Diagnosis of head and neck squamous cell carcinoma using Raman spectroscopy: tongue tissues

被引:43
作者
Devpura, Suneetha [1 ]
Thakur, Jagdish S. [1 ]
Sethi, Seema [2 ]
Naik, Vaman M. [3 ]
Naik, Ratna [1 ]
机构
[1] Wayne State Univ, Dept Phys & Astron, Detroit, MI 48202 USA
[2] Karmanos Canc Inst, Detroit, MI USA
[3] Univ Michigan, Dept Nat Sci, Dearborn, MI 48128 USA
关键词
diagnosis; head and neck squamous cell carcinoma; keratin; Raman spectroscopy; tongue; tryptophan; VIBRATIONAL ANALYSIS; CANCER STATISTICS; OPTICAL DIAGNOSIS; SIDE-CHAIN; CHEMOTHERAPY;
D O I
10.1002/jrs.3070
中图分类号
O433 [光谱学];
学科分类号
070207 [光学];
摘要
Raman spectroscopy is a powerful optical technique capable of providing the structural information at the molecular level. Thus, the technique can be used to detect biochemical changes associated with carcinogenesis and identify the biomolecules involved in cancer. We studied the Raman spectral characteristics of normal, carcinoma in situ, and invasive squamous cell carcinoma (SCC) tissues of tongue, and identified the spectral features that can discriminate these three tissue types. We found that the intensities of Raman bands assignable to tryptophan increase while those attributable to protein keratin decrease when tissue changes from normal to invasive SCC. The variation observed in the intensity of many discriminating peaks including those of tryptophan and keratin as tissue changes from normal to carcinoma in situ and then to invasive SCC suggests that Raman spectroscopy can be used to monitor progression of the disease. We have also analyzed the data with multivariate statistical methods such as principal component analysis and discriminant function analysis. These chemometric methods clearly separate the whole data into three distinct groups consistent with results of pathology. We were able to detect with 91% success rate the normal and carcinoma in situ tissues and with 89% accuracy the invasive SCC tissues of the tongue. Copyright (c) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:490 / 496
页数:7
相关论文
共 35 条
[1]
Cytokeratin 18 expression in squamous cell carcinoma of the head and neck [J].
Balm, AJM ;
Hagman, PC ;
vanDoornewaard, MH ;
Groeneveld, EM ;
Ivanyi, D .
EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 1996, 253 (4-5) :227-233
[2]
Postoperative irradiation with or without concomitant chemotherapy for locally advanced head and neck cancer [J].
Bernier, J ;
Domenge, C ;
Ozsahin, M ;
Matuszewska, K ;
Lefèbvre, JL ;
Greiner, RH ;
Giralt, J ;
Maingon, P ;
Rolland, F ;
Bolla, M ;
Cognetti, F ;
Bourhis, J ;
Kirkpatrick, A ;
van Glabbeke, M .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (19) :1945-1952
[3]
A robust method for automated background subtraction of tissue fluorescence [J].
Cao, Alex ;
Pandya, Abhilash K. ;
Serhatkulu, Gulay K. ;
Weber, Rachel E. ;
Dai, Houbei ;
Thakur, Jagdish S. ;
Naik, Vaman M. ;
Naik, Ratna ;
Auner, Gregory W. ;
Rabah, Raja ;
Freeman, D. Carl .
JOURNAL OF RAMAN SPECTROSCOPY, 2007, 38 (09) :1199-1205
[4]
Caspers PJ, 1998, BIOSPECTROSCOPY, V4, pS31, DOI 10.1002/(SICI)1520-6343(1998)4:5+<S31::AID-BSPY4>3.0.CO
[5]
2-M
[6]
Raman scattering of L-tryptophan enhanced by surface plasmon of silver nanoparticles: vibrational assignment and structural determination [J].
Chuang, Chi-Hung ;
Chen, Yit-Tsong .
JOURNAL OF RAMAN SPECTROSCOPY, 2009, 40 (02) :150-156
[7]
Clayman G.L.L.S., 2000, HEAD NECK CANC CANCE, P1175
[8]
Postoperative concurrent radiotherapy and chemotherapy for high-risk squamous-cell carcinoma of the head and neck [J].
Cooper, JS ;
Pajak, TF ;
Forastiere, AA ;
Jacobs, J ;
Campbell, BH ;
Saxman, SB ;
Kish, JA ;
Kim, HE ;
Cmelak, AJ ;
Rotman, M ;
Machtay, M ;
Ensley, JF ;
Chao, KSC ;
Schultz, CJ ;
Lee, N ;
Fu, KK .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (19) :1937-1944
[9]
The use of Raman spectroscopy to differentiate between different prostatic adenocarcinoma cell lines [J].
Crow, P ;
Barrass, B ;
Kendall, C ;
Hart-Prieto, M ;
Wright, M ;
Persad, R ;
Stone, N .
BRITISH JOURNAL OF CANCER, 2005, 92 (12) :2166-2170
[10]
The use of Raman spectroscopy to identify and grade prostatic adenocarcinoma in vitro [J].
Crow, P ;
Stone, N ;
Kendall, CA ;
Uff, JS ;
Farmer, JAM ;
Barr, H ;
Wright, MPJ .
BRITISH JOURNAL OF CANCER, 2003, 89 (01) :106-108