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da Silva AAR, da Silva Júnior JJ, Cavalcanti MIDS, Machado DC, Medeiros PL, Rodrigues CG. Alphatoxin Nanopore Detection of Aflatoxin, Ochratoxin and Fumonisin in Aqueous Solution. Toxins (Basel) 2023; 15:toxins15030183. [PMID: 36977074 PMCID: PMC10058818 DOI: 10.3390/toxins15030183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/23/2023] [Accepted: 02/26/2023] [Indexed: 03/08/2023] Open
Abstract
Mycotoxins are toxic and carcinogenic metabolites produced by groups of filamentous fungi that colonize food crops. Aflatoxin B1 (AFB1), ochratoxin A (OTA) and fumonisin B1 (FB1) are among the most relevant agricultural mycotoxins, as they can induce various toxic processes in humans and animals. To detect AFB1, OTA and FB1 in the most varied matrices, chromatographic and immunological methods are primarily used; however, these techniques are time-consuming and expensive. In this study, we demonstrate that unitary alphatoxin nanopore can be used to detect and differentiate these mycotoxins in aqueous solution. The presence of AFB1, OTA or FB1 inside the nanopore induces reversible blockage of the ionic current flowing through the nanopore, with distinct characteristics of blockage that are unique to each of the three toxins. The process of discrimination is based on the residual current ratio calculation and analysis of the residence time of each mycotoxin inside the unitary nanopore. Using a single alphatoxin nanopore, the mycotoxins could be detected at the nanomolar level, indicating that alphatoxin nanopore is a promising molecular tool for discriminatory analysis of mycotoxins in aqueous solution.
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Affiliation(s)
- Artur Alves Rodrigues da Silva
- Education and Health Center, Federal University of Campina Grande, Rua Aprígio Veloso, 882, Universitário, Campina Grande 58429-900, Brazil
- Postgraduate Program in Therapeutic Innovation, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
| | - Janilson José da Silva Júnior
- Department of Biophysics and Radiobiology, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
| | - Maria Isabel dos Santos Cavalcanti
- Department of Biophysics and Radiobiology, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
| | - Dijanah Cota Machado
- Department of Biophysics and Radiobiology, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
| | - Paloma Lys Medeiros
- Department of Biophysics and Radiobiology, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
| | - Claudio Gabriel Rodrigues
- Postgraduate Program in Therapeutic Innovation, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
- Department of Biophysics and Radiobiology, Federal University of Pernambuco, Avenida Professor Moraes Rego, s/n, Cidade Universitária, Recife 50670-901, Brazil
- Correspondence: ; Tel.: +55-81-2126-8535
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Hleba L, Hlebova M, Kovacik A, Petrova J, Maskova Z, Cubon J, Massanyi P. Use of MALDI-TOF MS to Discriminate between Aflatoxin B1-Producing and Non-Producing Strains of Aspergillus flavus. Molecules 2022; 27:molecules27227861. [PMID: 36431961 PMCID: PMC9692738 DOI: 10.3390/molecules27227861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/09/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
Abstract
Aflatoxin B1 (AFB1) is one of the most toxic mycotoxins. One of the producers of AFB1 is Aspergillus flavus. Therefore, its rapid identification plays a key role in various sectors of the food and feed industry. MALDI-TOF mass spectrometry is one of the fastest and most accurate methods today. Therefore, the aim of this research was to develop the rapid identification of producing and non-producing strains of A. flavus based on the entire mass spectrum. To accomplish the main goal a different confirmatory MALDI-TOF MS and TLC procedures such as direct AFB1 identification by scraping from TLC plates, A. flavus mycelium, nutrient media around A. flavus growth, and finally direct AFB1 identification from infected wheat and barley grains had to be conducted. In this experiment, MALDI-TOF mass spectrometry with various modifications was the main supporting technology. All confirmatory methods confirmed the presence of AFB1 in the samples of aflatoxin-producing strains of A. flavus and vice versa; AFB1 was not detected in the case of non-producing strains. Entire mass spectra (from 2 to 20 kDa) of aflatoxin-producing and non-producing A. flavus strains were collected, statistically analyzed and clustered. An in-depth analysis of the obtained entire mass spectra showed differences between AFB1-producing and non-producing strains of A. flavus. Statistical and cluster analysis divided AFB1-producing and non-producing strains of A. flavus into two monasteries. The results indicate that it is possible to distinguish between AFB1 producers and non-producers by comparing the entire mass spectra using MALDI-TOF MS. Finally, we demonstrated that if there are established local AFB1-producing and non-producing strains of A. flavus, the entire mass spectrum database identification of aflatoxigenic A. flavus strains can be even faster and cheaper, without the need to identify the toxin itself.
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Affiliation(s)
- Lukas Hleba
- Faculty of Biotechnology and Food Sciences, Institute of Biotechnology, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
- Correspondence:
| | - Miroslava Hlebova
- Department of Biology, Faculty of Natural Sciences, University of Ss. Cyril and Methodius, Nám. J. Herdu 2, 917 01 Trnava, Slovakia
| | - Anton Kovacik
- Faculty of Biotechnology and Food Sciences, Institute of Applied Biology, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
| | - Jana Petrova
- Faculty of Biotechnology and Food Sciences, Institute of Biotechnology, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
| | - Zuzana Maskova
- Faculty of Biotechnology and Food Sciences, Institute of Biotechnology, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
| | - Juraj Cubon
- Faculty of Biotechnology and Food Sciences, Institute of Food Sciences, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
| | - Peter Massanyi
- Faculty of Biotechnology and Food Sciences, Institute of Applied Biology, Slovak University of Agriculture in Nitra, Tr. Andreja Hlinku 2, 949 76 Nitra, Slovakia
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Oyedeji AB, Green E, Adebiyi JA, Ogundele OM, Gbashi S, Adefisoye MA, Oyeyinka SA, Adebo OA. Metabolomic approaches for the determination of metabolites from pathogenic microorganisms: A review. Food Res Int 2021; 140:110042. [PMID: 33648268 DOI: 10.1016/j.foodres.2020.110042] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 11/04/2020] [Accepted: 12/13/2020] [Indexed: 12/30/2022]
Abstract
Metabolomics is a high precision analytical approach to obtaining detailed information of varieties of metabolites produced in biological systems, including foods. This study reviews the use of metabolomic approaches such as liquid chromatography mass spectrometry (LCMS), gas chromatography mass spectrometry (GC-MS), matrix assisted laser desorption /ionization tandem time of flight mass spectrometry (MALDI-TOF-MS) and nuclear magnetic resonance (NMR) for investigating the presence of foodborne pathogens and their metabolites. Pathogenic fungi and their notable metabolites (mycotoxins) have been studied more extensively using metabolomics as compared to bacteria, necessitating further studies in this regard. Nevertheless, such identified fungal and bacteria metabolites could be used as biomarkers for a more rapid detection of these pathogens in food. Other important compounds detected through metabolomics could also be correlated to functionality of these pathogenic strains, determined by the composition of the foods in which they exist, thereby providing insights into their metabolism. Considering the prevalence of these food pathogens, metabolomics still has potentials in the determination of food-borne pathogenic microorganisms especially for the determination of pathogenic bacteria toxins and is expected to generate research interests for further studies and applications.
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Affiliation(s)
- Ajibola Bamikole Oyedeji
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa.
| | - Ezekiel Green
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Janet Adeyinka Adebiyi
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Opeolu Mayowa Ogundele
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Sefater Gbashi
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Martins Ajibade Adefisoye
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Samson Adeoye Oyeyinka
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa
| | - Oluwafemi Ayodeji Adebo
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg Doornfontein Campus, P. O. Box 17011, Gauteng 2028, South Africa.
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García-Fonseca S, Ballesteros-Gómez A, Rubio S. Restricted access supramolecular solvents for sample treatment in enzyme-linked immuno-sorbent assay of mycotoxins in food. Anal Chim Acta 2016; 935:129-35. [DOI: 10.1016/j.aca.2016.06.042] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 06/22/2016] [Accepted: 06/23/2016] [Indexed: 10/21/2022]
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Li P, Zhang Z, Hu X, Zhang Q. Advanced hyphenated chromatographic-mass spectrometry in mycotoxin determination: current status and prospects. MASS SPECTROMETRY REVIEWS 2013; 32:420-452. [PMID: 23804155 DOI: 10.1002/mas.21377] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Accepted: 01/04/2013] [Indexed: 06/02/2023]
Abstract
Mass spectrometric techniques are essential for advanced research in food safety and environmental monitoring. These fields are important for securing the health of humans and animals, and for ensuring environmental security. Mycotoxins, toxic secondary metabolites of filamentous fungi, are major contaminants of agricultural products, food and feed, biological samples, and the environment as a whole. Mycotoxins can cause cancers, nephritic and hepatic diseases, various hemorrhagic syndromes, and immune and neurological disorders. Mycotoxin-contaminated food and feed can provoke trade conflicts, resulting in massive economic losses. Risk assessment of mycotoxin contamination for humans and animals generally depends on clear identification and reliable quantitation in diversified matrices. Pioneering work on mycotoxin quantitation using mass spectrometry (MS) was performed in the early 1970s. Now, unambiguous confirmation and quantitation of mycotoxins can be readily achieved with a variety hyphenated techniques that combine chromatographic separation with MS, including liquid chromatography (LC) or gas chromatography (GC). With the advent of atmospheric pressure ionization, LC-MS has become a routine technique. Recently, the co-occurrence of multiple mycotoxins in the same sample has drawn an increasing amount of attention. Thus, modern analyses must be able to detect and quantitate multiple mycotoxins in a single run. Improvements in tandem MS techniques have been made to achieve this purpose. This review describes the advanced research that has been done regarding mycotoxin determination using hyphenated chromatographic-MS techniques, but is not a full-circle survey of all the literature published on this topic. The present work provides an overview of the various hyphenated chromatographic-MS-based strategies that have been applied to mycotoxin analysis, with a focus on recent developments. The use of chromatographic-MS to measure levels of mycotoxins, including aflatoxins, ochratoxins, patulin, trichothecenes, zearalenone, and fumonisins, is discussed in detail. Both free and masked mycotoxins are included in this review due to different methods of sample preparation. Techniques are described in terms of sample preparation, internal standards, LC/ultra performance LC (UPLC) optimization, and applications and survey. Several future hyphenated MS techniques are discussed as well, including multidimensional chromatography-MS, capillary electrophoresis-MS, and surface plasmon resonance array-MS.
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Affiliation(s)
- Peiwu Li
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, P.R. China; Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Wuhan 430062, P.R. China; Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture, Wuhan 430062, P.R. China; Laboratory of Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture, Wuhan 430062, P.R. China; Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture, Wuhan 430062, P.R. China
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Asano T, Kimura M, Nishiuchi T. The defense response in Arabidopsis thaliana against Fusarium sporotrichioides. Proteome Sci 2012; 10:61. [PMID: 23110430 PMCID: PMC3507649 DOI: 10.1186/1477-5956-10-61] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2012] [Accepted: 10/05/2012] [Indexed: 11/22/2022] Open
Abstract
Background Certain graminaceous plants such as Zea mays and Triticum aestivum serve as hosts for Fusarium sporotrichioides; however, molecular interactions between the host plants and F. sporotrichioides remain unknown. It is also not known whether any interaction between Arabidopsis thaliana and F. sporotrichioides can occur. To understand these interactions, we performed proteomic analysis. Results Arabidopsis leaves and flowers were inoculated with F. sporotrichioides. Accumulation of PLANT DEFENSIN1.2 (PDF1.2) and PATHOGENESIS RELATED1 (PR1) mRNA in Arabidopsis were increased by inoculation of F. sporotrichioides. Furthermore, mitogen-activated protein kinase 3 (MPK3) and mitogen-activated protein kinase 6 (MPK6), which represent MAP kinases in Arabidopsis, were activated by inoculation of F. sporotrichioides. Proteomic analysis revealed that some defense-related proteins were upregulated, while the expression of photosynthesis- and metabolism-related proteins was down regulated, by inoculation with F. sporotrichioides. We carried out the proteomic analysis about upregulated proteins by inoculation with Fusarium graminearum. The glutathione S-transferases (GSTs), such as GSTF4 and GSTF7 were upregulated, by inoculation with F. graminearum-infected Arabidopsis leaves. On the other hand, GSTF3 and GSTF9 were uniquely upregulated, by inoculation with F. sporotrichioides. Conclusions These results indicate that Arabidopsis is a host plant for F. sporotrichioides. We revealed that defense response of Arabidopsis is initiated by infection with F. sporotrichioides.
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Affiliation(s)
- Tomoya Asano
- Division of Functional Genomics, Advanced Science Research Center, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-0934, Japan.
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Abstract
The combination of nanodiamond (ND) with biomolecular mass spectrometry (MS) makes rapid, sensitive detection of biopolymers from complex biosamples feasible. Due to its chemical inertness, optical transparency and biocompatibility, the advantage of NDs in MS study is unique. Furthermore, functionalization on the surfaces of NDs expands their application in the fields of proteomics and genomics for specific requirements greatly. This review presents methods of MS analysis based on solid phase extraction and elution on NDs and different application examples including peptide, protein, DNA, glycan and others. Owing to the quick development of nanotechnology, surface chemistry, new MS methods and the intense interest in proteomics and genomics, a huge increase of their applications in biomolecular MS analysis in the near future can be predicted.
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Affiliation(s)
- Xianglei Kong
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14850, USA
- The State Key Laboratory of Elemento-organic Chemistry, Nankai University, Tianjin 300071, China
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +1-607-255-3726; Fax: +1-607-255-4137
| | - Ping Cheng
- The School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China; E-Mail:
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Houska J, Panyala NR, Peña-Méndez EM, Havel J. Mass spectrometry of nanodiamonds. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2009; 23:1125-1131. [PMID: 19280609 DOI: 10.1002/rcm.3978] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Detonation nanodiamonds (NDs) were studied by time-of-flight mass spectrometry (TOF MS). The formation of singly charged carbon clusters, C(n) (+), with groups of clusters at n = 1-35, n approximately 160-400 and clusters with n approximately 8000 was observed. On applying either high laser energy or ultrasound, the position and intensity of the maxima change and a new group of clusters at n approximately 70-80 is formed. High carbon clusters consist of an even number of carbons while the percentage of odd-numbered clusters is quite low (< or =5-10%). On increasing the laser energy, the maximum of ionization (at n approximately 200 carbons) is shifted towards the lower m/z values. It is suggested that this is mainly due to the disaggregation of the original NDs. However, the partial destruction of NDs is also possible. The carbon clusters (n approximately 2-35) are partially hydrogenated and the average value of the hydrogenation was 10-30%. Trace impurities in NDs like Li, B, Fe, and others were detected at high laser energy. Several matrices for ionizing NDs were examined and NDs themselves can also be used as a matrix for the ionization of various organic compounds. When NDs were used as a matrix for gold nanoparticles, the formation of various gold carbides Au(m)C(n) was detected and their stoichiometry was determined. It was demonstrated that TOF MS can be used advantageously to analyze NDs, characterize their size distribution, aggregation, presence of trace impurities and surface chemistry.
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Affiliation(s)
- Jan Houska
- Department of Chemistry, Faculty of Science, Masaryk University, Kotlárská 2, 611 37 Brno, Czech Republic
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Jedlicková L, Gadas D, Havlová P, Havel J. Determination of ergosterol levels in barley and malt varieties in the Czech Republic via HPLC. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2008; 56:4092-4095. [PMID: 18476697 DOI: 10.1021/jf703675q] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Ergosterol is considered to be a suitable indicator of mold infestation in barley and malt. In this study ergosterol levels in different varieties of barley and malt produced in the Czech Republic were determined. A modified high-performance liquid chromatography (HPLC) method was statistically processed, validated (Effivalidation program), and applied to 124 samples of barley and malt. Ergosterol was isolated by extraction and saponification, and the quantification was performed using HPLC with diode array detection. The content of ergosterol ranged between the limit of detection (LOD) and 36.3 mg/kg in barley and between the LOD and 131.1 mg/kg in malt. Ergosterol is presumably connected with metabolites generated when barley grain is attacked by pathogens, and such barley often shows a high overfoaming (gushing) value. However, it was found that the content of ergosterol does not correlate with the degree of beer gushing.
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Affiliation(s)
- Lenka Jedlicková
- Department of Chemistry, Masaryk University, Brno, Czech Republic
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Current literature in mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2007; 42:547-558. [PMID: 17385794 DOI: 10.1002/jms.1073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
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Elosta S, Gajdošová D, Hégrová B, Havel J. MALDI TOF mass spectrometry of selected mycotoxins in barley. J Appl Biomed 2007. [DOI: 10.32725/jab.2007.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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