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Zhu R, Wu X, Wu B, Gao J. High-accuracy classification and origin traceability of peanut kernels based on near-infrared (NIR) spectroscopy using Adaboost - Maximum uncertainty linear discriminant analysis. Curr Res Food Sci 2024; 8:100766. [PMID: 38770517 PMCID: PMC11103371 DOI: 10.1016/j.crfs.2024.100766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/18/2024] [Accepted: 05/07/2024] [Indexed: 05/22/2024] Open
Abstract
Peanut kernels, known for their high nutritional value and palatability, are classified as nut food. In this study, peanut kernel samples from six distinct cities in Shandong Province, China, were examined to categorize and trace their origins. Near-infrared (NIR) spectra of samples were captured using a portable NIR-M-R2 spectrometer. After the application of Savitzky-Golay (SG) filtering, the classification was attempted using principal component analysis (PCA) plus linear discrimination analysis (LDA). Additionally, maximum uncertainty linear discriminant analysis (MLDA) was applied for comparison. A specific number of eigenvectors could respectively maximize the classification accuracies, 81.48% for PCA + LDA and 76.54% for MLDA. In order to further improve the classification accuracies, Adaboost-MLDA was proposed to develop a stronger classifier. This method, after 18 iterations, achieved remarkable effects, achieving a high accuracy of 95.06%. In a similar vein, the enhancement with preprocessing techniques multiplicative scatter correction (MSC) + SG and standard normal variate (SNV) + SG raised accuracies to 98.77% and 97.53%, respectively. The results of classifying first-order and second-order derivative spectra using Adaboost-MLDA were also described, achieving accuracies near 100%. The experiment demonstrates that integrating Adaboost with NIR spectroscopy offers a highly accurate method for peanut kernel classification, promising for practical applications in food quality control.
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Affiliation(s)
- Rui Zhu
- Mengxi Honors College, Jiangsu University, Zhenjiang, China
| | - Xiaohong Wu
- School of Electrical and Information Engineering, Jiangsu University, Zhenjiang, China
- High-tech Key Laboratory of Agricultural Equipment and Intelligence of Jiangsu Province, Jiangsu University, Zhenjiang, China
| | - Bin Wu
- Department of Information Engineering, Chuzhou Polytechnic, Chuzhou, China
| | - Jiaxing Gao
- School of Automotive and Traffic Engineering, Jiangsu University, Zhenjiang, China
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Chang PK. Creating large chromosomal segment deletions in Aspergillus flavus by a dual CRISPR/Cas9 system: Deletion of gene clusters for production of aflatoxin, cyclopiazonic acid, and ustiloxin B. Fungal Genet Biol 2024; 170:103863. [PMID: 38154756 DOI: 10.1016/j.fgb.2023.103863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/21/2023] [Accepted: 12/26/2023] [Indexed: 12/30/2023]
Abstract
Aspergillus flavus produces hepatocarcinogenic aflatoxin that adversely impacts human and animal health and international trade. A promising means to manage preharvest aflatoxin contamination of crops is biological control, which employs non-aflatoxigenic A. flavus isolates possessing defective aflatoxin gene clusters to outcompete field toxigenic populations. However, these isolates often produce other toxic metabolites. The CRISPR/Cas9 technology has greatly advanced genome editing and gene functional studies. Its use in deleting large chromosomal segments of filamentous fungi is rarely reported. A system of dual CRISPR/Cas9 combined with a 60-nucleotide donor DNA that allowed removal of A. flavus gene clusters involved in production of harmful specialized metabolites was established. It efficiently deleted a 102-kb segment containing both aflatoxin and cyclopiazonic acid gene clusters from toxigenic A. flavus morphotypes, L-type and S-type. It further deleted the 27-kb ustiloxin B gene cluster of a resulting L-type mutant. Overall efficiencies of deletion ranged from 66.6 % to 85.6 % and efficiencies of deletions repaired by a single copy of donor DNA ranged from 50.5 % to 72.7 %. To determine the capacity of this technique, a pigment-screening setup based on absence of aspergillic acid gene cluster was devised. Chromosomal segments of 201 kb and 301 kb were deleted with efficiencies of 57.7 % to 69.2 %, respectively. This system used natural A. flavus isolates as recipients, eliminated a forced-recycling step to produce recipients for next round deletion, and generated maker-free deletants with sequences predefined by donor DNA. The research provides a method for creating genuine atoxigenic biocontrol strains friendly for field trial release.
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Affiliation(s)
- Perng-Kuang Chang
- Southern Regional Research Center, Agricultural Research Service, U. S. Department of Agriculture, 1100 Allen Toussaint Boulevard, New Orleans, LA 70124, United States.
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Zhang C, Zhou H, Cao S, Chen J, Qu C, Tang Y, Wang M, Zhu L, Liu X, Zhang J. A Magnetic Reduced Graphene Oxide Nanocomposite: Synthesis, Characterization, and Application for High-Efficiency Detoxification of Aflatoxin B 1. Toxins (Basel) 2024; 16:57. [PMID: 38276533 PMCID: PMC10818925 DOI: 10.3390/toxins16010057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/09/2024] [Accepted: 01/10/2024] [Indexed: 01/27/2024] Open
Abstract
(1) Background: Safety problems associated with aflatoxin B1 (AFB1) contamination have always been a major threat to human health. Removing AFB1 through adsorption is considered an attractive remediation technique. (2) Methods: To produce an adsorbent with a high AFB1 adsorption efficiency, a magnetic reduced graphene oxide composite (Fe3O4@rGO) was synthesized using one-step hydrothermal fabrication. Then, the adsorbent was characterized using a series of techniques, such as SEM, TEM, XRD, FT-IR, VSM, and nitrogen adsorption-desorption analysis. Finally, the effects of this nanocomposite on the nutritional components of treated foods, such as vegetable oil and peanut milk, were also examined. (3) Results: The optimal synthesis conditions for Fe3O4@rGO were determined to be 200 °C for 6 h. The synthesis temperature significantly affected the adsorption properties of the prepared material due to its effect on the layered structure of graphene and the loading of Fe3O4 nanoparticles. The results of various characterizations illustrated that the surface of Fe3O4@rGO had a two-dimensional layered nanostructure with many folds and that Fe3O4 nanoparticles were distributed uniformly on the surface of the composite material. Moreover, the results of isotherm, kinetic, and thermodynamic analyses indicated that the adsorption of AFB1 by Fe3O4@rGO conformed to the Langmuir model, with a maximum adsorption capacity of 82.64 mg·g-1; the rapid and efficient adsorption of AFB1 occurred mainly through chemical adsorption via a spontaneous endothermic process. When applied to treat vegetable oil and peanut milk, the prepared material minimized the loss of nutrients and thus preserved food quality. (4) Conclusions: The above findings reveal a promising adsorbent, Fe3O4@rGO, with favorable properties for AFB1 adsorption and potential for food safety applications.
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Affiliation(s)
- Chushu Zhang
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Haixiang Zhou
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Shining Cao
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Jing Chen
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Chunjuan Qu
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Yueyi Tang
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Mian Wang
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Lifei Zhu
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
| | - Xiaoyue Liu
- College of Materials Science and Engineering, Liaoning Technical University, Fuxin 125105, China;
| | - Jiancheng Zhang
- Shandong Peanut Research Institute, Key Laboratory of Peanut Biology and Breeding (Ministry of Agriculture and Rural Affairs), Qingdao 266100, China; (C.Z.); (H.Z.); (S.C.); (J.C.); (C.Q.); (Y.T.); (M.W.); (L.Z.)
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Natarajan S, Balachandar D, Paranidharan V. Inhibitory effects of epiphytic Kluyveromyces marxianus from Indian senna (Cassia angustifolia Vahl.) on growth and aflatoxin production of Aspergillus flavus. Int J Food Microbiol 2023; 406:110368. [PMID: 37639733 DOI: 10.1016/j.ijfoodmicro.2023.110368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 08/12/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023]
Abstract
Aspergillus flavus infection and subsequent aflatoxin contamination are considered the major constraints in senna (Cassia angustifolia Vahl.) export. Using native epiphytic yeast to control phytopathogens is a successful strategy for managing plant diseases. In the present investigation, we exploited the antagonistic potential of epiphytic yeast isolates obtained from senna against A. flavus growth and aflatoxin B1 (AFB1) production. Four Kluyveromyces marxianus strains (YSL3, YSL16, YSP12, and YSF9) exhibited vigorous antagonistic activity with a maximum inhibition of 64 %. In vivo evaluation of senna pods showed that K. marxianus strains effectively reduced A. flavus colonization with a population range of 5.87 to 7.08 log10 CFU/g. In contrast, the untreated senna pods were found to have severe fungal colonization with a population of 7.84 log10 CFU/g. In addition, HPLC analysis showed that aflatoxin B1 in senna pods was drastically reduced upon yeast treatment up to 14 DAI. Furthermore, we demonstrated the antifungal action mechanisms of K. marxianus, such as surface colonizing ability on pods, production of antifungal volatiles (VOCs), siderophores, extracellular lytic enzymes, and cell wall binding ability to AFB1. All four strains of K. marxianus showed rapid colonization on the senna pod, and YSP12 reached the maximum population of 7.18 log10 CFU/pod at 9 days after inoculation (DAI). The exposure of A. flavus to K. marxianus VOCs significantly reduced the growth by up to 99 and 93.2 % at 7 and 14 DAI, respectively. Scanning electron microscopic images demonstrated severe mycelial damage and hyphal deformities of A. flavus. In addition, yeast VOCs can reduce aflatoxin biosynthesis in A. flavus by up to 99 and 93.2 % at 7 and 14 DAI, respectively. Gas chromatography-mass spectrometry analysis confirmed the presence of antimicrobial compounds such as dimethyl trisulfide, ethyl acetate, ethanol, 3-methyl butanal, 2-methyl-1-butanol, and 3-methyl-1-butanol in the volatiles. K. marxianus strains produced siderophores and hydrolytic enzymes such as chitinase and β-1,3-glucanase. A higher AFB1 binding ability was observed in the heat-killed cells (47.5 to 70.65 %) than in the viable cells (43.16 to 60.98 %) of K. marxianus. The current study demonstrated that epiphytic K. marxianus isolated from senna could be a successful biocontrol source to reduce aflatoxin contamination in senna pods.
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Affiliation(s)
- Subramani Natarajan
- Department of Plant Pathology, Tamil Nadu Agricultural University, Coimbatore 641003, Tamil Nadu, India; School of Biology and Environment Science, Earth Institute, University College Dublin, Belfield, Dublin 4, Ireland
| | - Dananjeyan Balachandar
- Department of Agricultural Microbiology, Tamil Nadu Agricultural University, Coimbatore 641003, Tamil Nadu, India
| | - Vaikuntavasan Paranidharan
- Department of Plant Pathology, Tamil Nadu Agricultural University, Coimbatore 641003, Tamil Nadu, India.
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Branstad-Spates EH, Castano-Duque L, Mosher GA, Hurburgh CR, Owens P, Winzeler E, Rajasekaran K, Bowers EL. Gradient boosting machine learning model to predict aflatoxins in Iowa corn. Front Microbiol 2023; 14:1248772. [PMID: 37720139 PMCID: PMC10502509 DOI: 10.3389/fmicb.2023.1248772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 08/14/2023] [Indexed: 09/19/2023] Open
Abstract
Introduction Aflatoxin (AFL), a secondary metabolite produced from filamentous fungi, contaminates corn, posing significant health and safety hazards for humans and livestock through toxigenic and carcinogenic effects. Corn is widely used as an essential commodity for food, feed, fuel, and export markets; therefore, AFL mitigation is necessary to ensure food and feed safety within the United States (US) and elsewhere in the world. In this case study, an Iowa-centric model was developed to predict AFL contamination using historical corn contamination, meteorological, satellite, and soil property data in the largest corn-producing state in the US. Methods We evaluated the performance of AFL prediction with gradient boosting machine (GBM) learning and feature engineering in Iowa corn for two AFL risk thresholds for high contamination events: 20-ppb and 5-ppb. A 90%-10% training-to-testing ratio was utilized in 2010, 2011, 2012, and 2021 (n = 630), with independent validation using the year 2020 (n = 376). Results The GBM model had an overall accuracy of 96.77% for AFL with a balanced accuracy of 50.00% for a 20-ppb risk threshold, whereas GBM had an overall accuracy of 90.32% with a balanced accuracy of 64.88% for a 5-ppb threshold. The GBM model had a low power to detect high AFL contamination events, resulting in a low sensitivity rate. Analyses for AFL showed satellite-acquired vegetative index during August significantly improved the prediction of corn contamination at the end of the growing season for both risk thresholds. Prediction of high AFL contamination levels was linked to aflatoxin risk indices (ARI) in May. However, ARI in July was an influential factor for the 5-ppb threshold but not for the 20-ppb threshold. Similarly, latitude was an influential factor for the 20-ppb threshold but not the 5-ppb threshold. Furthermore, soil-saturated hydraulic conductivity (Ksat) influenced both risk thresholds. Discussion Developing these AFL prediction models is practical and implementable in commodity grain handling environments to achieve the goal of preventative rather than reactive mitigations. Finding predictors that influence AFL risk annually is an important cost-effective risk tool and, therefore, is a high priority to ensure hazard management and optimal grain utilization to maximize the utility of the nation's corn crop.
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Affiliation(s)
- Emily H. Branstad-Spates
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA, United States
| | - Lina Castano-Duque
- USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States
| | - Gretchen A. Mosher
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA, United States
| | - Charles R. Hurburgh
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA, United States
| | - Phillip Owens
- USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States
| | - Edwin Winzeler
- USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States
| | - Kanniah Rajasekaran
- USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States
| | - Erin L. Bowers
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA, United States
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6
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Loi M, Logrieco AF, Pusztahelyi T, Leiter É, Hornok L, Pócsi I. Advanced mycotoxin control and decontamination techniques in view of an increased aflatoxin risk in Europe due to climate change. Front Microbiol 2023; 13:1085891. [PMID: 36762096 PMCID: PMC9907446 DOI: 10.3389/fmicb.2022.1085891] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/15/2022] [Indexed: 01/11/2023] Open
Abstract
Aflatoxins are toxic secondary metabolites produced by Aspergillus spp. found in staple food and feed commodities worldwide. Aflatoxins are carcinogenic, teratogenic, and mutagenic, and pose a serious threat to the health of both humans and animals. The global economy and trade are significantly affected as well. Various models and datasets related to aflatoxins in maize have been developed and used but have not yet been linked. The prevention of crop loss due to aflatoxin contamination is complex and challenging. Hence, the set-up of advanced decontamination is crucial to cope with the challenge of climate change, growing population, unstable political scenarios, and food security problems also in European countries. After harvest, decontamination methods can be applied during transport, storage, or processing, but their application for aflatoxin reduction is still limited. Therefore, this review aims to investigate the effects of environmental factors on aflatoxin production because of climate change and to critically discuss the present-day and novel decontamination techniques to unravel gaps and limitations to propose them as a tool to tackle an increased aflatoxin risk in Europe.
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Affiliation(s)
- Martina Loi
- Institute of Sciences of Food Production, National Research Council, Bari, Italy,*Correspondence: Martina Loi, ✉
| | - Antonio F. Logrieco
- Institute of Sciences of Food Production, National Research Council, Bari, Italy
| | - Tünde Pusztahelyi
- Central Laboratory of Agricultural and Food Products, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Debrecen, Hungary
| | - Éva Leiter
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, Institute of Biotechnology, University of Debrecen, Debrecen, Hungary,ELRN-UD Fungal Stress Biology Research Group, University of Debrecen, Debrecen, Hungary
| | - László Hornok
- Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary
| | - István Pócsi
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, Institute of Biotechnology, University of Debrecen, Debrecen, Hungary,ELRN-UD Fungal Stress Biology Research Group, University of Debrecen, Debrecen, Hungary
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Zhang S, Wang X, Wang D, Chu Q, Zhang Q, Yue X, Zhu M, Dong J, Li L, Jiang X, Yang Q, Zhang Q. Discovery of the Relationship between Distribution and Aflatoxin Production Capacity of Aspergillusspecies and Soil Types in Peanut Planting Areas. Toxins (Basel) 2022; 14:toxins14070425. [PMID: 35878163 PMCID: PMC9322012 DOI: 10.3390/toxins14070425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/16/2022] [Accepted: 06/17/2022] [Indexed: 11/16/2022] Open
Abstract
In order to study the relationship between the distribution and aflatoxin production capacity of Aspergillus species and soil types, 35 soil samples were collected from the main peanut planting areas in Xiangyang, which has 19.7 thousand square kilometers and is located in a special area with different soil types. The soil types of peanut planting areas in Xiangyang are mainly sandy loam and clay loam, and most of the soil is acidic, providing unique nature conditions for this study. The results showed that the Aspergillus sp. population in clay loam (9050 cfu/g) was significantly larger than that in sandy loam (3080 cfu/g). The percentage of atoxigenic Aspergillus strains isolated from sandy loam samples was higher than that from clay loam samples, reaching 58.5%. Meanwhile the proportion of high toxin-producing strains from clay loam (39.7%) was much higher than that from sandy loam (7.3%). Under suitable culture conditions, the average aflatoxin production capacity of Aspergillus isolates from clay loam samples (236.97 μg/L) was higher than that of strains from sandy loam samples (80.01 μg/L). The results inferred that under the same regional climate conditions, the density and aflatoxin production capacity of Aspergillus sp. in clay loam soil were significantly higher than that in sandy loam soil. Therefore, peanuts from these planting areas are at a relatively higher risk of contamination by Aspergillus sp. and aflatoxins.
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Affiliation(s)
- Shujuan Zhang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
- Key Laboratory of Detection for Biotoxins and Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China;
- Zhejiang Mariculture Research Institution, Wenzhou 325000, China
| | - Xue Wang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Dun Wang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
- Key Laboratory of Detection for Biotoxins and Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China;
- Hubei Hongshan Laboratory, Wuhan 430061, China
- Correspondence: (D.W.); (Q.Z.)
| | - Qianmei Chu
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Qian Zhang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Xiaofeng Yue
- Key Laboratory of Detection for Biotoxins and Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China;
- Hubei Hongshan Laboratory, Wuhan 430061, China
| | - Mengjie Zhu
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Jing Dong
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Li Li
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Xiangguo Jiang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Qing Yang
- Xiangyang Academy of Agricultural Sciences, Xiangyang 441057, China; (S.Z.); (X.W.); (Q.C.); (Q.Z.); (M.Z.); (J.D.); (L.L.); (X.J.); (Q.Y.)
| | - Qi Zhang
- Key Laboratory of Detection for Biotoxins and Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China;
- Hubei Hongshan Laboratory, Wuhan 430061, China
- Correspondence: (D.W.); (Q.Z.)
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Lu W, Zheng F, Li Z, Zhou R, Deng L, Xiao W, Chen W, Zhao R, Chen Y, Tan Y, Li Z, Liu L, Tan D, Liu N. Association Between Environmental and Socioeconomic Risk Factors and Hepatocellular Carcinoma: A Meta-Analysis. Front Public Health 2022; 10:741490. [PMID: 35252078 PMCID: PMC8893961 DOI: 10.3389/fpubh.2022.741490] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 01/12/2022] [Indexed: 11/30/2022] Open
Abstract
Background The association between environmental and socioeconomic risk factors and the occurrence of hepatocellular carcinoma (HCC) are still inconclusive. A meta-analysis was conducted to address this issue. Methods We systematically searched the databases including PubMed, Web of Science, and Google Scholar and collected the related risk factors of HCC before March 6, 2020. Statistical analysis was performed on the odds ratio (OR) value and 95% CI of the correlation between environmental and socioeconomic factors and HCC. Begg's rank correlation test, Egger's linear regression test, and the funnel plot were employed for identification of the publication bias. Results Out of 42 studies, a total of 57,892 participants were included. Environmental and socioeconomic risk factors including ever educated (illiteracy); race (Black, Hispanic, and Asian); medium and low incomes; occupations (farmer and labor); passive smoking; place of residence (rural); blood aflatoxin B1 (AFB1) adduct level; exposure of pesticide, etc., were statistically increased with the occurrence of HCC (P < 0.05) and OR values and 95% CIs were 1.37 (1.00, 1.89), 2.42 (1.10–5.31), 1.90 (0.87–4.17), 5.36 (0.72–40.14), 1.48 (1.11, 1.96), 1.74 (1.00–3.03), 1.49 (1.06–2.08), 1.52 (1.07–2.18), 1.43 (0.27, 7.51), 1.46 (1.09, 1.96), 2.58 (1.67–3.97), and 1.52 (0.95–2.42), respectively. We found 6–9, 9–12, and ≥12 years of education that statistically reduced the risk of the occurrence of HCC (P < 0.05) and OR values and 95% CIs were 0.70 (0.58, 0.86), 0.52 (0.40, 0.68), and 0.37 (0.23, 0.59), respectively. No significant associations (P > 0.05) were observed between race (Hispanic and Asian), passive smoking, marital status, place of birth, place of residence, and HCC. In stratified analysis, exposure of pesticide was statistically significant (P < 0.05), while race of black was on the contrary. Conclusion Environmental and socioeconomic risk factors have great impacts on the incidence rate of HCC. Improving national education and income levels can significantly reduce the risk of HCC. PROSPERO Registration https://www.crd.york.ac.uk/prospero/, identifier: CRD42020151710.
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Affiliation(s)
- Wenfeng Lu
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Fengjiao Zheng
- Department of Clinical Laboratory, The Air Force Hospital of Southern Theater Command of Chinese People's Liberation Army (PLA), Guangzhou, China
- *Correspondence: Fengjiao Zheng
| | - Zhi Li
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Rui Zhou
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Lugang Deng
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Wenwei Xiao
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Wenyan Chen
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Rong Zhao
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yulan Chen
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yuxing Tan
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Zhibo Li
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Limin Liu
- College of Public Health, Zhengzhou University, Zhengzhou, China
- Institute of Chronic Disease Risks Assessment, School of Nursing and Health, Henan University, Kaifeng, China
| | - Duxun Tan
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- Duxun Tan
| | - Nan Liu
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
- Institute of Chronic Disease Risks Assessment, School of Nursing and Health, Henan University, Kaifeng, China
- Nan Liu
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9
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Chen L, Ding M, Li Z, Li X, Deng L. Determination of macro, micro and toxic element concentrations in peanuts from main peanut producing areas of China by ICP-MS: a pilot study on the geographical characterization. RSC Adv 2022; 12:16790-16797. [PMID: 35754881 PMCID: PMC9170514 DOI: 10.1039/d2ra02148j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 05/23/2022] [Indexed: 11/21/2022] Open
Abstract
Peanut is an important crop grown worldwide. The geographic origin of peanuts has been a topic of substantial attention since their prices can vary according to their geographic origins. This study evaluated the main macro (K, Ca, Mg, Na, and Al), micro (Fe, Zn, Mn, Ni, Sr, Mo, Cu, Se, V, Co), and toxic (As, Cd, Cr, and Pb) element concentrations in peanuts collected from six different Chinese provinces. Multi-element analysis of peanuts from different regions was carried out to develop a reliable method to trace the origin of peanuts. After microwave digestion, the element concentrations were determined through inductively coupled plasma mass spectrometry (ICP-MS). Certified reference material (CRM, GBW10011) was used to ensure accurate results. The profile of contents of major elements obtained in the current study showed the order: K > Mg > Ca > Al > Na > Zn > Fe > Mn > Ni > Sr > Mo. The average concentrations of toxic elements such as Pb, Cd, As, and Cr were very low and within the safe limits. Correlation analysis showed that there was a strong correlation between individual elements in peanut samples. The data were processed by means of the chemometric approach of linear discriminant analysis (LDA) and 97.0% of samples were correctly predicted. The study determined 19 elements in peanuts of different regions in China by ICP-MS, and explored a method of identifying peanut origin by multi-element analysis.![]()
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Affiliation(s)
- Lu Chen
- Shandong Provincial Key Laboratory of Test Technology on Food Quality and Safety, Jinan 250100, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Min Ding
- Shandong Provincial Key Laboratory of Test Technology on Food Quality and Safety, Jinan 250100, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Zengmei Li
- Shandong Provincial Key Laboratory of Test Technology on Food Quality and Safety, Jinan 250100, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Xia Li
- Shandong Provincial Key Laboratory of Test Technology on Food Quality and Safety, Jinan 250100, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Ligang Deng
- Shandong Provincial Key Laboratory of Test Technology on Food Quality and Safety, Jinan 250100, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Shandong Academy of Agricultural Sciences, Jinan 250100, China
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10
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Mamo FT, Abate BA, Zheng Y, Nie C, He M, Liu Y. Distribution of Aspergillus Fungi and Recent Aflatoxin Reports, Health Risks, and Advances in Developments of Biological Mitigation Strategies in China. Toxins (Basel) 2021; 13:678. [PMID: 34678973 PMCID: PMC8541519 DOI: 10.3390/toxins13100678] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/15/2021] [Accepted: 09/20/2021] [Indexed: 12/24/2022] Open
Abstract
Aflatoxins (AFs) are secondary metabolites that represent serious threats to human and animal health. They are mainly produced by strains of the saprophytic fungus Aspergillus flavus, which are abundantly distributed across agricultural commodities. AF contamination is receiving increasing attention by researchers, food producers, and policy makers in China, and several interesting review papers have been published, that mainly focused on occurrences of AFs in agricultural commodities in China. The goal of this review is to provide a wider scale and up-to-date overview of AF occurrences in different agricultural products and of the distribution of A. flavus across different food and feed categories and in Chinese traditional herbal medicines in China, for the period 2000-2020. We also highlight the health impacts of chronic dietary AF exposure, the recent advances in biological AF mitigation strategies in China, and recent Chinese AF standards.
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Affiliation(s)
- Firew Tafesse Mamo
- School of Food Science and Engineering, Food Safety Research Centre, Foshan University, Foshan 528231, China; (C.N.); (M.H.)
- Ethiopian Biotechnology Institute, Addis Ababa 5954, Ethiopia;
| | | | - Yougquan Zheng
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China;
| | - Chengrong Nie
- School of Food Science and Engineering, Food Safety Research Centre, Foshan University, Foshan 528231, China; (C.N.); (M.H.)
| | - Mingjun He
- School of Food Science and Engineering, Food Safety Research Centre, Foshan University, Foshan 528231, China; (C.N.); (M.H.)
| | - Yang Liu
- School of Food Science and Engineering, Food Safety Research Centre, Foshan University, Foshan 528231, China; (C.N.); (M.H.)
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11
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Pickova D, Ostry V, Malir J, Toman J, Malir F. A Review on Mycotoxins and Microfungi in Spices in the Light of the Last Five Years. Toxins (Basel) 2020; 12:E789. [PMID: 33322380 PMCID: PMC7763258 DOI: 10.3390/toxins12120789] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 11/30/2020] [Accepted: 12/09/2020] [Indexed: 02/07/2023] Open
Abstract
Spices are imported worldwide mainly from developing countries with tropical and/or subtropical climate. Local conditions, such as high temperature, heavy rainfall, and humidity, promote fungal growth leading to increased occurrence of mycotoxins in spices. Moreover, the lack of good agricultural practice (GAP), good manufacturing practice (GMP), and good hygienic practice (GHP) in developing countries are of great concern. This review summarizes recent data from a total of 56 original papers dealing with mycotoxins and microfungi in various spices in the last five years. A total of 38 kinds of spices, 17 mycotoxins, and 14 microfungi are discussed in the review. Worldwide, spices are rather overlooked in terms of mycotoxin regulations, which usually only cover aflatoxins (AFs) and ochratoxin A (OTA). In this paper, an extensive attention is devoted to the limits on mycotoxins in spices in the context of the European Union (EU) as well as other countries. As proven in this review, the incidence of AFs and OTA, as well as other mycotoxins, is relatively high in many spices; thus, the preparation of new regulation limits is advisable.
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Affiliation(s)
- Darina Pickova
- Department of Biology, Faculty of Science, University of Hradec Kralove, Rokitanskeho 62, CZ-50003 Hradec Kralove, Czech Republic; (V.O.); (J.T.); (F.M.)
| | - Vladimir Ostry
- Department of Biology, Faculty of Science, University of Hradec Kralove, Rokitanskeho 62, CZ-50003 Hradec Kralove, Czech Republic; (V.O.); (J.T.); (F.M.)
- Center for Health, Nutrition and Food in Brno, National Institute of Public Health in Prague, Palackeho 3a, CZ-61242 Brno, Czech Republic
| | - Jan Malir
- Department of Public Law, Institute of State and Law, Czech Academy of Sciences, Narodni 18, CZ-11600 Prague, Czech Republic;
| | - Jakub Toman
- Department of Biology, Faculty of Science, University of Hradec Kralove, Rokitanskeho 62, CZ-50003 Hradec Kralove, Czech Republic; (V.O.); (J.T.); (F.M.)
| | - Frantisek Malir
- Department of Biology, Faculty of Science, University of Hradec Kralove, Rokitanskeho 62, CZ-50003 Hradec Kralove, Czech Republic; (V.O.); (J.T.); (F.M.)
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12
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Jayaratne WMSC, Abeyratne AHMAK, De Zoysa HKS, Dissanayake DMRBN, Bamunuarachchige TC, Waisundara VY, Chang S. Detection and quantification of Aflatoxin B1 in corn and corn-grown soils in the district of Anuradhapura, Sri Lanka. Heliyon 2020; 6:e05319. [PMID: 33134588 PMCID: PMC7586114 DOI: 10.1016/j.heliyon.2020.e05319] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 11/28/2019] [Accepted: 10/19/2020] [Indexed: 11/27/2022] Open
Abstract
Aflatoxin B1 contamination adversely affects human health by impairing long-term physical and cognitive development. Several crops have been associated with aflatoxin B1 contamination and corn is one of them. In the Anuradhapura district of the North Central Province of Sri Lanka, corn is one of the main agricultural produce. Due to poor farming practices in this area, it is possible that aflatoxin B1 is somehow transported from soil to the corn ears. This study was carried out to detect and quantify aflatoxin B1 in corn and corn-grown soils in Anuradhapura. Corn (n = 60) and corn-grown soil (n = 60) samples were randomly collected from 20 minor-scale corn-grown fields with three random replicates. Each sample was prepared for the measurement of aflatoxin B1 levels using the Enzyme-Linked Immunosorbent Assay (ELISA). Though 20 ppb is considered as the poisonous or deleterious level for corn consumption, there were toxin contaminations of up to 60–70 ppb in the corn kernel, while majority of soil had 350–400 ppb of aflatoxin B1 levels. Fifteen corn samples had exceeded the acceptable level while 22 samples were free of aflatoxin B1 and 23 samples were within the acceptable level. The results showed that the presence of aflatoxin B1 in corn is not habitually distributed throughout Anuradhapura district and it increased with the soil aflatoxin B1 concentration. It appears that there is a relationship between corn kernel and corn-grown soil aflatoxin B1 levels.
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Affiliation(s)
- W M S C Jayaratne
- Department of Biological Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - A H M A K Abeyratne
- Department of Biological Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - H K S De Zoysa
- Department of Bioprocess Technology, Faculty of Technology, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - D M R B N Dissanayake
- Department of Physical Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - T C Bamunuarachchige
- Department of Bioprocess Technology, Faculty of Technology, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - V Y Waisundara
- Australian College of Business & Technology - Kandy Campus, Peradeniya Road, Kandy, Sri Lanka
| | - S Chang
- University of Fiji, Saweni, Lautoka, Fiji
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13
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Razmgah N, Torshizi MAK, Sanjabi MR, Mojgani N. Anti-mycotoxigenic properties of probiotic Bacillus spp. in Japanese quails. Trop Anim Health Prod 2020; 52:2863-2872. [PMID: 32946023 DOI: 10.1007/s11250-020-02223-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2019] [Accepted: 01/24/2020] [Indexed: 10/23/2022]
Abstract
The current study was conducted to evaluate the anti-mycotoxigenic effects of previously isolated Bacillus spp. in Japanese quails. A total of 240-day-old Japanese quails were assigned in to six treatments and four replicates. Dietary treatments included the following: negative control (basal diet), positive control (basal diet + 2.5 ppm afltatoxin B1), probiotic treatments (basal diet + 2.5 ppm afltatoxin B1), and 108 cfu/ml of different Bacillus spp. (B. megaterium, B. subtilis, or B. laterosporus) in drinking water and treatment P (basal diet + 2.5 ppm afltatoxin B1 and 2.5 ppm Polysorb®). Body weight gain, feed intake, and feed conversion ratio were not affected by dietary treatments (P > 0.05). Carcass yield significantly increased in B. megaterium and B. subtilis treatments compared with positive control. Supplementation of B. megaterium significantly increased testes, uterus and oviduct weights, skin response to 2,4-dinitro 1-chlorobenzene and phytohemagglutinin, and antibody production against sheep red blood cells (P < 0.05). B. megaterium could significantly increase bursa weight and decrease liver weight compared with positive control (P < 0.05). B. megaterium, B. laterosporus, and Polysorb treatments significantly decreased H:L and aspartate aminotransferase activity in aflatoxin B1 fed control (P < 0.05). B. megaterium and B. laterosporus significantly increased tibia weight, length, radius, index, and ash content compared with positive control (P < 0.05). All dietary additives significantly reduced meat oxidation, total aerobic bacteria, and spore forming bacteria of ileal content compared with positive control (P < 0.05). Ileal lactic acid bacteria significantly increased in B. megaterium treatment (P < 0.05). Totally, B. megaterium might be a promising probiotic with a comparable afltatoxin B1 removal potential to commercial toxin binder (Polysorb).
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Affiliation(s)
- Niloofar Razmgah
- Department of Poultry Science, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran
| | | | - Mohammad Reza Sanjabi
- Agriculture Research Institute, Iranian Research Organization for Science & Technology (IROST), Shahrak-e-Shahab Sang, Tehran, Tehran Province, Iran
| | - Naheed Mojgani
- Research and Development Department, Razi Vaccine and Serum Research Institute-Agriculture Research Education and Extension Organization, Karaj, Iran.
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14
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Zhou Y, Zhao W, Lai Y, Zhang B, Zhang D. Edible Plant Oil: Global Status, Health Issues, and Perspectives. FRONTIERS IN PLANT SCIENCE 2020; 11:1315. [PMID: 32983204 PMCID: PMC7485320 DOI: 10.3389/fpls.2020.01315] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 08/11/2020] [Indexed: 05/13/2023]
Abstract
Edible plant oil (EPO) is an indispensable nutritional resource for human health. Various cultivars of oil-bearing plants are grown worldwide, and the chemical compositions of different plant oils are diverse. The extremely complex components in oils lead to diverse standards for evaluating the quality and safety of different EPOs. The environment poses great challenges to the EPO safety and quality during the entire industrial chain, including plant cultivation, harvesting, oil processing, and storage. Environmental risk factors include heavy metal or pesticide residue pollution, insect or harmful microbial infestation, and rancidity. Here, the diverse components in oil and various oil-producing processes are discussed, including plant species, oil yield, and composition complexity, environmental factors that degrade oil quality. Additionally, we propose a whole-industrial-chain monitoring system instead of current single-link-monitoring approach by monitoring and tracking the quality and safety of EPOs during the entire process of plant cultivation, raw materials harvest, oil process, and EPOs storage. This will provide guidance for monitoring the quality and safety of EPOs, which were challenged by the deteriorating environment.
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Affiliation(s)
- Ying Zhou
- Henan Province Engineering Research Center for Forest Biomass Value-added Products, College of Forestry, Henan Agricultural University, Zhengzhou, China
| | - Weiwei Zhao
- Henan Province Engineering Research Center for Forest Biomass Value-added Products, College of Forestry, Henan Agricultural University, Zhengzhou, China
| | - Yong Lai
- Henan Province Engineering Research Center for Forest Biomass Value-added Products, College of Forestry, Henan Agricultural University, Zhengzhou, China
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC, United States
| | - Dangquan Zhang
- Henan Province Engineering Research Center for Forest Biomass Value-added Products, College of Forestry, Henan Agricultural University, Zhengzhou, China
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15
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Tumukunde E, Ma G, Li D, Yuan J, Qin L, Wang S. Current research and prevention of aflatoxins in China. WORLD MYCOTOXIN J 2020. [DOI: 10.3920/wmj2019.2503] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Since their discovery in the 1960s, aflatoxins were found to have a considerable impact on the health of humans and animals as well as the country’s economy and international trade. Aflatoxins are often found in nuts, cereals and animal feeds, which has a significant danger to the food industry. Over the years, several steps have been undertaken worldwide to minimise their contamination in crops and their exposure to humans and animals. China is one of the largest exporters and importers of food and animal feed. As a result, many studies have been carried out in China related to aflatoxins, including their distribution, pollution, detection methods, monitoring, testing and managing. Chinese scientists studied aflatoxins in microbiological, toxicological, ecological effects as well as policies relating to their controlling. China has thus put into practice a number of strategies aiming at the prevention and control of aflatoxins in order to protect consumers and ensure a safe trade of food and feed, and the status and enlargement of these strategies are very important and useful for many consumers and stakeholders in China. Therefore, this article aims at the detriment assessments, regulations, distribution, detection methods, prevention and control of aflatoxins in China. It equally provides useful information about the recent safety management systems in place to fight the contamination of aflatoxins in food and feed in China.
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Affiliation(s)
- E. Tumukunde
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
| | - G. Ma
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
| | - D. Li
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
| | - J. Yuan
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
| | - L. Qin
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
| | - S. Wang
- Key Laboratory of Pathogenic Fungi and Mycotoxins of Fujian Province and School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China P.R
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16
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Monda E, Masanga J, Alakonya A. Variation in Occurrence and Aflatoxigenicity of Aspergillus flavus from Two Climatically Varied Regions in Kenya. Toxins (Basel) 2020; 12:toxins12010034. [PMID: 31935922 PMCID: PMC7020432 DOI: 10.3390/toxins12010034] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Revised: 12/11/2019] [Accepted: 12/26/2019] [Indexed: 02/01/2023] Open
Abstract
Aflatoxins are carcinogenic chemical metabolites produced by Aspergillus spp. of the section Flavi. In Kenya, Aspergillus flavus is the most prevalent and has been associated with several acute and chronic aflatoxin outbreaks in the past. In this study, we evaluated the occurrence of A. flavus in soils from two agro-ecological regions with contrasting climatic conditions, aflatoxin contamination histories and cropping systems. Aspergillus spp. were first isolated from soils before the identification and determination of their aflatoxigenicity. Further, we determined the occurrence of Pseudomonas and Bacillus spp. in soils from the two regions. These bacterial species have long been associated with biological control of several plant pathogens including Aspergillus spp. Our results show that A. flavus occurred widely and produced comparatively higher total aflatoxin levels in all (100%) study sites from the eastern to the western regions of Kenya. For the western region, A. flavus was detected in 4 locations (66.7%) that were previously under maize cultivation with the isolates showing low aflatoxigenicity. A. flavus was not isolated from soils under sugarcane cultivation. Distribution of the two bacterial species varied across the regions but we detected a weak relationship between occurrence of bacterial species and A. flavus. We discuss these findings in the context of the influence of climate, microbial profiles, cropping systems and applicability in the deployment of biological control remedies against aflatoxin contamination.
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Affiliation(s)
- Ethel Monda
- Department of Biochemistry, Biotechnology and Microbiology, Kenyatta University, Thika Road, Nairobi P.O. Box 43844-00100, Kenya; (E.M.); (J.M.)
| | - Joel Masanga
- Department of Biochemistry, Biotechnology and Microbiology, Kenyatta University, Thika Road, Nairobi P.O. Box 43844-00100, Kenya; (E.M.); (J.M.)
| | - Amos Alakonya
- Seed Health Unit, Genetic Resources Program, International Maize and Wheat Improvement Center (CIMMYT), Carretera Mexico-Veracruz Km. 45 El Batan, Texcoco, Mexico C.P. 56237, Mexico
- Correspondence:
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17
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The Dose of Fungal Aerosol Inhaled by Workers in a Waste-Sorting Plant in Poland: A Case Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 17:ijerph17010177. [PMID: 31881797 PMCID: PMC6982232 DOI: 10.3390/ijerph17010177] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 12/17/2019] [Accepted: 12/23/2019] [Indexed: 12/13/2022]
Abstract
Bioaerosol monitoring is a rapidly emerging area in the context of work environments because microbial pollution is a key element of indoor air pollution and plays an important role in certain infectious diseases and allergies. However, as yet, relatively little is known about inhaled doses of microorganisms in workplaces. Today, the important issue of social concern is due to waste management, transport, sorting, and processing of wastes and their environmental impact and effects on public health. In fact, waste management activities can have numerous adverse effects on human wellbeing. Health effects are generally linked to exposure (EX), defined as the concentration of a contaminant and the length of time a person is exposed to this concentration. Dose is an effective tool for evaluating the quantity of a contaminant that actually crosses the body’s boundaries and influences the goal tissue. This document presents an analysis of the fungal waste-sorting plant EX dose (FWSPED) inhaled by workers in a waste-sorting plant (WSP) in Poland in March 2019. The main purpose of this research was to assess FWSPED inhaled by workers in two cabins at the WSP: the preliminary manual sorting cabin (PSP) and the purification manual sorting cabin (quality control; QSP). It was found that the FWSPED inhaled by workers was 193 CFU/kg in the PSP and 185 CFU/kg in the QSP. Fungal particles were quantitatively evaluated and qualitatively identified by the GEN III Biolog system. During the research, it was found that isolates belonging to the Aspergilus flavus and Penicillum chrysogenum strains were detected most frequently in the WSP. The total elimination of many anthropogenic sources is not possible, but the important findings of this research can be used to develop realistic management policies and methods to improve the biological air quality of WSPs for effective protection of WSP workers.
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Norlia M, Jinap S, Nor-Khaizura MAR, Radu S, Samsudin NIP, Azri FA. Aspergillus section Flavi and Aflatoxins: Occurrence, Detection, and Identification in Raw Peanuts and Peanut-Based Products Along the Supply Chain. Front Microbiol 2019; 10:2602. [PMID: 31824445 PMCID: PMC6886384 DOI: 10.3389/fmicb.2019.02602] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 10/25/2019] [Indexed: 12/19/2022] Open
Abstract
Aflatoxin contamination in foods is a global concern as they are carcinogenic, teratogenic and mutagenic compounds. The aflatoxin-producing fungi, mainly from the Aspergillus section Flavi, are ubiquitous in nature and readily contaminate various food commodities, thereby affecting human's health. The incidence of aflatoxigenic Aspergillus spp. and aflatoxins in various types of food, especially raw peanuts and peanut-based products along the supply chain has been a concern particularly in countries having tropical and sub-tropical climate, including Malaysia. These climatic conditions naturally support the growth of Aspergillus section Flavi, especially A. flavus, particularly when raw peanuts and peanut-based products are stored under inappropriate conditions. Peanut supply chain generally consists of several major stakeholders which include the producers, collectors, exporters, importers, manufacturers, retailers and finally, the consumers. A thorough examination of the processes along the supply chain reveals that Aspergillus section Flavi and aflatoxins could occur at any step along the chain, from farm to table. Thus, this review aims to give an overview on the prevalence of Aspergillus section Flavi and the occurrence of aflatoxins in raw peanuts and peanut-based products, the impact of aflatoxins on global trade, and aflatoxin management in peanuts with a special focus on peanut supply chain in Malaysia. Furthermore, aflatoxin detection and quantification methods as well as the identification of Aspergillus section Flavi are also reviewed herein. This review could help to shed light to the researchers, peanut stakeholders and consumers on the risk of aflatoxin contamination in peanuts along the supply chain.
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Affiliation(s)
- Mahror Norlia
- Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Malaysia
- School of Industrial Technology, Universiti Sains Malaysia, Penang, Malaysia
| | - Selamat Jinap
- Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Malaysia
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Malaysia
| | | | - Son Radu
- Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Malaysia
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Malaysia
| | - Nik Iskandar Putra Samsudin
- Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Malaysia
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Malaysia
| | - Farah Asilah Azri
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Malaysia
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19
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Jiang MP, Zheng SY, Wang H, Zhang SY, Yao DS, Xie CF, Liu DL. Predictive model of aflatoxin contamination risk associated with granary-stored corn with versicolorin A monitoring and logistic regression. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2019; 36:308-319. [DOI: 10.1080/19440049.2018.1562226] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Meng Ping Jiang
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
| | - Shao Yan Zheng
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
| | - Hao Wang
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
| | - Shu Yao Zhang
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Institute of Microbiology, Guangzhou, China
| | - Dong Sheng Yao
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
- National Engineering Research Centre of Genetic Medicine, Jinan University, Guangzhou, China
| | - Chun Fang Xie
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
- National Engineering Research Centre of Genetic Medicine, Jinan University, Guangzhou, China
| | - Da Ling Liu
- Department of Biotechnology, College of Life Science and Technology, Jinan University, Guangzhou, China
- Institute of Microbial Biotechnology, Jinan University, Guangzhou, China
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