| Literature DB >> 29030944 |
Xueliang Lin1, Duo Lin1,2, Xiaosong Ge1, Sufang Qiu3, Shangyuan Feng1, Rong Chen1.
Abstract
The present study evaluated the capability of saliva analysis combining membrane protein purification with surface-enhanced Raman spectroscopy (SERS) for noninvasive detection of nasopharyngeal carcinoma (NPC). A rapid and convenient protein purification method based on cellulose acetate membrane was developed. A total of 659 high-quality SERS spectra were acquired from purified proteins extracted from the saliva samples of 170 patients with pathologically confirmed NPC and 71 healthy volunteers. Spectral analysis of those saliva protein SERS spectra revealed specific changes in some biochemical compositions, which were possibly associated with NPC transformation. Furthermore, principal component analysis combined with linear discriminant analysis (PCA-LDA) was utilized to analyze and classify the saliva protein SERS spectra from NPC and healthy subjects. Diagnostic sensitivity of 70.7%, specificity of 70.3%, and diagnostic accuracy of 70.5% could be achieved by PCA-LDA for NPC identification. These results show that this assay based on saliva protein SERS analysis holds promising potential for developing a rapid, noninvasive, and convenient clinical tool for NPC screening. (2017) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE).Entities:
Keywords: nasopharyngeal carcinoma detection; principal component analysis combined with linear discriminant analysis; saliva protein; surface-enhanced Raman spectroscopy
Mesh:
Substances:
Year: 2017 PMID: 29030944 DOI: 10.1117/1.JBO.22.10.105004
Source DB: PubMed Journal: J Biomed Opt ISSN: 1083-3668 Impact factor: 3.170