Detection and identification of leukemic and normal cells using Raman spectroscopy and multivariate statistical analysis

被引:1
作者
Zhong, Weixiong [1 ]
Chen, Weiwei [1 ]
Weng, Shenghe [1 ]
Huang, Hao [2 ]
Du, Shiyuan [1 ]
Chen, Xiaohu [1 ]
Chen, Wenshan [1 ]
Ye, Liangling [1 ]
Song, Chunge [1 ]
Yu, Yun [2 ]
机构
[1] Fujian Hlth Coll, Dept Med Technol, Fuzhou, Peoples R China
[2] Fujian Univ Tradit Chinese Med, Key Lab Integrat Med Chron Dis, Synthesized Lab Integrat Med, Coll Integrat Med,Lab Pathophysiol,Fujian Prov Uni, Fuzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Raman spectroscopy; cell detection; multivariate statistical analysis; CANCER DETECTION; PROSTATE-CANCER; SERUM; DNA;
D O I
10.1080/00387010.2023.2285505
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Raman spectroscopy technique was successfully employed to study the difference between leukemic cells (Jurkat cell line) and normal human bone marrow mononuclear cells using near-infrared laser (785 nm) excitation in this study. Significant differences in Raman spectra from two kinds of cell lines showed special changes in the percentage of biochemical constituents in different cells. The obtained spectral data were used to develop diagnostic algorithms by multivariate statistical analysis, including principal component analysis combined with linear discriminate analysis. The multivariate statistical analysis method for classification between cancer and normal cells has achieved good differentiation with high diagnostic sensitivity (100%), specificity (100%), and accuracy (100%), respectively. These results showed that Raman spectroscopy is a novel, nondestructive method, that provided interesting information about the changes in biochemical properties of cells. Raman spectroscopy combined with multivariate statistical analysis can serve as a potential clinical diagnosis method of leukemia.
引用
收藏
页码:23 / 30
页数:8
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