唾液
拉曼光谱
表面增强拉曼光谱
主成分分析
肺癌
线性判别分析
化学
光谱学
核酸
分析化学(期刊)
拉曼散射
色谱法
病理
医学
生物化学
光学
数学
物理
量子力学
统计
作者
Xiaozhou Li,Yang Tian,Jianhua Ding
出处
期刊:PubMed
日期:2012-02-01
卷期号:32 (2): 391-3
被引量:9
摘要
Surface enhanced Raman spectroscopy (SERS) has shown the advantage of detecting low concentration biofluids presently. Saliva SERS of 21 lung cancer patients and 22 normal people were measured and differentiated in the present paper. Intensities of most peaks of lung cancer patients are weaker than that of normal people, while some stronger but with a small change rate. Those peaks were assigned to proteins and nucleic acids which indicate a corresponding decrease of those substances in saliva. Principal component analysis (PCA) and linear discriminant analysis (LDA) were used to deduce and discriminate the two groups of data, resulting in accuracy, sensitivity, and specificity being 84%, 94%, and 81%, respectively.
科研通智能强力驱动
Strongly Powered by AbleSci AI