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A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels

Aflatoxin contamination of maize is a major food safety issue worldwide. The problem is of special significance in African countries because maize is a staple food. This manuscript describes a low-cost, portable, non-invasive device for detecting and sorting aflatoxin-contaminated maize kernels. We...

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Detalles Bibliográficos
Autores principales: Yao, Haibo, Zhu, Fengle, Kincaid, Russell, Hruska, Zuzana, Rajasekaran, Kanniah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10058786/
https://www.ncbi.nlm.nih.gov/pubmed/36977088
http://dx.doi.org/10.3390/toxins15030197
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author Yao, Haibo
Zhu, Fengle
Kincaid, Russell
Hruska, Zuzana
Rajasekaran, Kanniah
author_facet Yao, Haibo
Zhu, Fengle
Kincaid, Russell
Hruska, Zuzana
Rajasekaran, Kanniah
author_sort Yao, Haibo
collection PubMed
description Aflatoxin contamination of maize is a major food safety issue worldwide. The problem is of special significance in African countries because maize is a staple food. This manuscript describes a low-cost, portable, non-invasive device for detecting and sorting aflatoxin-contaminated maize kernels. We developed a prototype employing a modified, normalized difference fluorescence index (NDFI) detection method to identify potentially aflatoxin-contaminated maize kernels. Once identified, these contaminated kernels can be manually removed by the user. The device consists of a fluorescence excitation light source, a tablet for image acquisition, and detection/visualization software. Two experiments using maize kernels artificially infected with toxigenic Aspergillus flavus were implemented to evaluate the performance and efficiency of the device. The first experiment utilized highly contaminated kernels (71.18 ppb), while mildly contaminated kernels (1.22 ppb) were used for the second experiment. Evidently, the combined approach of detection and sorting was effective in reducing aflatoxin levels in maize kernels. With a maize rejection rate of 1.02% and 1.34% in the two experiments, aflatoxin reduction was achieved at 99.3% and 40.7%, respectively. This study demonstrated the potential of using this low-cost and non-invasive fluorescence detection technology, followed by manual sorting, to significantly reduce aflatoxin levels in maize samples. This technology would be beneficial to village farmers and consumers in developing countries by enabling safer foods that are free of potentially lethal levels of aflatoxins.
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spelling pubmed-100587862023-03-30 A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels Yao, Haibo Zhu, Fengle Kincaid, Russell Hruska, Zuzana Rajasekaran, Kanniah Toxins (Basel) Article Aflatoxin contamination of maize is a major food safety issue worldwide. The problem is of special significance in African countries because maize is a staple food. This manuscript describes a low-cost, portable, non-invasive device for detecting and sorting aflatoxin-contaminated maize kernels. We developed a prototype employing a modified, normalized difference fluorescence index (NDFI) detection method to identify potentially aflatoxin-contaminated maize kernels. Once identified, these contaminated kernels can be manually removed by the user. The device consists of a fluorescence excitation light source, a tablet for image acquisition, and detection/visualization software. Two experiments using maize kernels artificially infected with toxigenic Aspergillus flavus were implemented to evaluate the performance and efficiency of the device. The first experiment utilized highly contaminated kernels (71.18 ppb), while mildly contaminated kernels (1.22 ppb) were used for the second experiment. Evidently, the combined approach of detection and sorting was effective in reducing aflatoxin levels in maize kernels. With a maize rejection rate of 1.02% and 1.34% in the two experiments, aflatoxin reduction was achieved at 99.3% and 40.7%, respectively. This study demonstrated the potential of using this low-cost and non-invasive fluorescence detection technology, followed by manual sorting, to significantly reduce aflatoxin levels in maize samples. This technology would be beneficial to village farmers and consumers in developing countries by enabling safer foods that are free of potentially lethal levels of aflatoxins. MDPI 2023-03-04 /pmc/articles/PMC10058786/ /pubmed/36977088 http://dx.doi.org/10.3390/toxins15030197 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yao, Haibo
Zhu, Fengle
Kincaid, Russell
Hruska, Zuzana
Rajasekaran, Kanniah
A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title_full A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title_fullStr A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title_full_unstemmed A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title_short A Low-Cost, Portable Device for Detecting and Sorting Aflatoxin-Contaminated Maize Kernels
title_sort low-cost, portable device for detecting and sorting aflatoxin-contaminated maize kernels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10058786/
https://www.ncbi.nlm.nih.gov/pubmed/36977088
http://dx.doi.org/10.3390/toxins15030197
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