Real-time calibrating polarization-sensitive diffuse reflectance handheld probe characterizes clinically relevant anatomical locations of oral tissue in vivo

被引:2
作者
Wang, Jianfeng [1 ,2 ]
机构
[1] Beijingy Inst Technol, Sch Opt & Photon, Minist Educ China, Key Lab Photoelect Imaging Technol & Syst, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Inst Engn Med, Beijing 100081, Peoples R China
关键词
EPITHELIAL TISSUE; SPECTROSCOPY; DIAGNOSIS; CANCER; LIGHT;
D O I
10.1364/BOE.443652
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We report on the development of a unique real-time calibrating polarization-sensitive diffuse reflectance (rcPS-DR) handheld probe, and demonstrate its diagnostic potential through in-depth characterization and differentiation of clinically relevant anatomical locations of the oral cavity (i.e., alveolar process, lateral tongue and floor of mouth that account for 80% of all cases of oral squamous cell carcinoma) in vivo. With an embedded calibrating polytetrafluoroethylene (PTFE) optical diffuser, the PS-DR spectra bias arising from instrument response, time-dependent intensity fluctuation and fiber bending is calibrated through real-time measurement of the PS-DR system response function. A total of 554 in vivo rcPS-DR spectra were acquired from different oral tissue sites (alveolar process, n = 226, lateral tongue, n = 150 and floor of mouth, n = 178) of 14 normal subjects. Significantly (P<0.05, unpaired 2-sided Student's t-test) different spectral ratio (I-540/I-575) representing oxygenated hemoglobin contents were found among the alveolar process, lateral tongue and floor of mouth. Further partial least squares discriminant analysis (PLS-DA) and leave-one-out, cross validation (LOOCV) show that, synergizing the complementary information of the two real-time calibrated orthogonal-polarized PS-DR spectra, the rcPS-DR technique is found to better differentiate alveolar process, lateral tongue, and the floor of mouth (accuracies of 88.2%, 83.9%, 84.4%, sensitivities of 80.5%, 75.8%, 78% and specificities of 93.5%, 87.7/c, 86.8%) than standard DR (accuracies of 80.8%, 72.9%, 68.5%, sensitivities of 63.2%, 41.5%, 81.3% and specificities of 92.9%, 87.7%, 63.8%) without PS detection. This work showed the feasibility of the rcPS-DR probe as a tool for studying oral cavity lesions in real clinical applications. (C) 2021 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:105 / 116
页数:12
相关论文
共 36 条
[1]   Discrimination between Oral Cancer and Healthy Tissue Based on Water Content Determined by Raman Spectroscopy [J].
Barroso, E. M. ;
Smits, R. W. H. ;
Schut, T. C. Bakker ;
ten Hove, I. ;
Hardillo, J. A. ;
Wolvius, E. B. ;
de Jong, R. J. Baatenburg ;
Koljenovic, S. ;
Puppels, G. J. .
ANALYTICAL CHEMISTRY, 2015, 87 (04) :2419-2426
[2]   Toward complete oral cavity cancer resection using a handheld diffuse reflectance spectroscopy probe [J].
de Koning, Susan G. Brouwer ;
Baltussen, Elisabeth J. M. ;
Karakullukcu, M. Baris ;
Dashtbozorg, Behdad ;
Smit, Laura A. ;
Dirven, Richard ;
Hendriks, Benno H. W. ;
Sterenborg, Henricus J. C. M. ;
Ruers, Theo J. M. .
JOURNAL OF BIOMEDICAL OPTICS, 2018, 23 (12)
[3]   Skin Complications of Diabetes Mellitus Revealed by Polarized Hyperspectral Imaging and Machine Learning [J].
Dremin, Viktor ;
Marcinkevics, Zbignevs ;
Zherebtsov, Evgeny ;
Popov, Alexey ;
Grabovskis, Andris ;
Kronberga, Hedviga ;
Geldnere, Kristine ;
Doronin, Alexander ;
Meglinski, Igor ;
Bykov, Alexander .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 40 (04) :1207-1216
[4]   In vivo assessment of liver fibrosis using diffuse reflectance and fluorescence spectroscopy: A proof of concept [J].
Fabila, Diego ;
Manuel de la Rosa, Jose ;
Stolik, Suren ;
Moreno, Edgard ;
Suarez-Alvarez, Karina ;
Lopez-Navarrete, Giuliana ;
Guzman, Carolina ;
Aguirre-Garcia, Jesus ;
Acevedo-Garcia, Christian ;
Kershenobich, David ;
Escobedo, Galileo .
PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2012, 9 (04) :376-382
[5]   Imaging human epithelial properties with polarized light-scattering spectroscopy [J].
Gurjar, RS ;
Backman, V ;
Perelman, LT ;
Georgakoudi, I ;
Badizadegan, K ;
Itzkan, I ;
Dasari, RR ;
Feld, MS .
NATURE MEDICINE, 2001, 7 (11) :1245-1248
[6]   Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks [J].
Hahoek, Martin ;
Little, James, V ;
Wang, Xu ;
Chen, Amy Y. ;
Fei, Baowei .
JOURNAL OF BIOMEDICAL OPTICS, 2019, 24 (03)
[7]   Diffuse reflectance spectroscopy: diagnostic accuracy of a non-invasive screening technique for early detection of malignant changes in the oral cavity [J].
Jayanthi, J. L. ;
Nisha, G. U. ;
Manju, S. ;
Philip, E. K. ;
Jeemon, P. ;
Baiju, K. V. ;
Beena, V. T. ;
Subhash, N. .
BMJ OPEN, 2011, 1 (01)
[8]   Depth sensitive oblique polarized reflectance spectroscopy of oral epithelial tissue [J].
Jimenez, Maria K. ;
Lam, Sylvia ;
Poh, Catherine ;
Sokolov, Konstantin .
TRANSLATIONAL BIOPHOTONICS, 2014, 9155
[9]   Diagnosis of oral precancer with optical coherence tomography [J].
Lee, Cheng-Kuang ;
Chi, Ting-Ta ;
Wu, Chiung-Ting ;
Tsai, Meng-Tsan ;
Chiang, Chun-Pin ;
Yang, Chih-Chung .
BIOMEDICAL OPTICS EXPRESS, 2012, 3 (07) :1632-1646
[10]   Integrated autofluorescence endoscopic imaging and point-wise spectroscopy for real-time in vivo tissue measurements [J].
Lin, Kan ;
Zheng, Wei ;
Huang, Zhiwei .
JOURNAL OF BIOMEDICAL OPTICS, 2010, 15 (04)