血红蛋白
食管癌
拉曼光谱
癌症
主成分分析
谱线
内科学
医学
胃肠病学
拉曼散射
数学
光学
物理
天文
统计
作者
Xue Zhou,Zhenqi Diao,Chunzhen Fan,Huiqiang Guo,Yang Xiong,Tang Wei-yue
出处
期刊:European Physical Journal-applied Physics
日期:2014-01-16
卷期号:65 (3): 30701-30701
被引量:2
标识
DOI:10.1051/epjap/2014130410
摘要
Surface-enhanced Raman scattering (SERS) spectra of hemoglobin from 30 esophageal cancer patients and 30 healthy persons have been detected and analyzed. The results indicate that, there are more iron ions in low spin state and less in high for the hemoglobin of esophageal cancer patients than normal persons, which is consistent with the fact that it is easier to hemolyze for the blood of cancer patients. By using principal component analysis (PCA) and discriminate analysis, we can get a three-dimensional scatter plot of PC scores from the SERS spectra of healthy persons and cancer patients, from which the two groups can be discriminated. The total accuracy of this method is 90%, while the diagnostic specificity is 93.3% and sensitivity is 86.7%. Thus SERS spectra of hemoglobin analysis combined with PCA may be a new technique for the early diagnose of esophageal cancer.
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