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Guo H, Liu T, Li J, Li E, Wen X, Chen F, Li S, Li Y, Yin Q, Zhu Q. Compound probiotics regulate the NRF2 antioxidant pathway to inhibit aflatoxin B 1-induced autophagy in mouse Sertoli TM4 cells. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 281:116619. [PMID: 38925031 DOI: 10.1016/j.ecoenv.2024.116619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 06/09/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024]
Abstract
This study investigated the effects of compound probiotics (CP) on AFB1-induced cytotoxicity in Sertoli TM4 cells. The L9 (3 × 3) orthogonal test was conducted to determine the optimal CP required for high AFB1 degradation in the artificial gastrointestinal fluid in vitro. The maximal AFB1 degradation rate was 40.55 % (P < 0.05) when the final viable count was 1.0 × 105 CFU/mL for Bacillus subtilis, Lactobacillus casein, and Saccharomyces cerevisiae. The effects of CP and the CP supernatant (CPS) on TM4 cell viability were evaluated to achieve the optimal protective conditions. When CPS4 (corresponding to CP viable counts of 1.0 × 104 CFU/mL) was added to the TM4 cells for 24 h, the cell viability reached 108.86 % (P < 0.05). AFB1 reduced TM4 cell viability in a concentration- and time-dependent manner at an AFB1 concentration ranging from 0 to 1.5 μM after 48-h AFB1 exposure. The optimal AFB1 concentration/times for low- and high damage models were 0.5 and 1.25 μM both for 24 h, which decreased viability to 76.04 % and 65.35 %, respectively. however, CPS4 added to low- and high-damage models increased the cell viability to 97.43 % and 75.12 %, respectively (P < 0.05). Transcriptome sequencing was performed based on the following designed groups: the control, 0.5 μM AFB1, 1.25 μM AFB1, CPS4, and CPS4+0.5 μM AFB1. The Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analysis was further performed to identify significantly enriched signaling pathways, which were subsequently verified. It was shown that AFB1 induced apoptosis by blocking the PI3K-AKT-mTOR pathway and upregulating autophagy proteins such as LC3B, Beclin1, and ATG5 while inhibiting autophagic flux. CPS4 promoted AFB1 degradation, activated the p62-NRF2 antioxidant, and inhibited ROS/TRPML1 pathways, thereby reducing ROS production and inflammation and ultimately alleviating AFB1-induced autophagy and apoptosis. These findings supports the potential of probiotics to protect the male reproductive system from toxin damage.
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Affiliation(s)
- Hongwei Guo
- Second Department of Urology, Affiliated Central Hospital of Huanghuai University, Zhumadian 463000, China; College of Biology and Food Engineering, Huanghuai University, Zhumadian 463000, China
| | - Taiyang Liu
- Second Department of Urology, Zhumadian Center Hospital, Zhumadian 463000, China
| | - Jie Li
- Second Department of Urology, Zhumadian Center Hospital, Zhumadian 463000, China
| | - Enzhong Li
- College of Biology and Food Engineering, Huanghuai University, Zhumadian 463000, China
| | - Xiuhua Wen
- Second Department of Urology, Zhumadian Center Hospital, Zhumadian 463000, China.
| | - Fujia Chen
- College of Biology and Food Engineering, Huanghuai University, Zhumadian 463000, China
| | - Siqaing Li
- College of Biology and Food Engineering, Huanghuai University, Zhumadian 463000, China
| | - Yun Li
- College of Biology and Food Engineering, Huanghuai University, Zhumadian 463000, China
| | - Qingqiang Yin
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou 450046, China
| | - Qun Zhu
- Henan Delin Biological Product Co. Ltd., Xinxiang 453000, China
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Guo J, Zhang H, Zhao Y, Hao X, Liu Y, Li S, Wu R. Identification of a Novel Aflatoxin B 1-Degrading Strain, Bacillus halotolerans DDC-4, and Its Response Mechanisms to Aflatoxin B 1. Toxins (Basel) 2024; 16:256. [PMID: 38922150 PMCID: PMC11209560 DOI: 10.3390/toxins16060256] [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: 04/30/2024] [Revised: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/27/2024] Open
Abstract
Aflatoxin B1 (AFB1) contamination is a food safety issue threatening human health globally. Biodegradation is an effective method for overcoming this problem, and many microorganisms have been identified as AFB1-degrading strains. However, the response mechanisms of these microbes to AFB1 remain unclear. More degrading enzymes, especially of new types, need to be discovered. In this study, a novel AFB1-degrading strain, DDC-4, was isolated using coumarin as the sole carbon source. This strain was identified as Bacillus halotolerans through physiological, biochemical, and molecular methods. The strain's degradation activity was predominantly attributable to thermostable extracellular proteins (degradation rate remained approximately 80% at 90 °C) and was augmented by Cu2+ (95.45% AFB1 was degraded at 48 h). Alpha/beta hydrolase (arylesterase) was selected as candidate AFB1-degrading enzymes for the first time as a gene encoding this enzyme was highly expressed in the presence of AFB1. Moreover, AFB1 inhibited many genes involved in the nucleotide synthesis of strain DDC-4, which is possibly the partial molecular mechanism of AFB1's toxicity to microorganisms. To survive under this stress, sporulation-related genes were induced in the strain. Altogether, our study identified a novel AFB1-degrading strain and explained its response mechanisms to AFB1, thereby providing new insights for AFB1 biodegradation.
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Affiliation(s)
- Jia Guo
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
- Engineering Research Center of Food Fermentation Technology, Liaoning, Key Laboratory of Microbial Fermentation Technology Innovation, Shenyang 110866, China
| | - Hanlu Zhang
- Greens SCI. & TECH. Development Co., Ltd., Tangshan 063299, China;
| | - Yixuan Zhao
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
| | - Xiaoxu Hao
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
| | - Yu Liu
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
| | - Suhong Li
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
| | - Rina Wu
- College of Food Science, Shenyang Agricultural University, Shenyang 110866, China; (J.G.); (Y.Z.); (X.H.); (Y.L.)
- Engineering Research Center of Food Fermentation Technology, Liaoning, Key Laboratory of Microbial Fermentation Technology Innovation, Shenyang 110866, China
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Arimboor R. Metabolites and degradation pathways of microbial detoxification of aflatoxins: a review. Mycotoxin Res 2024; 40:71-83. [PMID: 38151634 DOI: 10.1007/s12550-023-00515-0] [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: 10/12/2023] [Revised: 12/05/2023] [Accepted: 12/14/2023] [Indexed: 12/29/2023]
Abstract
The degradation of aflatoxins using nonpathogenic microbes and their enzymes is emerging as a safe and economical alternative to chemical and physical methods for the detoxification of aflatoxins in food and feeds. Many bacteria and fungi have been identified as aflatoxin degraders. This review is focused on the chemical identification of microbial degradation products and their degradation pathways. The microbial degradations of aflatoxins are initiated by oxidation, hydroxylation, reduction, or elimination reactions mostly catalyzed by various enzymes belonging to the classes of laccase, reductases, and peroxidases. The resulting products with lesser chemical stability further undergo various reactions to form low molecular weight products. Studies on the chemical and biological nature of degraded products of aflatoxins are necessary to ensure the safety of the decontamination process. This review indicated the need for an integrated approach including decontamination studies using culture media and food matrices, proper identification and toxicity profiling of degraded products of aflatoxins, and interactions of microbes and the degradation products with food matrices for developing practical and effective microbial detoxification process.
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Affiliation(s)
- Ranjith Arimboor
- Spices Board Quality Evaluation Laboratory, SIPCOT, Gummidipoondi, Chennai, 601201, India.
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Yuan S, Wu Y, Jin J, Tong S, Zhang L, Cai Y. Biocontrol Capabilities of Bacillus subtilis E11 against Aspergillus flavus In Vitro and for Dried Red Chili ( Capsicum annuum L.). Toxins (Basel) 2023; 15:toxins15050308. [PMID: 37235343 DOI: 10.3390/toxins15050308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/22/2023] [Accepted: 04/23/2023] [Indexed: 05/28/2023] Open
Abstract
As a condiment with extensive nutritional value, chili is easy to be contaminated by Aspergillus flavus (A. flavus) during field, transportation, and storage. This study aimed to solve the contamination of dried red chili caused by A. flavus by inhibiting the growth of A. flavus and detoxifying aflatoxin B1 (AFB1). In this study, Bacillus subtilis E11 (B. subtilis) screened from 63 candidate antagonistic bacteria exhibited the strongest antifungal ability, which could not only inhibit 64.27% of A. flavus but could also remove 81.34% of AFB1 at 24 h. Notably, scanning electron microscopy (SEM) showed that B. subtilis E11 cells could resist a higher concentration of AFB1, and the fermentation supernatant of B. subtilis E11 could deform the mycelia of A. flavus. After 10 days of coculture with B. subtilis E11 on dried red chili inoculated with A. flavus, the mycelia of A. flavus were almost completely inhibited, and the yield of AFB1 was significantly reduced. Our study first concentrated on the use of B. subtilis as a biocontrol agent for dried red chili, which could not only enrich the resources of microbial strains for controlling A. flavus but also could provide theoretical guidance to prolong the shelf life of dried red chili.
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Affiliation(s)
- Shenglan Yuan
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
| | - Yongjun Wu
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
| | - Jing Jin
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
| | - Shuoqiu Tong
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
| | - Lincheng Zhang
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
| | - Yafei Cai
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), College of Life Sciences/Institute of Agro-Bioengineering, Guizhou University, Guiyang 550025, China
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Biodegradation of Aflatoxin B1 in Maize Grains and Suppression of Its Biosynthesis-Related Genes Using Endophytic Trichoderma harzianum AYM3. J Fungi (Basel) 2023; 9:jof9020209. [PMID: 36836323 PMCID: PMC9964583 DOI: 10.3390/jof9020209] [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: 01/08/2023] [Revised: 01/27/2023] [Accepted: 02/03/2023] [Indexed: 02/09/2023] Open
Abstract
Aflatoxin B1 is one of the most deleterious types of mycotoxins. The application of an endophytic fungus for biodegradation or biosuppression of AFB1 production by Aspergillus flavus was investigated. About 10 endophytic fungal species, isolated from healthy maize plants, were screened for their in vitro AFs-degrading activity using coumarin medium. The highest degradation potential was recorded for Trichoderma sp. (76.8%). This endophyte was identified using the rDNA-ITS sequence as Trichoderma harzianum AYM3 and assigned an accession no. of ON203053. It caused a 65% inhibition in the growth of A. flavus AYM2 in vitro. HPLC analysis revealed that T. harzianum AYM3 had a biodegradation potential against AFB1. Co-culturing of T. harazianum AYM3 and A. flavus AYM2 on maize grains led to a significant suppression (67%) in AFB1 production. GC-MS analysis identified two AFB1-suppressing compounds, acetic acid and n-propyl acetate. Investigating effect on the transcriptional expression of five AFB1 biosynthesis-related genes in A. flavus AYM2 revealed the downregulating effects of T. harzianum AYM3 metabolites on expression of aflP and aflS genes. Using HepaRG cell line, the cytotoxicity assay indicated that T. harazianum AYM3 metabolites were safe. Based on these results, it can be concluded that T. harzianum AYM3 may be used to suppress AFB1 production in maize grains.
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Boukaew S, Prasertsan P, Mahasawat P, Sriyatep T, Petlamul W. Efficacy of the antifungal metabolites of Streptomyces philanthi RL-1-178 on aflatoxin degradation with its application to prevent aflatoxigenic fungi in stored maize grains and identification of the bioactive compound. World J Microbiol Biotechnol 2022; 39:24. [PMID: 36422721 DOI: 10.1007/s11274-022-03470-7] [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: 09/27/2022] [Accepted: 11/15/2022] [Indexed: 11/25/2022]
Abstract
Aflatoxin B1 is a potent carcinogen produced by Aspergillus flavus (A. flavus) and Aspergillus. parasiticus (A. parasiticus), mainly during grain storage. The efficacy of the freeze-dried culture filtrate of Streptomyces philanthi (S. philanthi) strain RL-1-178 (DCF) on degradation of aflatoxin B1 (AFB1) were evaluated and its bioactive compounds were identified. The DCF at a concentration of 9.0% (w/v) completely inhibited growth and AFB1 production of A. parasiticus TISTR 3276 and A. flavus PSRDC-4 after 7 days tested in yeast-extract sucrose (YES) medium and on stored maize grains after 28 and 14 days incubation, respectively. This indicated the more tolerance of A. parasiticus over A. flavus. The DCF and bacterial cells of S. philanthi were capable to degrade AFB1 by 85.0% and 100% for 72 h and 8 days, respectively. This confirmed the higher efficacy of the DCF over the cells. After separation of the DCF on thin-layer chromatography (TLC) plate by bioautography bioassay, each active band was identified by liquid chromatography-quadrupole time of flight mass spectrometer (LC-Q-TOF MS/MS). The results revealed two compounds which were identified as azithromycin and an unknown based on mass ions of both ESI+ and ESI- modes. The antifungal metabolites in the culture filtrate of S. philanthi were proved to degrade aflatoxin B1. It could be concluded that the DCF may be applied to prevent the growth of the two aflatoxin-producing fungi as well as the occurrence of aflatoxin in the stored maize grains.
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Affiliation(s)
- Sawai Boukaew
- College of Innovation and Management, Songkhla Rajabhat University, Songkhla, 90000, Thailand.
| | - Poonsuk Prasertsan
- Research and Development Office, Prince of Songkla University, Songkhla, 90112, Thailand
| | - Pawika Mahasawat
- Programme in Biology and Applied Biology, Faculty of Science and Technology, Songkhla Rajabhat University, Songkhla, 90000, Thailand
| | - Teerayut Sriyatep
- Programme in Chemistry, Faculty of Science and Technology, Songkhla Rajabhat University, Songkhla, 90000, Thailand
| | - Wanida Petlamul
- College of Innovation and Management, Songkhla Rajabhat University, Songkhla, 90000, Thailand
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Song C, Yang J, Wang Y, Ding G, Guo L, Qin J. Mechanisms and transformed products of aflatoxin B1 degradation under multiple treatments: a review. Crit Rev Food Sci Nutr 2022; 64:2263-2275. [PMID: 36102160 DOI: 10.1080/10408398.2022.2121910] [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] [Indexed: 11/03/2022]
Abstract
Aflatoxins, including aflatoxin B1, B2, G1, G2, M1, and M2, are one of the major types of mycotoxins that endangers food safety, human health, and contribute to the immeasurable loss of food and agricultural production in the world yearly. In addition, aflatoxin B1 (AFB1) mainly produced by Aspergilus sp. is the most potent of these compounds and has been well documented to cause the development of hepatocellular carcinoma in humans and animals. This paper reviewed the detoxification and degradation of AFB1, including analysis and summary of the major technologies in physics, chemistry, and biology in recent years. The chemical structure and toxicity of the transformed products, and the degradation mechanisms of AFB1 are overviewed and discussed in this presented review. In addition to the traditional techniques, we also provide a prospective study on the use of emerging detoxification methods such as natural products and photocatalysis. The purpose of this work is to provide reference for AFB1 control and detoxification, and to promote the development of follow-up research.
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Affiliation(s)
- Chenggang Song
- College of Plant Science, Jilin University, Changchun, P. R. China
| | - Jian Yang
- State Key Laboratory of Dao-di Herbs, China Academy of Chinese Medical Sciences, Beijing, P. R. China
| | - Yanduo Wang
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Gang Ding
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Lanping Guo
- State Key Laboratory of Dao-di Herbs, China Academy of Chinese Medical Sciences, Beijing, P. R. China
| | - Jianchun Qin
- College of Plant Science, Jilin University, Changchun, P. R. China
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Functional Characterization and Whole-Genome Analysis of an Aflatoxin-Degrading Rhodococcus pyridinivorans Strain. BIOLOGY 2022; 11:biology11050774. [PMID: 35625502 PMCID: PMC9138218 DOI: 10.3390/biology11050774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 05/09/2022] [Accepted: 05/13/2022] [Indexed: 11/21/2022]
Abstract
Simple Summary The microbiological degradation of AFB1 has been a promising approach to control AFB1 contamination. Here, we characterize a Rhodococcus pyridinivorans strain that can efficiently degrade AFB1. The AFB1-degrading capacity of this bacterial strain was characterized, and the completed genome was sequenced and analyzed. Further proteomic analyses of this strain identified a total of 723 proteins in an extracellular component that showed the strongest capacity to degrade AFB1 (degradation rate 83.7%). Multiple potential AFB1-degrading enzymes, and enzymes that are reported to respond to AFB1 treatment, have been identified accordingly. These findings provide a genomic, proteomic, and experimental approach for characterizing an efficient AFB1-degrading bacterial strain with great potential for use in the remediation of AFB1 contamination. Abstract Aflatoxin B1 (AFB1) is one of the most toxic, naturally occurring carcinogen compounds and is produced by specific strains of fungi. Crop contamination with AFB1 can cause huge economic losses and serious health problems. Many studies have examined the microbiological degradation of AFB1, especially the use of efficient AFB1-degrading microorganisms, to control AFB1 contamination. Here, we reported the identification of a new Rhodococcus pyridinivorans strain (4-4) that can efficiently degrade AFB1 (degradation rate 84.9%). The extracellular component of this strain showed the strongest capacity to degrade AFB1 (degradation rate 83.7%). The effects of proteinase K, SDS, temperature, pH, incubation time, and AFB1 concentration on the AFB1 degradation ability of the extracellular component were investigated. We sequenced the complete genome of this strain, encoding 5246 protein-coding genes and 169 RNA genes on a circular chromosome and two plasmids. Comparative genomic analysis revealed high homology with other Rhodococcus strains with high AFB1-degradation ability. Further proteomic analyses of this strain identified a total of 723 proteins in the extracellular component, including multiple potential AFB1-degrading enzymes, along with enzymes that are reported to response to AFB1 treatment. Overall, the results demonstrate that R. pyridinivorans 4-4 would be an excellent candidate for the biodegradation and detoxification of AFB1 contamination.
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Application of the in-situ biological detoxification polymer for the improvement of AFB1 detoxification. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Wang L, Huang W, Shen Y, Zhao Y, Wu D, Yin H, Yang S, Yuan Q, Liang W, Wang J. Enhancing the degradation of Aflatoxin B 1 by co-cultivation of two fungi strains with the improved production of detoxifying enzymes. Food Chem 2022; 371:131092. [PMID: 34543924 DOI: 10.1016/j.foodchem.2021.131092] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 09/02/2021] [Accepted: 09/06/2021] [Indexed: 01/08/2023]
Abstract
After the co-culture of Aspergillus niger and Pleurotus ostreatus, the obtained extracellular crude enzymes solution was employed to aflatoxin B1 (AFB1) degradation. The maximum AFB1 degradation with co-culture reached 93.4%, which increased by 65.9% and 37.6%, respectively, compared with those of the mono-culture of Pleurotus ostreatus and Aspergillus niger. The molecular weight of the key detoxifying enzymes isolated by ultrafiltration was 58 and 63 kDa by SDS-PAGE analysis. The purified detoxifying enzymes had a high detoxification effect on AFB1 with the degradation rate of 94.7%. It was found that the co-culture of Pleurotus ostreatus and Aspergillus niger promoted the production of 58 and 63 kDa detoxifying enzymes to enhance the AFB1 degradation. The chemical structure of major degradation products of AFB1 by the mixed cultures were preliminarily identified by LC-Triple TOF MS. Two pathways of AFB1 degradation were inferred with the high potential of fungal co-cultivations for AFB1 detoxification applications.
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Affiliation(s)
- Le Wang
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Wei Huang
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Yan Shen
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Yawei Zhao
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Dapeng Wu
- School of Environment, Henan Normal University, 453001 Xinxiang, China.
| | - Haicheng Yin
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Shuoye Yang
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Qipeng Yuan
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing 100029, China.
| | - Wenhui Liang
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China
| | - Jinshui Wang
- College of Biological Engineering, National Engineering Laboratory for Wheat & Corn Further Processing, Henan University of Technology, 450001 Zhengzhou, China.
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