3D Fluorescence Spectroscopy Combined With Chemometrics as a Tool for Control of Imprinted Protein Purification From Template Molecules

被引:0
作者
Burmistrova, Natalia A. [1 ]
Ilicheva, Polina M. [1 ]
Presnyakov, Kirill Yu. [1 ]
Pidenko, Pavel S. [1 ]
Rutledge, Douglas N. [2 ,3 ]
机构
[1] Saratov NG Chernyshevskii State Univ, Inst Chem, Saratov, Russia
[2] Museum Natl Hist Nat, Unite Mol Commun & Adaptat Microorganismes, Paris, France
[3] Univ Paris Saclay, Fac Pharm, Orsay, France
基金
俄罗斯科学基金会;
关键词
chemometrics; fluorescence; imprinted protein; independent components analysis; PARAFAC; principal component analysis; INDEPENDENT COMPONENTS-ANALYSIS; NACL;
D O I
10.1002/cem.3622
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Imprinted proteins (IPs) are promising alternatives to natural recognition systems, such as biological receptors or antibodies. One of the crucial stages during development of IPs is removal of the template molecules from its complex with the protein. In this study, bovine serum albumin was imprinted in the presence of 4-hydroxycoumarin (4-HC); purification of IPs were carried out by dialysis, and fluorescence 3D spectroscopy was used to monitor the IP purification process. Excitation-emission matrix (EEM) was further investigated via several chemometric algorithms (principal component analysis [PCA], parallel factor analysis [PARAFAC], and independent components analysis [ICA]). We found that the models using PARAFAC and ICA worked better than those of PCA. It was shown that PARAFAC and ICA analyses allow not only to recognize IP sample with signal close to nonimprinted protein, but also to provide recommendations on the optimal dialysis time.
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页数:7
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