Anatomy-based algorithms for detecting oral cancer using reflectance and fluorescence spectroscopy

Annals of Otology, Rhinology and Laryngology

Volumn 118, Issue 11, 2009, Pages 817-826

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

^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

Diagnosis; Fluorescence; Oral cancer; Reflectance; Spectroscopy

Indexed keywords

ADULT; ALGORITHM; ANATOMICAL VARIATION; ARTICLE; BIOCHEMISTRY; CANCER DIAGNOSIS; CANCER LOCALIZATION; CHEEK MUCOSA; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC PROCEDURE; FLUORESCENCE SPECTROSCOPY; GINGIVA; HISTOPATHOLOGY; HUMAN; IN VIVO STUDY; MAJOR CLINICAL STUDY; MOUTH CANCER; MOUTH LESION; MOUTH MUCOSA; NON INVASIVE PROCEDURE; ORAL BIOPSY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RECEIVER OPERATING CHARACTERISTIC; REFLECTOMETRY; SENSITIVITY AND SPECIFICITY; TISSUE STRUCTURE; TONGUE; TUMOR VOLUME;

EID: 73349106809     PISSN: 00034894     EISSN: None     Source Type: Journal    
DOI: 10.1177/000348940911801112     Document Type: Article

References (44)

1. Pindborg J, Reichart P, Smith C, van der Waal I. World Health Organization: histological typing of cancer and precancer of the oral mucosa. Berlin, Germany: Springer-Verlag, 1997.
2. Pentenero M, Carrozzo M, Pagano M, et al. Oral mucosal dysplastic lesions and early squamous cell carcinomas: under-diagnosis from incisional biopsy. Oral Dis 2003;9:68-72.
3. Lee JJ, Hung HC, Cheng SJ, et al. Factors associated with underdiagnosis from incisional biopsy of oral leukoplakic lesions. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 2007;104:217-25.
4. Fischer DJ, Epstein JB, Morton TH Jr, Schwartz SM. Reliability of histologic diagnosis of clinically normal intraoral tissue adjacent to clinically suspicious lesions in former upper aerodigestive tract cancer patients. Oral Oncol 2005;41:489-96.
5. Fischer DJ, Epstein JB, Morton TH, Schwartz SM. Inter-observer reliability in the histopathologic diagnosis of oral premalignant and malignant lesions. J Oral Pathol Med 2004;33: 65-70.
6. van der Waal I, Schepman KP, van der Meij EH, Smeele LE. Oral leukoplakia: a clinicopathological review. Oral Oncol 1997;33:291-301.
7. Gillenwater A, Jacob R, Ganeshappa R, et al. Noninvasive diagnosis of oral neoplasia based on fluorescence spectroscopy and native tissue autofluorescence. Arch Otolaryngol Head Neck Surg 1998;124:1251-8.
8. Majumder SK, Ghosh N, Gupta PK. Support vector machine for optical diagnosis of cancer. J Biomed Opt 2005;10: 024034.
9. Müller MG, Valdez TA, Georgakoudi I, et al. Spectroscopic detection and evaluation of morphologic and biochemical changes in early human oral carcinoma. Cancer 2003;97: 1681-92.
10. Onizawa K, Okamura N, Saginoya H, Yusa H, Yanagawa T, Yoshida H. Analysis of fluorescence in oral squamous cell carcinoma. Oral Oncol 2002;38:343-8.
11. van Staveren HJ, van Veen RLP, Speelman OC, Witjes MJH, Star WM, Roodenburg JLN. Classification of clinical autofluorescence spectra of oral leukoplakia using an artificial neural network: a pilot study. Oral Oncol 2000;36:286-93.
12. Amelink A, Kaspers OP, Sterenborg H, van der Wal JE, Roodenburg JLN, Witjes MJH. Non-invasive measurement of the morphology and physiology of oral mucosa by use of optical spectroscopy. Oral Oncol 2008;44:65-71.
13. Sharwani A, Jerjes W, Salih V, et al. Assessment of oral premalignancy using elastic scattering spectroscopy. Oral Oncol 2006;42:343-9.
14. Heintzelman DL, Utzinger U, Fuchs H, et al. Optimal excitation wavelengths for in vivo detection of oral neoplasia using fluorescence spectroscopy. Photochem Photobiol 2000;72:103-13.
15. Kolli VR, Savage HE, Yao TJ, Schantz SP. Native cellular fluorescence of neoplastic upper aerodigestive mucosa. Arch Otolaryngol Head Neck Surg 1995;121:1287-92.
16. Majumder SK, Ghosh N, Kataria S, Gupta PK. Nonlinear pattern recognition for laser-induced fluorescence diagnosis of cancer. Lasers Surg Med 2003;33:48-56.
17. Manjunath BK, Kurein J, Rao L, et al. Autofluorescence of oral tissue for optical pathology in oral malignancy. J Photochem Photobiol B 2004;73:49-58.
18. Schantz SP, Kolli V, Savage HE, et al. In vivo native cellular fluorescence and histological characteristics of head and neck cancer. Clin Cancer Res 1998;4:1177-82.
19. Wang CY, Chiang HK, Chen CT, Chiang CP, Kuo YS, Chow SN. Diagnosis of oral cancer by light-induced autofluorescence spectroscopy using double excitation wavelengths. Oral Oncol 1999;35:144-50.
20. Schwarz RA, Gao W, Redden Weber C, et al. Noninvasive evaluation of oral lesions using depth-sensitive optical spectroscopy. Cancer 2009;115:1669-79.
21. Mallia RJ, Thomas SS, Mathews A, et al. Laser-induced autofluorescence spectral ratio reference standard for early discrimination of oral cancer. Cancer 2008;112:1503-12.
22. Dhingra JK, Perrault DF Jr, McMillan K, et al. Early diagnosis of upper aerodigestive tract cancer by autofluorescence. Arch Otolaryngol Head Neck Surg 1996;122:1181-6.
23. de Veld DCG, Skurichina M, Witjes MJH, et al. Auto-fluorescence characteristics of healthy oral mucosa at different anatomical sites. Lasers Surg Med 2003;32:367-76.
24. Pavlova I, Williams M, El-Naggar A, Richards-Kortum R, Gillenwater A. Understanding the biological basis of auto-fluorescence imaging for oral cancer detection: high-resolution fluorescence microscopy in viable tissue. Clin Cancer Res 2008;14:2396-404.
25. McGee S, Mirkovic J, Mardirossian V, et al. Model-based spectroscopic analysis of the oral cavity: impact of anatomy. J Biomed Opt 2008;13:064034.
26. Mallia RJ, Thomas SS, Mathews A, et al. Oxygenated hemoglobin diffuse reflectance ratio for in vivo detection of oral pre-cancer. J Biomed Opt 2008;13:041306.
27. Mueller MM, Fusenig NE. Tumor-stroma interactions directing phenotype and progression of epithelial skin tumor cells. Differentiation 2002;70:486-97.
28. de Veld DCG, Skurichina M, Witjes MJH, Duin RPW, Sterenborg HJCM, Roodenburg JLN. Autofluorescence and diffuse reflectance spectroscopy for oral oncology. Lasers Surg Med 2005;36:356-64.
29. de Veld DCG, Skurichina M, Witjes MJH, Duin RPW, Sterenborg HJCM, Roodenburg JLN. Clinical study for classification of benign, dysplastic, and malignant oral lesions using autofluorescence spectroscopy. J Biomed Opt 2004;9:940-50.
30. Wang CY, Tsai T, Chen HM, Chen CT, Chiang CP. PLS-ANN based classification model for oral submucous fibrosis and oral carcinogenesis. Lasers Surg Med 2003;32:318-26.
31. Tunnell JW, Desjardins AE, Galindo L, et al. Instrumentation for multi-modal spectroscopic diagnosis of epithelial dysplasia. Technol Cancer Res Treat 2003;2:505-14.
32. Zonios G, Perelman LT, Backman V, et al. Diffuse reflectance spectroscopy of human adenomatous colon polyps in vivo. Appl Opt 1999;38:6628-37.
33. Müller MG, Georgakoudi I, Zhang QG, Wu J, Feld MS. Intrinsic fluorescence spectroscopy in turbid media: disentangling effects of scattering and absorption. Appl Opt 2001;40: 4633-46.
34. Mourant JR, Freyer JP, Hielscher AH, Eick AA, Shen D, Johnson TM. Mechanisms of light scattering from biological cells relevant to noninvasive optical-tissue diagnostics. Appl Opt 1998;37:3586-93.
35. Zhang Q, Müller MG, Wu J, Feld MS. Turbidity-free fluorescence spectroscopy of biological tissue. Opt Lett 2000;25: 1451-3.
36. Wilcox RR. Fundamentals of modern statistical methods: substantially improving power and accuracy. New York, NY: Springer, 2001.
37. Kleinbaum DG, Klein M, Pryor ER. Logistic regression: a self-learning text. New York, NY: Springer, 2002.
38. Perkins NJ, Schisterman EF. The inconsistency of "optimal" cutpoints obtained using two criteria based on the receiver operating characteristic curve. Am J Epidemiol 2006;163:670-5.
39. Arifler D, Pavlova I, Gillenwater A, Richards-Kortum R. Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma. Biophys J 2007;92: 3260-74.
40. Jordan RCK, Macabeo-Ong M, Shiboski CH, et al. Over-expression of matrix metalloproteinase-1 and -9 mRNA is associated with progression of oral dysplasia to cancer. Clin Cancer Res 2004;10:6460-5.
41. Tosios KI, Kapranos N, Papanicolaou SI. Loss of basement membrane components laminin and type IV collagen parallels the progression of oral epithelial neoplasia. Histopathology 1998;33:261-8.
42. Waldron CA, Shafer WG. Leukoplakia revisited. A clinicopathologic study 3256 oral leukoplakias. Cancer 1975;36: 1386-92.
43. Reichart PA, Philipsen HP. Oral erythroplakia - a review. Oral Oncol 2005;41:551-61.
44. Steinmetz KA, Potter JD. Vegetables, fruit, and cancer prevention: a review. J Am Diet Assoc 1996;96:1027-39.