Optical diagnosis of laryngeal cancer using high wavenumber Raman spectroscopy

被引:87
作者
Lin, Kan [1 ]
Cheng, David Lau Pang [2 ]
Huang, Zhiwei [1 ]
机构
[1] Natl Univ Singapore, Fac Engn, Dept Bioengn, Opt Bioimaging Lab, Singapore 117576, Singapore
[2] Singapore Gen Hosp, Dept Otolaryngol, Singapore 169608, Singapore
基金
英国医学研究理事会;
关键词
High wavenumber Raman spectroscopy; Laryngeal cancer; Optical diagnosis; CELL CARCINOMA; VIVO DIAGNOSIS; TISSUE; CLASSIFICATION; DYSPLASIA;
D O I
10.1016/j.bios.2012.02.050
中图分类号
Q6 [生物物理学];
学科分类号
071011 [生物物理学];
摘要
We report the implementation of the transnasal image-guided high wavenumber (HW) Raman spectroscopy to differentiate tumor from normal laryngeal tissue at endoscopy. A rapid-acquisition Raman spectroscopy system coupled with a miniaturized fiber-optic Raman probe was utilized to realize real-time HW Raman (2800-3020 cm(-1)) measurements in the larynx. A total of 94 HW Raman spectra (22 normal sites, 72 tumor sites) were acquired from 39 patients who underwent laryngoscopic screening. Significant differences in Raman intensities of prominent Raman bands at 2845, 2880 and 2920 cm(-1) (CH2 stretching of lipids), and 2940 cm(-1) (CH3 stretching of proteins) were observed between normal and cancer laryngeal tissue. The diagnostic algorithms based on principal components analysis (PCA) and linear discriminant analysis (LDA) together with the leave-one subject-out, cross-validation method on HW Raman spectra yielded a diagnostic sensitivity of 90.3% (65/72) and specificity of 90.9% (20/22) for laryngeal cancer identification. This study demonstrates that HW Raman spectroscopy has the potential for the noninvasive, real-time diagnosis and detection of laryngeal cancer at the molecular level. (C) 2012 Elsevier BM. All rights reserved.
引用
收藏
页码:213 / 217
页数:5
相关论文
共 41 条
[1]
Raman spectroscopy: a potential tool for early objective diagnosis of neoplasia in the oesophagus [J].
Almond, L. Max ;
Hutchings, Joanne ;
Shepherd, Neil ;
Barr, Hugh ;
Stone, Nick ;
Kendall, Catherine .
JOURNAL OF BIOPHOTONICS, 2011, 4 (10) :685-695
[2]
Indirect autofluorescence laryngoscopy in the diagnosis of laryngeal cancer and its precursor lesions [J].
Arens, C ;
Dreyer, T ;
Glanz, H ;
Malzahn, K .
EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2004, 261 (02) :71-76
[3]
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
[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]
Detection of laryngeal tumors and tumoral extension by multislice computed tomography-virtual laryngoscopy (MSCT-VL) [J].
Beser, Mahmut ;
Gultekin, Erdogan ;
Yener, Murat ;
Zeybek, M. Emin ;
Oner, Bulent ;
Topcu, Varol .
EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2009, 266 (12) :1953-1958
[6]
Prognostic significance of stomatin-like protein 2 overexpression in laryngeal squamous cell carcinoma: clinical, histologic, and immunohistochemistry analyses with tissue microarray [J].
Cao, Wen-feng ;
Zhang, Li-yong ;
Liu, Ming-bo ;
Tang, Ping-zhang ;
Liu, Zhi-hua ;
Sun, Bao-cun .
HUMAN PATHOLOGY, 2007, 38 (05) :747-752
[7]
Laryngeal cancer: Diagnosis and preoperative work-up [J].
Chu, Eugene A. ;
Kim, Young J. .
OTOLARYNGOLOGIC CLINICS OF NORTH AMERICA, 2008, 41 (04) :673-+
[8]
Devore J. L., 2009, Probability and statistics for engineering and the sciences, V7th
[9]
Epidemiology of head and neck cancer:: Magnitude of the problem [J].
Döbróssy, L .
CANCER AND METASTASIS REVIEWS, 2005, 24 (01) :9-17
[10]
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