Enhanced detection of oral dysplasia by structured illumination fluorescence lifetime imaging microscopy

被引:2
|
作者
Hinsdale, Taylor A. [1 ,4 ]
Malik, Bilal H. [1 ,5 ]
Cheng, Shuna [1 ]
Benavides, Oscar R. [1 ]
Giger, Maryellen L. [2 ]
Wright, John M. [3 ]
Patel, Paras B. [3 ]
Jo, Javier A. [1 ,6 ]
Maitland, Kristen C. [1 ]
机构
[1] Texas A&M Univ, Dept Biomed Engn, College Stn, TX USA
[2] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[3] Texas A&M Coll Dent, Dept Diagnost Sci, Dallas, TX USA
[4] Delft Univ Technol, Delft, Netherlands
[5] QT Imaging Inc, 3 Hamilton Landing,Suite 160, Novato, CA 94949 USA
[6] Univ Oklahoma, Dept Elect & Comp Engn, Norman, OK USA
基金
美国国家卫生研究院;
关键词
NICOTINAMIDE ADENINE-DINUCLEOTIDE; ERROR ANALYSIS; CANCER; CARCINOMA; SYSTEM;
D O I
10.1038/s41598-021-84552-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We demonstrate that structured illumination microscopy has the potential to enhance fluorescence lifetime imaging microscopy (FLIM) as an early detection method for oral squamous cell carcinoma. FLIM can be used to monitor or detect changes in the fluorescence lifetime of metabolic cofactors (e.g. NADH and FAD) associated with the onset of carcinogenesis. However, out of focus fluorescence often interferes with this lifetime measurement. Structured illumination fluorescence lifetime imaging (SI-FLIM) addresses this by providing depth-resolved lifetime measurements, and applied to oral mucosa, can localize the collected signal to the epithelium. In this study, the hamster model of oral carcinogenesis was used to evaluate SI-FLIM in premalignant and malignant oral mucosa. Cheek pouches were imaged in vivo and correlated to histopathological diagnoses. The potential of NADH fluorescence signal and lifetime, as measured by widefield FLIM and SI-FLIM, to differentiate dysplasia (pre-malignancy) from normal tissue was evaluated. ROC analysis was carried out with the task of discriminating between normal tissue and mild dysplasia, when changes in fluorescence characteristics are localized to the epithelium only. The results demonstrate that SI-FLIM (AUC=0.83) is a significantly better (p-value=0.031) marker for mild dysplasia when compared to widefield FLIM (AUC=0.63).
引用
收藏
页数:11
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