Model-based spectroscopic analysis of the oral cavity: Impact of anatomy

Journal of Biomedical Optics

Volumn 13, Issue 6, 2008, Pages

  McGee, Sasha ^a   Mirkovic, Jelena ^a   Mardirossian, Vartan ^b   Elackattu, Alphi ^b   Yu, Chung Chieh ^c   Kabani, Sadru ^b   Gallagher, George ^b   Pistey, Robert ^c   Galindo, Luis ^c   Badizadegan, Kamran ^d   Wang, Zimmern ^b   Dasari, Ramachandra ^c   Feld, Michael S ^c   Grillone, Gregory ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b BOSTON MEDICAL CENTER   (United States)

^c BOSTON UNIVERSITY   (United States)

^d MASSACHUSETTS GENERAL HOSPITAL   (United States)

Author keywords

Fluorescence; Reflectance; Spectroscopy

Indexed keywords

BIOCHEMICAL PROPERTIES; CLASSIFICATION ACCURACY; CONFIDENCE INTERVAL; DIAGNOSTIC ALGORITHMS; IN-VIVO; INTRINSIC DIFFERENCES; K-MEANS CLUSTER ANALYSIS; ORAL CANCER; ORAL CAVITY; ORAL MUCOSA; ORAL TISSUES; PARAMETER DISTRIBUTIONS; SPECTRAL PARAMETERS; SPECTRAL PROPERTIES; VALIDATION DATA;

CLUSTER ANALYSIS; FLUORESCENCE; FLUORESCENCE SPECTROSCOPY; REFLECTION; TISSUE;

SPECTROSCOPIC ANALYSIS;

BIOPOLYMER;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; CHEMISTRY; COMPUTER SIMULATION; EVALUATION; HISTOLOGY; HUMAN; METHODOLOGY; MOUTH; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPECTROFLUOROMETRY;

ALGORITHMS; BIOPOLYMERS; COMPUTER SIMULATION; HUMANS; MODELS, BIOLOGICAL; MOUTH; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTROMETRY, FLUORESCENCE;

EID: 62449163048     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.2992139     Document Type: Article

References (39)

1. D. C. G. de Veld, M. Skurichina, M. J. H. Witjes, R. P. W. Duin, H. J. C. M. Sterenborg, and J. L. N. Roodenburg, "Clinical study for classification of benign, dysplastic, and malignant oral lesions using autofluorescence spectroscopy", J. Biomed. Opt. 9(5), 940-950 (2004). (Pubitemid 41268676)
2. G. S. Nayak, S. Kamath, K. M. Pai, A. Sarkar, S. Ray, J. Kurien, L. D'Almeida, B. R. Krishnanand, C. Santhosh, V. B. Kartha, and K. K. Mahato, "Principal component analysis and artificial neural network analysis of oral tissue fluorescence spectra: Classification of normal premalignant and malignant pathological conditions", Biopolymers 82(2), 152-166 (2006). (Pubitemid 43798163)
3. M. G. Muller, T. A. Valdez, I. Georgakoudi, V. Backman, C. Fuentes, S. Kabani, N. Laver, Z. M. Wang, C. W. Boone, R. R. Dasari, S. M. Shapshay, and M. S. Feld, "Spectroscopic detection and evaluation of morphologic and biochemical changes in early human oral carcinoma", Cancer (N. Y.) 97(7), 1681-1692 (2003). (Pubitemid 36350711)
4. N. Subhash, J. R. Mallia, S. S. Thomas, A. Mathews, and P. Sebastian, "Oral cancer detection using diffuse reflectance spectral ratio R540/R575 of oxygenated hemoglobin bands", J. Biomed. Opt. 11(1), 014018 (2006).
5. D. L. Heintzelman, U. Utzinger, H. Fuchs, A. Zuluaga, K. Gossage, A. M. Gillenwater, R. Jacob, B. Kemp, and R. R. Richards-Kortum, "Optimal excitation wavelengths for in vivo detection of oral neoplasia using fluorescence spectroscopy", Photochem. Photobiol. 72(1), 103-113 (2000).
6. A. Sharwani, W. Jerjes, V. Salih, B. Swinson, I. J. Bigio, M. El-Maaytah, and C. Hopper, "Assessment of oral premalignancy using elastic scattering spectroscopy", Oral Oncol. 42(4), 343-349 (2006).
7. H. J. van Staveren, R. L. P. van Veen, O. C. Speelman, M. J. H. Witjes, W. M. Star, and J. L. N. Roodenburg, "Classification of clinical autofluorescence spectra of oral leukoplakia using an artificial neural network: A pilot study", Oral Oncol. 36(3), 286-293 (2000). (Pubitemid 30227711)
8. H. M. Chen, C. P. Chiang, C. You, T. C. Hsiao, and C. Y. Wang, "Time-resolved autofluorescence spectroscopy for classifying normal and premalignant oral tissues", Lasers Surg. Med. 37(1), 37-45 (2005). (Pubitemid 41105877)
9. V. R. Kolli, H. E. Savage, T. J. Yao, and S. P. Schantz, "Native cellular fluorescence of neoplastic upper aerodigestive mucosa", Arch. Otolaryngol. Head Neck Surg. 121(11), 1287-1292 (1995).
10. A. Gillenwater, R. Jacob, R. Ganeshappa, B. Kemp, A. K. El-Naggar, J. L. Palmer, G. Clayman, M. F. Mitchell, and R. Richards-Kortum, "Noninvasive diagnosis of oral neoplasia based on fluorescence spectroscopy and native tissue autofluorescence", Arch. Otolaryngol. Head Neck Surg. 124(11), 1251-1258 (1998). (Pubitemid 28522965)
11. J. K. Dhingra, D. F. Perrault, K. McMillan, E. E. Rebeiz, S. Kabani, R. Manoharan, I. Itzkan, M. S. Feld, and S. M. Shapshay, "Early diagnosis of upper aerodigestive tract cancer by autofluorescence", Arch. Otolaryngol. Head Neck Surg. 122(11), 1181-1186 (1996). (Pubitemid 26374844)
12. D. C. G. de Veld, M. Skurichina, M. J. H. Witjes, R. P. W. Duin, D. J. C. M. Sterenborg, W. M. Star, and J. L. N. Roodenburg, "Autofluorescence characteristics of healthy oral mucosa at different anatomical sites", Lasers Surg. Med. 32(5), 367-376 (2003). (Pubitemid 36760227)
13. M. G. Muller, I. Georgakoudi, Q. G. Zhang, J. Wu, and M. S. Feld, "Intrinsic fluorescence spectroscopy in turbid media: Disentangling effects of scattering and absorption", Appl. Opt. 40(25), 4633-4646 (2001).
14. J. W. Tunnell, A. E. Desjardins, L. Galindo, I. Georgakoudi, S. A. McGee, J. Mirkovic, M. G. Mueller, J. Nazemi, F. T. Nguyen, A. Wax, Q. G. Zhang, R. R. Dasari, and M. S. Feld, "Instrumentation for multi-modal spectroscopic diagnosis of epithelial dysplasia", Technol. Cancer Res. Treat. 2(6), 505-514 (2003). (Pubitemid 38040613)
15. G. Zonios, L. T. Perelman, V. M. Backman, R. Manoharan, M. Fitzmaurice, J. Van Dam, and M. S. Feld, "Diffuse reflectance spectroscopy of human adenomatous colon polyps in vivo", Appl. Opt. 38(31), 6628-6637 (1999). (Pubitemid 129567570)
16. J. R. Mourant, J. P. Freyer, A. H. Hielscher, A. A. Eick, D. Shen, and T. M. Johnson, "Mechanisms of light scattering from biological cells relevant to noninvasive optical-tissue diagnostics", Appl. Opt. 37(16), 3586-3593 (1998). (Pubitemid 128658703)
17. P. R. Bargo, S. A. Prahl, T. T. Goodell, R. A. Sleven, G. Koval, G. Blair, and S. L. Jacques, "In vivo determination of optical properties of normal and tumor tissue with white light reflectance and an empirical light transport model during endoscopy", J. Biomed. Opt. 10(3), 034018 (2005).
18. A. Amelink, H. J. C. M. Sterenborg, M. P. L. Bard, and S. A. Burgers, "In vivo measurement of the local optical properties of tissue by use of differential path-length spectroscopy", Opt. Lett. 29(10), 1087-1089 (2004).
19. D. Hidovic-Rowe and E. Claridge, "Modelling and validation of spectral reflectance for the colon", Phys. Med. Biol. 50(6), 1071-1093 (2005). (Pubitemid 40477280)
20. I. S. Saidi, S. L. Jacques, and F. K. Tittel, "Mie and Rayleigh modeling of visible-light scattering in neonatal skin", Appl. Opt. 34(31), 7410-7418 (1995).
21. R. L. P. van Veen, W. Verkruysse, and H. J. C. M. Sterenborg, "Diffuse-reflectance spectroscopy from 500 to 1060 nm by correction for inhomogeneously distributed absorbers", Opt. Lett. 27(4), 246-248 (2002). (Pubitemid 34618015)
22. W. Verkruysse, G. W. Lucassen, J. F. deBoer, D. J. Smithies, J. S. Nelson, and M. J. C. van Gemert, "Modelling light distributions of homogeneous versus discrete absorbers in light irradiated turbid media", Phys. Med. Biol. 42(1), 51-65 (1997). (Pubitemid 27055952)
23. L. O. Svaasand, E. J. Fiskerstrand, G. Kopstad, L. T. Norvang, E. K. Svaasand, J. S. Nelson, and M. W. Berns, "Therapeutic response during pulsed laser treatment of port-wine stains: Dependence on vessel diameter and depth in dermis", Lasers Med. Sci. 10(4), 235-243 (1995). (Pubitemid 26245480)
24. S. A. Prahl, "Tabulated molar extinction coefficient for hemoglobin in water", Oregon Medical Laser Center, (http://omlc.ogi.edu/spectra/ hemoglobin/summary.html), 8 March 2008.
25. C. H. Best, N. B. Taylor, and J. B. West, Best and Taylor's Physiological Basis of Medical Practice, Williams & Wilkins, Baltimore (1991).
26. H. Du, R. C. A. Fuh, J. Z. Li, L. A. Corkan, and J. S. Lindsey, "PhotochemCAD: A computer-aided design and research tool in photochemistry", Photochem. Photobiol. 68(2), 141-142 (1998). (Pubitemid 128472001)
27. Q. G. Zhang, M. G. Muller, J. Wu, and M. S. Feld, "Turbidity-free fluorescence spectroscopy of biological tissue", Opt. Lett. 25(19), 1451-1453 (2000).
28. R. R. Wilcox, Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy, Springer, New York (2001).
29. N. J. Perkins and E. F. Schisterman, "The inconsistency of "optimal" cutpoints obtained using two criteria based on the receiver operating characteristic curve", Am. J. Epidemiol. 163(7), 670-675 (2006).
30. T. A. Winning and G. C. Townsend, "Oral mucosal embryology and histology", Clin. Dermatol. 18(5), 499-511 (2000). (Pubitemid 32007980)
31. S. S. Sternberg, Histology for Pathologists, Lippincott, Williams & Wilkins, New York (1997).
32. I. Paetau, D. Rao, E. R. Wiley, E. D. Brown, and B. A. Clevidence, "Carotenoids in human buccal mucosa cells after 4 wk of supplementation with tomato juice or lycopene supplements", Am. J. Clin. Nutr. 70(4), 490-494 (1999). (Pubitemid 29463442)
33. Y. S. Peng, Y. M. Peng, D. L. McGee, and D. S. Alberts, "Carotenoids, tocopherols, and retinoids in human buccal mucosal cells-Intraindividual and interindividual variability and storage stability", Am. J. Clin. Nutr. 59(3), 636-643 (1994). (Pubitemid 24085101)
34. R. Brandt, G. E. Kaugars, W. T. Riley, Q. Y. Dao, S. Silverman, J. G. L. Lovas, and B. P. Dezzutti, "Evaluation of serum and tissue-levels of beta-carotene", Biochem. Med. Metab. Biol. 51(1), 55-60 (1994).
35. A. R. Ten Cate, Oral Histology: Development, Structure, and Function, Mosby, St. Louis (1998).
36. S. K. Chang, N. Marin, M. Follen, and R. Richards-Kortum, "Modelbased analysis of clinical fluorescence spectroscopy for in vivo detection of cervical intraepithelial dysplasia", J. Biomed. Opt., 11(2), 024008 (2006).
37. Y. C. Wu and J. N. Y. Qu, "Autofluorescence spectroscopy of epithelial tissues", J. Biomed. Opt. 11(5), 054023 (2006).
38. E. J. Reith and M. H. Ross, Atlas of Descriptive Histology, Harper and Row, New York, (1970).
39. T. Collier, M. Follen, A. Malpica, and R. Richards-Kortum, "Sources of scattering in cervical tissue: Determination of the scattering coefficient by confocal microscopy", Appl. Opt. 44(11), 2072-2081 (2005). (Pubitemid 40567082)