A pilot study for early detection of oral premalignant diseases using oral cytology and Raman micro-spectroscopy: Assessment of confounding factors

被引:14
作者
Behl, Isha [1 ,2 ]
Calado, Genecy [1 ,2 ]
Malkin, Alison [3 ]
Flint, Stephen [4 ]
Galvin, Sheila [4 ]
Healy, Claire M. [4 ]
Pimentel, Marina Leite [5 ]
Byrne, Hugh J. [6 ]
Lyng, Fiona M. [1 ,2 ]
机构
[1] Technol Univ Dublin, FOCAS Res Inst, Ctr Radiat & Environm Sci, City Campus, Dublin, Ireland
[2] Technol Univ Dublin, Sch Phys & Clin & Optometr Sci, City Campus, Dublin, Ireland
[3] Technol Univ Dublin, Sch Biol & Hlth Sci, City Campus, Dublin, Ireland
[4] Dublin Dent Univ Hosp, Trinity Coll Dublin, Oral Med Unit, Dublin, Ireland
[5] Dublin Dent Univ Hosp, Trinity Coll Dublin, Div Restorat Dent & Periodontol, Dublin, Ireland
[6] Technol Univ Dublin, FOCAS Res Inst, City Campus, Dublin, Ireland
基金
爱尔兰科学基金会;
关键词
oral brush biopsy cytological samples; oral potentially malignant lesions; partial least squares-discriminant analysis; Raman micro-spectroscopy; sensitivity and specificity; SPECTRAL CYTOPATHOLOGY; CELL CARCINOMA; CANCER; DIAGNOSIS; SMOKING;
D O I
10.1002/jbio.202000079
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
This study demonstrates the efficacy of Raman micro-spectroscopy of oral cytological samples for differentiating dysplastic, potentially malignant lesions from those of normal, healthy donors. Cells were collected using brush biopsy from healthy donors (n = 20) and patients attending a Dysplasia Clinic (n = 20). Donors were sampled at four different sites (buccal mucosa, tongue, alveolus, gingiva), to ensure matched normal sites for all lesions, while patient samples were taken from clinically evident, histologically verified dysplastic lesions. Spectra were acquired from the nucleus and cytoplasm of individual cells of all samples and subjected to partial least squares-discriminant analysis. Discriminative sensitivities of 94% and 86% and specificity of 85% were achieved for the cytoplasm and nucleus, respectively, largely based on lipidic contributions of dysplastic cells. Alveolar/gingival samples were differentiated from tongue/buccal samples, indicating that anatomical site is potentially a confounding factor, while age, gender, smoking and alcohol consumption were confirmed not to be.
引用
收藏
页数:12
相关论文
共 42 条
[1]   Efficacy of oral brush cytology in the evaluation of the oral premalignant and malignant lesions [J].
Babshet, M. ;
Nandimath, K. ;
Pervatikar, S. K. ;
Naikmasur, V. G. .
JOURNAL OF CYTOLOGY, 2011, 28 (04) :165-172
[2]   Development of methodology for Raman microspectroscopic analysis of oral exfoliated cells [J].
Behl, Isha ;
Calado, Genecy ;
Ibrahim, Ola ;
Malkin, Alison ;
Flint, Stephen ;
Byrne, Hugh J. ;
Lyng, Fiona M. .
ANALYTICAL METHODS, 2017, 9 (06) :937-948
[3]   Lipid metabolic reprogramming in cancer cells [J].
Beloribi-Djefaflia, S. ;
Vasseur, S. ;
Guillaumond, F. .
ONCOGENESIS, 2016, 5 :e189-e189
[4]   Understanding the molecular information contained in principal component analysis of vibrational spectra of biological systems [J].
Bonnier, F. ;
Byrne, H. J. .
ANALYST, 2012, 137 (02) :322-332
[5]   Partial least squares discriminant analysis: taking the magic away [J].
Brereton, Richard G. ;
Lloyd, Gavin R. .
JOURNAL OF CHEMOMETRICS, 2014, 28 (04) :213-225
[6]  
Byrne HJ, 2011, RSC ANAL SPECTROSC M, P105
[7]   Investigation of the potential of Raman spectroscopy for oral cancer detection in surgical margins [J].
Cals, Froukje L. J. ;
Schut, Tom C. Bakker ;
Hardillo, Jose A. ;
de Jong, Robert J. Baatenburg ;
Koljenovic, Senada ;
Puppels, Gerwin J. .
LABORATORY INVESTIGATION, 2015, 95 (10) :1186-1196
[8]   Lipid Microdomains in Cell Nucleus [J].
Cascianelli, Giacomo ;
Villani, Maristella ;
Tosti, Marcello ;
Marini, Francesca ;
Bartoccini, Elisa ;
Magni, Mariapia Viola ;
Albi, Elisabetta .
MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (12) :5289-5295
[9]   Micro-Raman spectroscopy detects individual neoplastic and normal hematopoietic cells [J].
Chan, JW ;
Taylor, DS ;
Zwerdling, T ;
Lane, SM ;
Ihara, K ;
Huser, T .
BIOPHYSICAL JOURNAL, 2006, 90 (02) :648-656
[10]   Molecular pathology via IR and Raman spectral imaging [J].
Diem, Max ;
Mazur, Antonella ;
Lenau, Kathleen ;
Schubert, Jen ;
Bird, Ben ;
Miljkovic, Milos ;
Krafft, Christoph ;
Popp, Juergen .
JOURNAL OF BIOPHOTONICS, 2013, 6 (11-12) :855-886