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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10058786 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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