Application of Chemometrics in Biosensing: A Brief Review

被引:27
作者
Martynko, Ekaterina [1 ]
Kirsanov, Dmitry [1 ]
机构
[1] St Petersburg State Univ, Inst Chem, Appl Chemometr Lab, St Petersburg 198504, Peterhoff, Russia
来源
BIOSENSORS-BASEL | 2020年 / 10卷 / 08期
基金
俄罗斯科学基金会;
关键词
biosensor; chemometrics; multivariate regression; classification; PCA; PLS; ANN; AMPEROMETRIC BIOSENSOR; BIOELECTRONIC TONGUE; PHOTOBACTERIUM-PHOSPHOREUM; ELECTROCHEMICAL BIOSENSORS; ANALYTICAL FIGURES; PHENOLIC-COMPOUNDS; IMPRINTED POLYMER; ARRAY; MIXTURES; TOXICITY;
D O I
10.3390/bios10080100
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The field of biosensing is rapidly developing, and the number of novel sensor architectures and different sensing elements is growing fast. One of the most important features of all biosensors is their very high selectivity stemming from the use of bioreceptor recognition elements. The typical calibration of a biosensor requires simple univariate regression to relate a response value with an analyte concentration. Nevertheless, dealing with complex real-world sample matrices may sometimes lead to undesired interference effects from various components. This is where chemometric tools can do a good job in extracting relevant information, improving selectivity, circumventing a non-linearity in a response. This brief review aims to discuss the motivation for the application of chemometric tools in biosensing and provide some examples of such applications from the recent literature.
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收藏
页数:20
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