Classification of cytological samples from oral potentially malignant lesions through Raman spectroscopy: A pilot study

被引:5
作者
Behl, Isha [1 ,2 ]
Calado, Genecy [1 ,2 ]
Vishwakarma, Anika [1 ,2 ]
Traynor, Damien [1 ,2 ]
Flint, Stephen [4 ]
Galvin, Sheila [4 ]
Healy, Claire M. [4 ]
Pimentel, Marina Leite [5 ]
Malkin, Alison [3 ]
Byrne, Hugh J. [6 ]
Lyng, Fiona M. [1 ,2 ]
机构
[1] Technol Univ Dublin, Ctr Radiat & Environm Sci, FOCAS Res Inst, 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 potentially malignant lesions; Low grade dysplasia; High grade dysplasia; Binary grading system; Raman microspectroscopy; Brush biopsy; Cytological samples; Sensitivity; Specificity; BUCCAL MUCOSA; CANCER;
D O I
10.1016/j.saa.2021.120437
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
The potential of Raman microspectroscopy of exfoliated cells has been demonstrated for oral cancer diag-nosis. In this study, brush biopsies were collected from the buccal mucosa/tongue of healthy donors (n = 31) and from oral mucosal dysplastic lesions (n = 31 patients). Raman spectra were acquired and subjected to partial least squares-discriminant analysis (PLS-DA). The patient samples could be differen-tiated from healthy donor samples with 96% sensitivity and 95% specificity. Furthermore, PLS-DA models were developed based on cytopathological and histopathological assessment. Low and high grade dys-plasia could be discriminated with 64% sensitivity and 65% specificity based on cytopathological assess-ment, while 81% sensitivity and 86% specificity could be achieved when histopathological assessment was within six months of the brush biopsy sampling. Therefore, this explorative study has successfully demonstrated that Raman spectroscopy may have a role in monitoring patients with dysplasia and may reduce the need for multiple biopsies. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:11
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