Hyperspectral Raman microscopy can accurately differentiate single cells of different human thyroid nodules.
Autor: | de Oliveira MAS; Department of Pathology & Laboratory Medicine, Univ. of California Davis, Sacramento, CA 95817, USA., Campbell M; Department of Surgery, Univ. of California Davis, Sacramento, CA 95817, USA., Afify AM; Department of Pathology & Laboratory Medicine, Univ. of California Davis, Sacramento, CA 95817, USA., Huang EC; Department of Pathology, Univ. of Washington, Seattle, WA 98104, USA.; ECH and JWC contributed equally as senior authors., Chan JW; Department of Pathology & Laboratory Medicine, Univ. of California Davis, Sacramento, CA 95817, USA.; ECH and JWC contributed equally as senior authors. |
---|---|
Jazyk: | angličtina |
Zdroj: | Biomedical optics express [Biomed Opt Express] 2019 Aug 05; Vol. 10 (9), pp. 4411-4421. Date of Electronic Publication: 2019 Aug 05 (Print Publication: 2019). |
DOI: | 10.1364/BOE.10.004411 |
Abstrakt: | We report on the use of line-scan hyperspectral Raman microscopy in combination with multivariate statistical analyses for identifying and classifying single cells isolated from clinical samples of human thyroid nodules based on their intrinsic Raman spectral signatures. A total of 248 hyperspectral Raman images of single cells from benign thyroid (n = 127) and classic variant of papillary carcinoma (n = 121) nodules were collected. Spectral differences attributed to phenylalanine, tryptophan, proteins, lipids, and nucleic acids were identified for benign and papillary carcinoma cells. Using principal component analysis and linear discriminant analysis, cells were identified with 97% diagnostic accuracy. In addition, preliminary data of cells from follicular adenoma (n = 20), follicular carcinoma (n = 25), and follicular variant of papillary carcinoma (n = 18) nodules suggest the feasibility of further discrimination of subtypes. Our findings indicate that hyperspectral Raman microscopy can potentially be developed into an objective approach for analyzing single cells from fine needle aspiration (FNA) biopsies to enable the minimally invasive diagnosis of "indeterminate" thyroid nodules and other challenging cases. Competing Interests: The authors declare no conflicts of interest. (© 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement.) |
Databáze: | MEDLINE |
Externí odkaz: |