Effect of Diffusion Limitations on Multianalyte Determination from Biased Biosensor Response

被引:12
|
作者
Baronas, Romas [1 ]
Kulys, Juozas [2 ]
Lancinskas, Algirdas [3 ]
Zilinskas, Antanas [3 ]
机构
[1] Vilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, Lithuania
[2] Vilnius State Univ, Inst Biochem, LT-08662 Vilnius, Lithuania
[3] Vilnius State Univ, Inst Math & Informat, LT-08663 Vilnius, Lithuania
来源
SENSORS | 2014年 / 14卷 / 03期
关键词
biosensor; quantitative analysis; mixture; modeling; simulation; noise; optimization; ARTIFICIAL NEURAL-NETWORKS; AMPEROMETRIC BIOSENSOR; CHEMOMETRICS; MIXTURES; ENZYME; KINETICS; OPTIMIZATION; ELECTRODES; RESOLUTION; TRANSPORT;
D O I
10.3390/s140304634
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The optimization-based quantitative determination of multianalyte concentrations from biased biosensor responses is investigated under internal and external diffusion-limited conditions. A computational model of a biocatalytic amperometric biosensor utilizing a mono-enzyme-catalyzed (nonspecific) competitive conversion of two substrates was used to generate pseudo-experimental responses to mixtures of compounds. The influence of possible perturbations of the biosensor signal, due to a white noise-and temperature-induced trend, on the precision of the concentration determination has been investigated for different configurations of the biosensor operation. The optimization method was found to be suitable and accurate enough for the quantitative determination of the concentrations of the compounds from a given biosensor transient response. The computational experiments showed a complex dependence of the precision of the concentration estimation on the relative thickness of the outer diffusion layer, as well as on whether the biosensor operates under diffusion-or kinetics-limited conditions. When the biosensor response is affected by the induced exponential trend, the duration of the biosensor action can be optimized for increasing the accuracy of the quantitative analysis.
引用
收藏
页码:4634 / 4656
页数:23
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