least squares-discriminant analysis (PLS-DA) diagnostic algorithms based on in vivo Raman spectra are able to identify normal mucosa with sensitivity of 75.88% and specificity of 87.21%; IM with sensitivity of 46.67% and specificity of 87.55%; dysplasia with sensitivity of 83.33%; specificity of 95.80%, and adenocarcinoma with sensitivity of 84.91% and specificity 95.57%, respectively. This work demonstrates that Raman spectroscopy is a sensitive biomolecular probe for monitoring intestinal-type gastric carcinogenesis to realize early diagnosis and detection of precancer and early gastric cancer in vivo during clinical endoscopic examination.
引用
收藏
页码:49 / 59
页数:11
相关论文
共 43 条
[1]
[Anonymous], 1986, 213611986 ANSI
[2]
In Vivo Diagnosis of Esophageal Cancer Using Image-Guided Raman Endoscopy and Biomolecular Modeling [J].
Bergholt, M. S. ;
Zheng, W. ;
Lin, K. ;
Ho, K. Y. ;
Teh, M. ;
Yeoh, K. G. ;
So, J. B. Y. ;
Huang, Z. .
TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2011, 10 (02) :103-112
[3]
Bergholt MS, 2012, J BIOMED OPT, V17, DOI 10.1117/1.JBO.17.7.077002
[4]
In vivo diagnosis of gastric cancer using Raman endoscopy and ant colony optimization techniques [J].
Bergholt, Mads Sylvest ;
Zheng, Wei ;
Lin, Kan ;
Ho, Khek Yu ;
Teh, Ming ;
Yeoh, Khay Guan ;
So, Jimmy Bok Yan ;
Huang, Zhiwei .
INTERNATIONAL JOURNAL OF CANCER, 2011, 128 (11) :2673-2680
[5]
Raman endoscopy for in vivo differentiation between benign and malignant ulcers in the stomach [J].
Bergholt, Mads Sylvest ;
Zheng, Wei ;
Lin, Kan ;
Ho, Khek Yu ;
Teh, Ming ;
Yeoh, Khay Guan ;
So, Jimmy Bok Yan ;
Huang, Zhiwei .
ANALYST, 2010, 135 (12) :3162-3168
[6]
Brereton RG., 2009, Chemometrics for pattern recognition, DOI DOI 10.1002/9780470746462
[7]
In Vivo Bladder Cancer Diagnosis by High-Volume Raman Spectroscopy [J].
Draga, Ronald O. P. ;
Grimbergen, Matthijs C. M. ;
Vijverberg, Peter L. M. ;
van Swol, Christiaan F. P. ;
Jonges, Trudy G. N. ;
Kummer, J. Alain ;
Bosch, J. L. H. Ruud .
ANALYTICAL CHEMISTRY, 2010, 82 (14) :5993-5999
[8]
Real-time Raman spectroscopy for in vivo, online gastric cancer diagnosis during clinical endoscopic examination [J].
Duraipandian, Shiyamala ;
Bergholt, Mads Sylvest ;
Zheng, Wei ;
Ho, Khek Yu ;
Teh, Ming ;
Yeoh, Khay Guan ;
So, Jimmy Bok Yan ;
Shabbir, Asim ;
Huang, Zhiwei .
JOURNAL OF BIOMEDICAL OPTICS, 2012, 17 (08)
[9]
Simultaneous Fingerprint and High-Wavenumber Confocal Raman Spectroscopy Enhances Early Detection of Cervical Precancer In Vivo [J].
Duraipandian, Shiyamala ;
Zheng, Wei ;
Ng, Joseph ;
Low, Jeffrey J. H. ;
Ilancheran, A. ;
Huang, Zhiwei .
ANALYTICAL CHEMISTRY, 2012, 84 (14) :5913-5919
[10]
Falk Gary W, 2009, Gastrointest Endosc Clin N Am, V19, P209, DOI 10.1016/j.giec.2009.02.004