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Biosensors Based on Acetylcholinesterase Immobilized on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos and Carbaryl
[Image: see text] This work aims at evaluating a utilization of diverse clay mineral/gold nanoparticles/acetylcholinesterase (clay/AuNPs/AChE) biosensors by using principal component analysis (PCA) for the discrimination of pesticide types and their concentration levels both in the synthetic and rea...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647858/ https://www.ncbi.nlm.nih.gov/pubmed/36385833 http://dx.doi.org/10.1021/acsomega.2c03899 |
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author | Phongphut, Angkana Chayasombat, Bralee Cass, Anthony E. G. Phisalaphong, Muenduen Prichanont, Seeroong Thanachayanont, Chanchana Chodjarusawad, Thanawee |
author_facet | Phongphut, Angkana Chayasombat, Bralee Cass, Anthony E. G. Phisalaphong, Muenduen Prichanont, Seeroong Thanachayanont, Chanchana Chodjarusawad, Thanawee |
author_sort | Phongphut, Angkana |
collection | PubMed |
description | [Image: see text] This work aims at evaluating a utilization of diverse clay mineral/gold nanoparticles/acetylcholinesterase (clay/AuNPs/AChE) biosensors by using principal component analysis (PCA) for the discrimination of pesticide types and their concentration levels both in the synthetic and real samples. Applications of simple and low-cost clay/AuNP composites of different characteristics as modified-electrode materials are highlighted. Four types of clay minerals, namely, platelike kaolinite (Kaol: 1:1 aluminum phyllosilicate), globular montmorillonite (Mt: 2:1 aluminum phyllosilicate), globular bentonite (Bent: 2:1 aluminum phyllosilicate), and fibrous sepiolite (Sep: 2:1 inverted ribbons of magnesium phyllosilicate), were selected as the base materials. Due to the distinct characteristics of the selected clay, the derived clay/AuNP composites resulted in different physical morphologies, AuNP sizes and loadings, matrix hydrophobicity, and active AChE loading per electrode. These, in turn, caused divergent electrochemical responses for the pesticide determination; hence, no other enzymes apart from AChE were necessary for the fabrication of distinct biosensors. Physical and chemical characterizations of clay/AuNPs were conducted using scanning electron microscopy, transmission electron microscopy, thermogravimetric analysis, and X-ray photoelectron spectroscopy techniques. The electrochemical information was recorded by cyclic voltammetry and amperometry techniques. The enzyme inhibition results obtained from the pesticides were treated and used as input data to obtain PCA results. The four fabricated clay/AuNPs/AChE biosensors were able to discriminate chlorpyrifos and carbaryl and their concentration levels for synthetic pesticides and real samples. It was disclosed that a high enzyme inhibition and a high hydrophobic modified-electrode material affect a highly sensitive pesticide biosensor. The hydrophobic/hydrophilic character of the modified-electrode material plays a major role in discriminating the pesticide types and their concentration levels by the proposed single-enzyme sensor system. The PCA results illustrated that PC2 described the different types of pesticides, and PC1 showed the level of pesticide concentration with high first two principal components. The mixed pesticides could be identified at an especially low total concentration of 0.5 ng/mL in real samples. |
format | Online Article Text |
id | pubmed-9647858 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-96478582022-11-15 Biosensors Based on Acetylcholinesterase Immobilized on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos and Carbaryl Phongphut, Angkana Chayasombat, Bralee Cass, Anthony E. G. Phisalaphong, Muenduen Prichanont, Seeroong Thanachayanont, Chanchana Chodjarusawad, Thanawee ACS Omega [Image: see text] This work aims at evaluating a utilization of diverse clay mineral/gold nanoparticles/acetylcholinesterase (clay/AuNPs/AChE) biosensors by using principal component analysis (PCA) for the discrimination of pesticide types and their concentration levels both in the synthetic and real samples. Applications of simple and low-cost clay/AuNP composites of different characteristics as modified-electrode materials are highlighted. Four types of clay minerals, namely, platelike kaolinite (Kaol: 1:1 aluminum phyllosilicate), globular montmorillonite (Mt: 2:1 aluminum phyllosilicate), globular bentonite (Bent: 2:1 aluminum phyllosilicate), and fibrous sepiolite (Sep: 2:1 inverted ribbons of magnesium phyllosilicate), were selected as the base materials. Due to the distinct characteristics of the selected clay, the derived clay/AuNP composites resulted in different physical morphologies, AuNP sizes and loadings, matrix hydrophobicity, and active AChE loading per electrode. These, in turn, caused divergent electrochemical responses for the pesticide determination; hence, no other enzymes apart from AChE were necessary for the fabrication of distinct biosensors. Physical and chemical characterizations of clay/AuNPs were conducted using scanning electron microscopy, transmission electron microscopy, thermogravimetric analysis, and X-ray photoelectron spectroscopy techniques. The electrochemical information was recorded by cyclic voltammetry and amperometry techniques. The enzyme inhibition results obtained from the pesticides were treated and used as input data to obtain PCA results. The four fabricated clay/AuNPs/AChE biosensors were able to discriminate chlorpyrifos and carbaryl and their concentration levels for synthetic pesticides and real samples. It was disclosed that a high enzyme inhibition and a high hydrophobic modified-electrode material affect a highly sensitive pesticide biosensor. The hydrophobic/hydrophilic character of the modified-electrode material plays a major role in discriminating the pesticide types and their concentration levels by the proposed single-enzyme sensor system. The PCA results illustrated that PC2 described the different types of pesticides, and PC1 showed the level of pesticide concentration with high first two principal components. The mixed pesticides could be identified at an especially low total concentration of 0.5 ng/mL in real samples. American Chemical Society 2022-10-26 /pmc/articles/PMC9647858/ /pubmed/36385833 http://dx.doi.org/10.1021/acsomega.2c03899 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Phongphut, Angkana Chayasombat, Bralee Cass, Anthony E. G. Phisalaphong, Muenduen Prichanont, Seeroong Thanachayanont, Chanchana Chodjarusawad, Thanawee Biosensors Based on Acetylcholinesterase Immobilized on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos and Carbaryl |
title | Biosensors Based on Acetylcholinesterase Immobilized
on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos
and Carbaryl |
title_full | Biosensors Based on Acetylcholinesterase Immobilized
on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos
and Carbaryl |
title_fullStr | Biosensors Based on Acetylcholinesterase Immobilized
on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos
and Carbaryl |
title_full_unstemmed | Biosensors Based on Acetylcholinesterase Immobilized
on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos
and Carbaryl |
title_short | Biosensors Based on Acetylcholinesterase Immobilized
on Clay–Gold Nanocomposites for the Discrimination of Chlorpyrifos
and Carbaryl |
title_sort | biosensors based on acetylcholinesterase immobilized
on clay–gold nanocomposites for the discrimination of chlorpyrifos
and carbaryl |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647858/ https://www.ncbi.nlm.nih.gov/pubmed/36385833 http://dx.doi.org/10.1021/acsomega.2c03899 |
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