Multimodal fluorescence imaging and spectroscopic techniques for oral cancer screening: a real-time approach

被引:6
作者
Thapa, Pramila [1 ]
Singh, Veena [1 ]
Bhatt, Sunil [1 ]
Maurya, Kiran [2 ]
Kumar, Virendra [1 ]
Nayyar, Vivek [2 ]
Jot, Kiran [2 ]
Mishra, Deepika [2 ]
Shrivastava, Anurag [3 ]
Mehta, Dalip Singh [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Phys, Biophoton & Green photon Lab, New Delhi 110016, India
[2] All India Inst Med Sci AIIMS, Ctr Dent Educ & Res, Dept Oral Pathol & Microbiol, New Delhi 110029, India
[3] All India Inst Med Sci AIIMS, Dept Surg Disciplines, New Delhi 110029, India
关键词
autofluorescence; fluorescence; OSCC; OPMD; red-shift; spectroscopy; imaging; POTENTIALLY MALIGNANT DISORDERS; MICROSCOPY; BENIGN;
D O I
10.1088/2050-6120/acf6ac
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The survival rate of oral squamous cell carcinoma (OSCC) patients is very poor, but it can be improved using highly sensitive, specific, and accurate techniques. Autofluorescence and fluorescence techniques are very sensitive and helpful in cancer screening; being directly linked with the molecular levels of human tissue, they can be used as a quantitative tool for cancer detection. Here, we report the development of multi-modal autofluorescence and fluorescence imaging and spectroscopic (MAF-IS) smartphone-based systems for fast and real-time oral cancer screening. MAF-IS system is indigenously developed and offers the advantages of being a low-cost, handy, non-contact, non-invasive, and easily operable device that can be employed in hospitals, including low-resource settings. In this study, we report the results of 43 individuals with 28 OSCC and 15 oral potentially malignant disorders (OPMDs), i.e., epithelial dysplasia and oral submucous fibrosis, using the developed devices. We observed a red shift in fluorescence emission spectra in vivo. We found red-shift of 7.72 +/- 6 nm, 3 +/- 4.36 nm, and 1.33 +/- 0.47 nm in the case of OSCC, epithelial dysplasia, and oral submucous fibrosis, respectively, compared to normal. The results were compared with histopathology and found to be consistent. Further, the MAF-IS system provides results in real-time with higher accuracy and sensitivity compared to devices using a single modality. Our system can achieve an accuracy of 97% with sensitivity and specificity of 100% and 94.7%, respectively, even with a smaller number of patients (28 patients of OSCC). The proposed MAF-IS device has great potential for fast screening and diagnosis of oral cancer in the future.
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页数:13
相关论文
共 47 条
[1]   Evaluation of an autofluorescence based imaging system (VELscope™) in the detection of oral potentially malignant disorders and benign keratoses [J].
Awan, K. H. ;
Morgan, P. R. ;
Warnakulasuriya, S. .
ORAL ONCOLOGY, 2011, 47 (04) :274-277
[2]   Detection of precancerous lesions in the oral cavity using oblique polarized reflectance spectroscopy: a clinical feasibility study [J].
Bailey, Maria J. ;
Verma, Nishant ;
Fradkin, Leonid ;
Lam, Sylvia ;
MacAulay, Calum ;
Poh, Catherine ;
Markey, Mia K. ;
Sokolov, Konstantin .
JOURNAL OF BIOMEDICAL OPTICS, 2017, 22 (06)
[3]   High-resolution single-shot phase-shifting interference microscopy using deep neural network for quantitative phase imaging of biological samples [J].
Bhatt, Sunil ;
Butola, Ankit ;
Kanade, Sheetal Raosaheb ;
Kumar, Anand ;
Mehta, Dalip Singh .
JOURNAL OF BIOPHOTONICS, 2021, 14 (07)
[4]  
Borse Vivek, 2020, Sens Int, V1, P100046, DOI [10.1016/j.sintl.2020.100046, 10.1016/j.sintl.2020.100046]
[5]   Volumetric analysis of breast cancer tissues using machine learning and swept-source optical coherence tomography [J].
Butola, Ankit ;
Ahmad, Azeem ;
Dubey, Vishesh ;
Srivastava, Vishal ;
Qaiser, Darakhshan ;
Srivastava, Anurag ;
Senthilkumaran, Paramsivam ;
Mehta, Dalip Singh .
APPLIED OPTICS, 2019, 58 (05) :A135-A141
[6]   Clinical study for classification of benign, dysplastic, and malignant oral lesions using autofluorescence spectroscopy [J].
de Veld, DCG ;
Skurichina, M ;
Witjes, MJH ;
Duin, RPW ;
Sterenborg, HJCM ;
Roodenburg, JLN .
JOURNAL OF BIOMEDICAL OPTICS, 2004, 9 (05) :940-950
[7]   Low coherence quantitative phase microscopy with machine learning model and Raman spectroscopy for the study of breast cancer cells and their classification [J].
Dubey, Vishesh ;
Ahmad, Azeem ;
Butola, Ankit ;
Qaiser, Darakhshan ;
Srivastava, Anurag ;
Mehta, Dalip Singh .
APPLIED OPTICS, 2019, 58 (05) :A112-A119
[8]   LIF spectroscopy of stained malignant breast tissues [J].
Ghasemi, Fatemeh ;
Parvin, Parviz ;
Motlagh, Najme Sadat Hosseini ;
Abachi, Shahriar .
BIOMEDICAL OPTICS EXPRESS, 2017, 8 (02) :512-523
[9]   Endogenous porphyrin fluorescence as a biomarker for monitoring the anti-angiogenic effect in antitumor response to hesperetin loaded nanoparticles in experimental oral carcinogenesis [J].
Gurushankar, K. ;
Nazeer, Shaiju S. ;
Gohulkumar, M. ;
Jayasree, Ramapurath S. ;
Nirmal, Madhavan R. ;
Krishnakumar, N. .
RSC ADVANCES, 2014, 4 (87) :46896-46906
[10]  
Hamblin MR., 2019, Sci. Rep, V9, P1