Chemometrics-assisted microfluidic paper-based analytical device for the determination of uric acid by silver nanoparticle plasmon resonance

被引:26
|
作者
Hamedpour, Vahid [1 ]
Postma, Geert J. [2 ]
van den Heuvel, Edwin [3 ]
Jansen, Jeroen J. [2 ]
Suzuki, Koji [1 ]
Citterio, Daniel [1 ]
机构
[1] Keio Univ, Fac Sci & Technol, Dept Appl Chem, Kohoku Ku, 3-14-1 Hiyoshi, Yokohama, Kanagawa 2238522, Japan
[2] Radboud Univ Nijmegen, Inst Mol & Mat, Dept Analyt Chem, POB 9010, NL-6500 GL Nijmegen, Netherlands
[3] Eindhoven Univ Technol, Dept Math & Comp Sci, POB 513, NL-5600 MB Eindhoven, Netherlands
关键词
Box-Behnken design; Response surface methodology; Partial least squares discriminant analysis; Microfluidic paper-based analytical device; Silver nanoparticles; Uric acid; OPTIMIZATION; SERUM; ASSAY; PLATFORM; SENSOR; TIME;
D O I
10.1007/s00216-018-0879-z
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
This manuscript reports on the application of chemometric methods for the development of an optimized microfluidic paper-based analytical device (mu PAD). As an example, we applied chemometric methods for both device optimization and data processing of results of a colorimetric uric acid assay. Box-Behnken designs (BBD) were utilized for the optimization of the device geometry and the amount of thermal inkjet-deposited assay reagents, which affect the assay performance. Measurement outliers were detected in real time by partial least squares discriminant analysis (PLS-DA) of scanned images. The colorimetric assay mechanism is based on the on-device formation of silver nanoparticles (AgNPs) through the interaction of uric acid, ammonia, and poly(vinyl alcohol) with silver ions under mild basic conditions. The yellow color originating from visible light absorption by localized surface plasmon resonance of AgNPs can be detected by the naked eye or, more quantitatively, with a simple flat-bed scanner. Under optimized conditions, the linearity of the calibration curve ranges from 0.1-5 x 10(-3) mol L-1 of uric acid with a limit of detection of 33.9 x 10(-6) mol L-1 and a relative standard of deviation 4.5% (n = 3 for determination of 5.0 x 10(-3) mol L-1 uric acid).
引用
收藏
页码:2305 / 2313
页数:9
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