Combining chemometrics and paper-based analytical devices for sensing: An overview

被引:12
作者
Ataide, Vanessa Neiva [1 ]
Pradela Filho, Lauro Antonio [1 ]
Guinati, Barbara Guerra Souza [2 ]
Moreira, Nikaele Sousa [2 ]
Goncalves, Juliana Duarte [3 ]
Ribeiro, Camilla Machado Gentil [3 ]
Grasseschi, Daniel [3 ]
Coltro, Wendell Karlos Tomazelli [2 ,4 ]
Salles, Maiara Oliveira [3 ]
Paixa, Thiago Regis Longo Cesar [1 ,4 ]
机构
[1] Univ Sao Paulo, Dept Quim Fundamental, Inst Quim, BR-05508000 Sao Paulo, Brazil
[2] Univ Fed Goias, Inst Quim, Campus Samambaia, BR-74690900 Goiania, GO, Brazil
[3] Univ Fed Rio de Janeiro, Inst Quim, BR-21941909 Rio De Janeiro, RJ, Brazil
[4] Inst Nacl Ciencia & Tecnol Bioanalit, BR-13084971 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Paper-based analytical devices; Microfluidic analytical devices; Electrochemical paper-based devices; Colorimetric paper-based devices; Chemometrics; Combining chemometrics and sensing; Multiple detections; ENHANCED RAMAN-SPECTROSCOPY; SENSOR ARRAY; OPTOELECTRONIC NOSE; GOLD; DISCRIMINATION; IDENTIFICATION; NANOPARTICLES; SMARTPHONE; PLATFORM; DESIGN;
D O I
10.1016/j.trac.2023.117091
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Paper-based Analytical Devices (PADs) have changed the paradigm of chemical sensor development in point-of-need detection and diagnostics. Instead of the univariate method, the potentiality to extract a large quantity of information based on chemometrics techniques can enhance the well-known potential of the PADs to detect multiple analytes or discriminate and classify samples. The proposed article reviews recent progress on PADs using different analytical techniques to extract information (Colorimetric, Electrochemical, SERS, and Fluorescence) and their combination with chemometrics, demonstrating their combined advantages to generate powerful analytical platforms. The pioneering studies that significantly impacted the field of paper-based sensing are critically reviewed, along with future challenges to overcome.& COPY; 2023 Elsevier B.V. All rights reserved.
引用
收藏
页数:11
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