Bioinformatics analysis of aflatoxins produced by Aspregillus sp. in basic consumer grain (corn and rice) in Saudi Arabia
DOI:
https://doi.org/10.5219/1020Keywords:
PCR, Sequences, Phylogenetic tree, Protein toxin gene, antigenic determinantsAbstract
The food contaminants by aflatoxins are inevitable even when all precautions and good agricultural practices are applied. Samples of white rice and corn (yellow, red) grains were collected from different local markets and houses. Three Aspergillus flavus strain isolated were identified using molecular characterization of AFLR (aflR) toxin gene. DNA genome of the three A. flavus isolates (namely A. flavus _ YC; A. flavus _ RC; A. flavus _ Rice) which corresponds to isolates from, yellow corn, red corn and white rice respectively were used as a template for PCR to amplify Aspergillus flavus AFLR (aflR) toxin gene. Partially sequenced was amplified using a specific primer set to confirm its identity, phylogenetic relationships between the three isolates as well as determination of the corresponding antigenic determinants. The epitope prediction analysis demonstrated that there were 1, 2, 3 and 4 epitopes whose score were equal 1 in A. flavus _ YC; A. flavus _ RC; A. flavus _ Rice, respectively. Interestingly, there were great dissimilarity in the epitope sequences among the three isolates except in RLQEGGDDAAGIPA, SPPPPVETQGLGGD, RPSESLPSARSEQG and PAHNTYSTPHAHTQ were found to be similar between all isolates. This work articulates that the molecular identification and characterization of three A. flavus using Aspergillus flavus AFLR (aflR) toxin gene and the unique antigenic determinants that could be used for design of a broad-spectrum antibody for rapid detection of A. flavus in foods and support quality system of food safety.
Downloads
Metrics
References
Aamot, H. U., Ward, T. J., Brodal, G., Vrålstad, T., Larsen, G. B., Klemsdal, S. S., Elameen, A., Uhlig, S., Hofgaard, I. S. 2015. Genetic and phenotypic diversity within the Fusarium graminearum species complex in Norway. European Journal of Plant Pathology, vol. 142, no. 3, p. 501-519. https://doi.org/10.1007/s10658-015-0629-4 DOI: https://doi.org/10.1007/s10658-015-0629-4
Abbas, H. K., Reddy, R. N., Salleh, B., Saad, B., Abel, C. A., Shier, W. T. 2010. An overview of mycotoxin contamination in foods and its implications for human health. Toxin Reviews, vol. 29, no. 1, p. 3-26. https://doi.org/10.3109/15569541003598553 DOI: https://doi.org/10.3109/15569541003598553
Abd-Allah, E. F., Ezzat, S. M. 2005. Natural occurrence of citrinin in rice grains and its biocontrol by Trichoderma hamatum. Phytoparasitica; vol. 33, no. 1, p. 73-84. https://doi.org/10.1007/BF02980928 DOI: https://doi.org/10.1007/BF02980928
Abdel-Fatah, Sh. M., Noah Badr, A., Abu Sree, Y. H., Amar, H. A. 2017. Mycotoxigenic Fungi and Mycotoxins in Egyptian Barley under Climate Changes. Research J. Environm. Toxico. vol.11 no. 1, p. 1-10. DOI: https://doi.org/10.3923/rjet.2017.1.10
Abdel-Wahhab, M. A., Ahmed, H. H., Hagazi, M. M. 2006. Prevention of aflatoxin B1-initiated hepatotoxicity in rat by marine algae extracts. J. Appl. Toxicol., vol. 26, no. 3, p. 229-238. https://doi.org/10.1002/jat.1127 DOI: https://doi.org/10.1002/jat.1127
Abdulkadar, A. H. W., Al-Ali, A. A., Al-Kildi, A. M., Al-Jedah, J. H. 2004. Mycotoxins in food products available in Qatar. Food Control, vol. 15, no. 7, p. 543-548. https://doi.org/10.1016/j.foodcont.2003.08.008 DOI: https://doi.org/10.1016/j.foodcont.2003.08.008
Abou-Zeid, A., Metwally, M., Farid, B. 1997. Physiological and hepatotoxic studies on fungal aflatoxin isolated from Egyptian cereals. Egyptian Journal of Microbiology, vol. 32, no. 1, p. 83-98.
Aftabuddin, M., Kundu, S. 2007. Hydrophobic, hydrophilic, and charged amino acid networks within protein. Biophys. J., vol. 93, no. 1, p. 225-231. https://doi.org/10.1529/biophysj.106.098004 DOI: https://doi.org/10.1529/biophysj.106.098004
Alam, M., Chamhuri, S., Basri, T., Mazlin, M., Mohd, E. T. 2015. Climate change adaptation policy in Malaysia: Issues for agricultural sector. Braz. J. Microbiol., vol. 46 no. 2, p. 337-346. https://doi.org/10.5897/AJARX11.030 DOI: https://doi.org/10.5897/AJARX11.030
Alizadeh, A. M., Rohandel, G., Roudbarmohammadi, S., Roudbary, M., Sohanaki, H., Ghiasian, S. A., Taherkhani, A., Semnani, S., Aghasi, M. 2012. Fumonisin B1 contamination of cereals and risk of esophageal cancer in a high-risk area in northeastern Iran. Asian Pac. J. Cancer Prev., vol. 13, no. 6, p. 2625-2628. https://doi.org/10.7314/APJCP.2012.13.6.2625 DOI: https://doi.org/10.7314/APJCP.2012.13.6.2625
Ariño, A., Juan, T., Estopañan, G., González-Cabo, J. F. 2007. Natural occurrence of Fusarium species, fumonisin production by toxigenic strains, and concentrations of fumonisins B-1 and B-2 in conventional and organic maize grown in Spain. Journal of Food Protection vol. 2007, no. 70, p. 151-156. https://doi.org/10.4315/0362-028X-70.1.151 DOI: https://doi.org/10.4315/0362-028X-70.1.151
Ashiq, S. 2015. Natural occurrence of Mycotoxins in Food and Feed: Pakistan Perspective. Comprehensive Reviews in food science and food safety, vol. 14, no. 2, p. 159-175. https://doi.org/10.1111/1541-4337.12122 DOI: https://doi.org/10.1111/1541-4337.12122
Bhat, R., Rai, R. V., Karim, A. A. 2010. Mycotoxins in Food and Feed: Present Status and Future Concerns. Comprehensive Reviews in Food Science and Food Safety, vol. 9, no. 1, p. 57-81. https://doi.org/10.1111/j.1541-4337.2009.00094.x DOI: https://doi.org/10.1111/j.1541-4337.2009.00094.x
Bhatnagar, D. K., Ehrlich, C., Cleveland, T. E. 2003. Molecular genetic analysis and regulation of aflatoxin biosynthesis. Appl. Microbiol. Biotechnol., vol. 61, no. 2, p. 83-93. https://doi.org/10.1007/s00253-002-1199-x DOI: https://doi.org/10.1007/s00253-002-1199-x
Bhatnagar, D., Cary, J. W., Ehrlich, K., Yu, J., Cleveland, T. E. 2006. Understanding the genetics of regulation of aflatoxin production and Aspergillus flavus development. Mycopathologia; vol. 162, no. 3, p. 255-266. https://doi.org/10.1007/s11046-006-0050-9 DOI: https://doi.org/10.1007/s11046-006-0050-9
Bilodeau, G. J. 2011. Quantitative polymerase chain reaction for the detection of organisms in soil. CAB Rev: Perspect Agr., Vet. Sci., Nutr. Natl. Res., vol. 6, no. 14, p. 1-14. https://doi.org/10.1079/PAVSNNR20116014 DOI: https://doi.org/10.1079/PAVSNNR20116014
Bok, J. W., Keller, N. P. 2004. LaeA, a regulator of secondary metabolism in Aspergillus spp. Eukaryot Cell, vol. 3, no. 2, p. 527-535. https://doi.org/10.1128/EC.3.2.527-535.2004 DOI: https://doi.org/10.1128/EC.3.2.527-535.2004
Boutigny, A. L., Beukes, I., Small, I., Zühlke, S., Spiteller, M., Van Rensburg, B. J., Flett, B., Viljoen, A. 2012. Quantitative detection of Fusarium pathogens and their mycotoxins in South African maize. Plant Pathol., vol. 61, no. 3, p. 522-531. https://doi.org/10.1111/j.1365-3059.2011.02544.x DOI: https://doi.org/10.1111/j.1365-3059.2011.02544.x
Brožková, I., Šmahová, P., Vytřasová, J., Moťková, P., Pejchalová, M., Šilha, D. 2015. Influence of chosen microbes and some chemical substances on the production of aflatoxins. Potravinarstvo, vol. 9, no. 1, p. 9-17. https://doi.org/10.5219/416 DOI: https://doi.org/10.5219/416
Caldas, W., Silva, S., Oliveira, J. 2002. Aflatoxinase e ocratoxina a emalimentos e riscos para a saude humana. (Aflatoxins and ochratoxin A in food and the risks to human health). Revista de Saude Publica, vol. 36, no. 3, p. 31932. https://doi.org/10.1590/S0034-89102002000300010 DOI: https://doi.org/10.1590/S0034-89102002000300010
Cary, J. W., Ehrlich, K. C., Wright, M., Chang, P. K., Bhatnagar, D. 2000. Generation of aflR disruption mutants of Aspergillus parasiticus. Appl. Microbiol. Biotechnol., vol. 53, no. 6, p. 680-684. https://doi.org/10.1007/s002530000319 DOI: https://doi.org/10.1007/s002530000319
Cendoya, E., Monge, M. P., Palacios, S. A., Chiacchiera, S. M., Torres, A. M., Farnochi, M. C., Ramirez, M. L. 2014. Fumonisin occurrence in naturally contaminated wheat grain harvested in Argentina. Food Control, vol. 37, p. 56-61. https://doi.org/10.1016/j.foodcont.2013.09.031 DOI: https://doi.org/10.1016/j.foodcont.2013.09.031
Chandelier, A., Planchon, V., Oger, R. 2010. Determination of cycle cut off in real-time PCR for the detection of regulated plant pathogens. Bull. OEPP., vol. 40, no. 1, p. 52-58. https://doi.org/10.1111/j.1365-2338.2009.02354.x DOI: https://doi.org/10.1111/j.1365-2338.2009.02354.x
Chen, R. S., Tsay, J. G., Huang, Y. F., Chiou, R. Y. 2002. Polymerase chain reaction-mediated characterization of molds belonging to the Aspergillus flavus group and detection of Aspergillus parasiticus in peanut kernels by a multiplex polymerase chain reaction. J. Food. Prot., vol. 65, no. 5, p. 840-844. https://doi.org/10.4315/0362-028X-65.5.840 DOI: https://doi.org/10.4315/0362-028X-65.5.840
Covarelli, L., Beccari, G., Prodi, A., Generotti, S., Etruschi, F., Juan, C., Ferrer, E., Mañes, J. 2015. Fusarium species, chemotype characterisation and trichothecene contamination of durum and soft wheat in an area of central Italy. Journal of the Science of Food and Agriculture, vol. 95, no. 3, p. 540-551. https://doi.org/10.1002/jsfa.6772 DOI: https://doi.org/10.1002/jsfa.6772
Creepy, E. E. 2002. Update of survey, regulation and toxic effects of mycotoxins in Europe. Toxicology Letters, vol. 127, no, 1-3, p. 19-28. DOI: https://doi.org/10.1016/S0378-4274(01)00479-9
de Souza, M. P., Bittencourt, M. L., Canielles, C., Marcela, F. R., Renata, P. A., Dâmaris, S., Pérola, O. Magalhães. 2005. A biotechnology perspective of fungal proteases. African Journal of Agricultural Research, vol. 7, no. 9, p. 1368-1373, https://doi.org/10.1590/S1517-838246220140359 DOI: https://doi.org/10.1590/S1517-838246220140359
Dean, R., Van Kan, J. A. L., Pretorius, Z. A. 2012. The Top10 fungal pathogens in molecular plant pathology. Mol. Plant. Pathol., vol. 13, no. 4, p. 410-430. https://doi.org/10.1111/j.1364-3703.2011.00783.x DOI: https://doi.org/10.1111/j.1364-3703.2011.00783.x
Degola, F., Berni, E., Dall'Asta, C., Spotti, E., Marchelli, R., Ferrero, I., Restivo, F. M. 2007. A multiplex RT-PCR approach to detect aflatoxingenic strains of Aspergillus flavus. J Appl Microbiol., vol. 203, no. 2, p. 409-427. https://doi.org/10.1111/j.1365-2672.2006.03256.x DOI: https://doi.org/10.1111/j.1365-2672.2006.03256.x
Duan. C., Wang, X., Zhen-dong, Z. H. U., WU, X. 2007. Testing of Seedborne Fungi in Wheat Germplasm Conserved in the National Crop Genebank of China. Agric. Sci. China, vol. 6, no. 6, p. 682-687. https://doi.org/10.1016/S1671-2927(07)60100-X DOI: https://doi.org/10.1016/S1671-2927(07)60100-X
Ehrlich, K. C., Montalbano, B. G., Cotty, P. J. 2003. Sequence comparison of aflR from different Aspergillus species provides evidence for variability in regulation of aflatoxin production. Fungal Genet. Biol., vol. 38, no. 1, p. 63-74. DOI: https://doi.org/10.1016/S1087-1845(02)00509-1
El-Manzalawy, Y., Dobbs, D., Honavar, V. 2008a. Predicting linear B-cell epitopes using string kernels. J. Mol. Recognit., vol. 21, no. 4, p. 243-255. https://doi.org/10.1002/jmr.893 DOI: https://doi.org/10.1002/jmr.893
El-Manzalawy, Y., Dobbs, D., Honavar, V. 2008b. Predicting flexible length linear B-cell epitopes. Comput. Syst. Bioinformatics Conf., vol. 7, p. 121-32. https://doi.org/10.1142/9781848162648_0011 DOI: https://doi.org/10.1142/9781848162648_0011
El-Sayed, A. M. A. A. 1996. Natural occurrence of ochratoxin A and citrinin in food stuffs in Egypt. Mycotoxin Res., vol. 12, no. 1, p. 41-4. https://doi.org/10.1007/BF03192079 DOI: https://doi.org/10.1007/BF03192079
Fatah, S. I. A. E., Naguib, M. M., El-Hossiny, E. N., Sultan, Y., Abodalam, Y., Yli-Mattila, T. 2015. Molecular versus Morphological Identification of Fusarium spp. isolated from Egyptian corn. Research Journal of Pharmaceutical, Biological and Chemical Sciences, vol. 6, no. 4, p. 1813-1822.
Fox, E. M., Howlett, B. J. 2008. Secondary metabolism: regulation and role in fungal biology. Curr. Opin. Microbiol., vol. 11, no. 6, p. 481-487. https://doi.org/10.1016/j.mib.2008.10.007 DOI: https://doi.org/10.1016/j.mib.2008.10.007
Frisvad, J. C., Hubka, V., Ezekiel, C. N., Hong, S. B., Nováková, A., Chen, A. J., Arzanlou, M., Larsen, T. O., Sklenář, F., Mahakarnchanakul, W., Samson, R. A., Houbraken, J. 2019. Taxonomy of Aspergillus section Flavi and their production of aflatoxins, ochratoxins and other mycotoxins. Stud Mycol., vol. 93, p. 1-63. https://doi.org/10.1016/j.simyco.2018.06.001 DOI: https://doi.org/10.1016/j.simyco.2018.06.001
Fung, F., Clark, R. 2004. Health effects of mycotoxins: a toxicological overview. J. Toxicol. Clin. Toxicol., vol. 42, no. 2, p. 217-34. https://doi.org/10.1081/CLT-120030947 DOI: https://doi.org/10.1081/CLT-120030947
Geiser, D. M., Klich, M. A., Frisvad, J. C., Peterson, S. W., Varga, J., Samson, R. A. 2007. The current status of species recognition and identification in Aspergillus. Stud. Mycol., vol. 59, p. 1-10. https://doi.org/10.3114/sim.2007.59.01 DOI: https://doi.org/10.3114/sim.2007.59.01
Hussein, H. S., Brasel, J. M. 2001. Toxicity, metabolism, and impact of mycotoxins on humans and animals. Toxicology, vol. 167, no. 2, p. 101-134. DOI: https://doi.org/10.1016/S0300-483X(01)00471-1
Hussien, T., Carlobos Lopez, A. L., Chris, T., Cumagum, J. C., Yli-Mattila, T. 2017. Identification and quantification of fumonisin-producing Fusarium species in grain and soil samples from Egypt and the Philippines. Phytopathologia Mediterranea, vol. 56, no. 1, p. 146-153. https://doi.org/10.14601/Phytopathol_Mediterr-20294
Ibrahim, T. F., El-Abedeen, A. Z., El-Morsy, G. A., El-Azhary, T. M. 1998. Aflatoxins in Egyptian sorghum grains: detection and estimation. J. Agric. Res., vol. 76, p. 923-931.
Ito, T., Matsui, Y., Ago, T, Ota, K., Sumimoto, H. 2001. Novel modular domain PB1 recognizes PC motif to mediate functional protein-protein interactions. EMBO J. vol. 20, no. 15, p 3938-3946. https://doi.org/10.1093/emboj/20.15.3938 DOI: https://doi.org/10.1093/emboj/20.15.3938
Juan, C., Zinedine, A., Molto, J.C., Idrissi, L., Manes, J. 2008. Aflatoxins levels in dried fruits and nuts from Rabat-sale area, Morocco. Food Control, vol. 19, p. 849-853. https://doi.org/10.1016/j.foodcont.2007.08.010 DOI: https://doi.org/10.1016/j.foodcont.2007.08.010
Kachapulula, P. W., Akello, J., Bandyopadhyay, R., Cotty, P. J. 2017. Aspergillus section Flavi community structure in Zambia influences aflatoxin contamination of maize and groundnut. Int. J. Food Microbiol., vol. 16, no. 261, p. 49-56. https://doi.org/10.1016/j.ijfoodmicro.2017.08.014 DOI: https://doi.org/10.1016/j.ijfoodmicro.2017.08.014
Kolaskar, A. S., Tongaonkar, P. C. 1990. A semi-empirical method for prediction of antigenic determinants on protein antigens. FEBS Lett., vol. 276, no. 1-2, p. 172-174. https://doi.org/10.1016/0014-5793(90)80535-Q DOI: https://doi.org/10.1016/0014-5793(90)80535-Q
Kovacs, M. 2004. Nutritional health aspects of mycotoxins. Orvosi Hetilap, vol. 145, no. 34, p. 1739-1746.
Kumar, V., Basu, M. S., Rajendran, T. P. 2008. Mycotoxin research and mycoflora in some commercially important agricultural commodities. Crop protection, vol. 27, no. 6, p. 891-905. https://doi.org/10.1016/j.cropro.2007.12.011 DOI: https://doi.org/10.1016/j.cropro.2007.12.011
Leach, J. E., White, F. F., Rhoads, M. L., Leung, H. 1990. A Repetitive DNA Sequence Differentiates Xanthomonas campestris pv. oryzae from Other Pathovars of X. campestris. Mol. Plant-Microbe Interact., vol. 3, no. 4, p. 238. https://doi.org/10.1094/MPMI-3-238 DOI: https://doi.org/10.1094/MPMI-3-238
Lee, T., Lee, S. H., Shin, J. Y., Yun, J. C., Lee, Y. W., Ryu, J. G. 2011. Occurrence of Fusarium mycotoxins in rice and its milling by-products in Korea. J Food Prot., vol. 74, no. 7, p. 1169-1174. https://doi.org/10.4315/0362-028X.JFP-10-564 DOI: https://doi.org/10.4315/0362-028X.JFP-10-564
Leslie, J. F., Summerell, B. A., Bullock, S. 2006. The Fusarium Laboratory Manual. Ames, Lowa, USA : Black well professional publishing, 388 p. ISBN: 978-0-813-81919-8. https://doi.org/10.1002/9780470278376 DOI: https://doi.org/10.1002/9780470278376
Lorè, A., Spadaro, D., Garibaldi, A., Gullino, M. L. 2011. Assessment of the contamination of rice grains in Piedmont by trichothecenes. Protezione delle Colture, vol. 2, p. 105-106.
Mahmoud, M. A., Al-Othman, M. R., Abd El-Aziz, A. R. M. A. 2013. Mycotoxigenic fungi contaminating corn and sorghum grains in Saudi Arabia. Pakistan J. Bot., vol. 45, no. 5, p. 1831-1839.
Makun, H. A., Gbodi, T. A., Akanya, O. H., Salako, E. A., Ogbadu, G. H. 2007. Fungi and some mycotoxins contaminating rice (Oryza sativa) in Niger State, Nigeria. Afr. J. Biotech., vol. 6, no. 2, p. 99-108.
Mwanza, M., Ndou, R. V., Dzoma, B., Nyirenda, M., Bakunzi, F. 2013. Canine aflatoxicosis outbreak in South Africa (2011): a possible multi-mycotoxins aetiology. J. S. Afr. Vet. Assoc., vol. 84, no. 1, p. E1-5. DOI: https://doi.org/10.4102/jsava.v84i1.133
National Library of Medicine. 2014. Basic Local Alignment Search Tool [online] s.a. [cit. 2019-01-18] Available at: http://blast.ncbi.nlm.nih.gov/
Neergaard, P. 1977. Seed pathology, vol. 1-2. Palgrave, London : MacMillan Press. ISBN: 978-1-349-02844-3. https://doi.org/10.1007/978-1-349-02842-9 DOI: https://doi.org/10.1007/978-1-349-02842-9
Niessen, L. 2007. PCR-based diagnosis and quantification of. mycotoxin producing fungi. Int. J. Food Microbiol., vol. 119, no. 1-2, p. 38-46. https://doi.org/10.1016/j.ijfoodmicro.2007.07.023 DOI: https://doi.org/10.1016/j.ijfoodmicro.2007.07.023
Osman, N. A., Abdelgadir, A. M., Moss, M. O., Bener, A. 1999. Aflatoxin contamination of rice in the United Arab Emirates. Mycotoxin Res., vol. 15, no. 1, p. 39-44. https://doi.org/10.1007/BF02945213 DOI: https://doi.org/10.1007/BF02945213
Park, J. W., Choi, S. Y., Hwang, H. J., Kim, Y. B. 2005. Fungal mycoflora and mycotoxins in Korean polished rice destined for humans. Int. J. Food Microbiol., vol. 103, no. 3, p. 305-14. https://doi.org/10.1016/j.ijfoodmicro.2005.02.001 . DOI: https://doi.org/10.1016/j.ijfoodmicro.2005.02.001
Pasquali, M., Beyer, M., Logrieco, A., Audenaert, K., Balmas, V., Basler, R., Boutigny, A. L., Chrpová, J., Czembor, E., Gagkaeva, T., González-Jaén, M. T., Vogelgsang, S. A. 2016. European database of Fusarium graminearum and F. culmorum trichothecene genotypes. Frontiers in MicroBiology; vol. 7, p. 406. https://doi.org/10.3389/fmicb.2016.00406 DOI: https://doi.org/10.3389/fmicb.2016.00406
Passone, M. A., Rosso, L. C., Etcheverry, M. 2010. Detection and quantification of Aspergillus section flavi spp. in stored peanuts by real-time PCR of nor-1 gene, and effects of storage conditions on aflatoxin production. International Journal of Food Microbiology, vol. 138, no. 3, p. 276-281. https://doi.org/10.1016/j.ijfoodmicro.2010.01.003 DOI: https://doi.org/10.1016/j.ijfoodmicro.2010.01.003
Peraica, M., Rašić, D. 2012. The impact of mycotoxicoses on human history. Arh. Hig. Rada. Toksikol., vol. 63, no. 4, p. 513-518. https://doi.org/10.2478/10004-1254-63-2012-2259 DOI: https://doi.org/10.2478/10004-1254-63-2012-2259
Pitt, J. I. 2000a. Toxigenic fungi and mycotoxins. Br. Med. Bull., vol. 56, no. 1, p. 184-92. https://doi.org/10.1258/0007142001902888 DOI: https://doi.org/10.1258/0007142001902888
Pitt, J. I. 2000b. Toxigenic fungi: which are important? Med. Mycol., vol. 38, p. 17-22. https://doi.org/10.1080/mmy.38.s1.17.22 DOI: https://doi.org/10.1080/mmy.38.s1.17.22
Probst, C., Bandyopadhyay, R., Cotty, P. J. 2014. Diversity of aflatoxin-producing fungi and their impact on food safety in sub-Saharan Africa. Int J Food Microbiol., vol. 17, no. 174, p. 113-22. https://doi.org/10.1016/j.ijfoodmicro.2013.12.010 DOI: https://doi.org/10.1016/j.ijfoodmicro.2013.12.010
Qiu, J. Shi, J. 2014. Genetic relationships, Carbendazim sensitivity and mycotoxin production of the Fusarium graminearumpopulations from maize, wheat and rice in eastern China. Toxins, vol. 6, no. 8, p. 2291-2309. https://doi.org/10.3390/toxins6082291 DOI: https://doi.org/10.3390/toxins6082291
Reddy, K. R. N., Salleh, B., Saad, B., Abbas, H. K., Abel, C. A., Shier, W. T. 2010. An overview of mycotoxin contamination in foods and its implications for human health. Toxin Rev., vol. 29, no. 1, p. 3-26. https://doi.org/10.3109/15569541003598553 DOI: https://doi.org/10.3109/15569541003598553
Richard, E., Heutte, N., Sage, L., Pottier, D., Bouchart, V., Lebailly, P., Garon, D. 2007. Toxigenic fungi and mycotoxins in mature corn silage. Food Chem. Toxicol., vol. 45, no. 12, p. 2420-2425. https://doi.org/10.1016/j.fct.2007.06.018 DOI: https://doi.org/10.1016/j.fct.2007.06.018
Sambrook, J., Fritsch, E., Maniatis, T. 1989. Molecular Cloning: A Laboratory Manual. 2nd ed. New York, USA : Cold Spring Harbor Laboratory Press. 2028 p. ISBN-10: 0879693096.
Samina, A. 2015. Natural occurrence of Mycotoxins in Food and Feed:Pqkistan Perspective. Comprehensive Reviews in food science and food safty, vol. 1-4, no. 2, p. 159-175. DOI: https://doi.org/10.1111/1541-4337.12122
Sánchez-Hervás, M., Gil, J. V., Bisbal, F., Ramón, D., Martínez-Culebras, P. V. 2008. Mycobiota and mycotoxin producing fungi from cocoa beans. Int. J. Food Microbiol., vol. 125, no. 3, p. 336-340. https://doi.org/10.1016/j.ijfoodmicro.2008.04.021 DOI: https://doi.org/10.1016/j.ijfoodmicro.2008.04.021
Scauflaire, J., Mahieu, O., Louvieaux, J., Foucart, G., Renard, F., Munaut, F. 2011. Biodiversity of Fusarium species in ears and stalks of maize plants in Belgium. European Journal of Plant Pathology, vol. 131, p. 59-66. https://doi.org/10.1007/s10658-011-9787-1 DOI: https://doi.org/10.1007/s10658-011-9787-1
Schmidt-Heydt, M. Geisen, R. 2007. A microarray for monitoring the production of mycotoxins in food. Int J Food Microbiol., vol. 117, no. 2, p. 131-140. https://doi.org/10.1016/j.ijfoodmicro.2007.01.014 DOI: https://doi.org/10.1016/j.ijfoodmicro.2007.01.014
Sette, A., Fikes, J. 2003. Epitope-based vaccines: An update on epitope identification, vaccine design and delivery. Curr. Opin. Immunol., vol. 15, no. 4, p. 461-470. DOI: https://doi.org/10.1016/S0952-7915(03)00083-9
Shephard, G. S. 2008.Impact of mycotoxins on human health in developing countries. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk Assess., vol. 25, no. 2, p. 146-51. https://doi.org/10.1080/02652030701567442 DOI: https://doi.org/10.1080/02652030701567442
Singh, P., Cotty, P. J. 2019. Characterization of Aspergilli from dried red chilies (Capsicum spp.): Insights into the etiology of aflatoxin contamination. Int J Food Microbiol., vol. 16, no. 289, p. 145-153. https://doi.org/10.1016/j.ijfoodmicro.2018.08.025 DOI: https://doi.org/10.1016/j.ijfoodmicro.2018.08.025
Spröte, P., Brakhage, A. A., Hynes, M. J. 2009. Contribution of peroxisomes to penicillin biosynthesis in Aspergillus nidulans. Eukaryot Cell., vol. 8, no.3, p. 421-430. https://doi.org/10.1128/EC.00374-08 DOI: https://doi.org/10.1128/EC.00374-08
Suga, H., Galel, H. C. 2007. Development of VNTR markers for two Fusarium graminearum clade species. Microbiology, vol. 153 no. 6, p. 1677-1692. https://doi.org/10.1111/j.1471-8286.2004.00703.x DOI: https://doi.org/10.1111/j.1471-8286.2004.00703.x
Taha, K. K., Elmahi, E. R., Hassan, H., Ahmed, S. E., Shyou, M. H. 2012. Analytical Study On Three Types Of Gum From Suda. Journal of Forest Products & Industries, vol. 1, no. 1, p. 11-16.
Taligoola, H. K., Ismail, M. A., Chebon, S. K. 2011. Mycobiota and aflatoxins associated with imported rice grains stored in Uganda. Czech Mycol., vol. 63, no. 1, p. 93-107. DOI: https://doi.org/10.33585/cmy.63109
Voss, K. A., Riley, R. T., Gelineau-van, Waes. J. 2014. Fumonisin B1 induced neural tube defects were not increased in LM/Bc mice fed folate-deficient diet. Mol. Nutr. Food Res., vol. 58, no. 6, p. 1190-1198. https://doi.org/10.1002/mnfr.201300720 DOI: https://doi.org/10.1002/mnfr.201300720
Yassin, M. A., El-Samawaty, A. R., Bahkali, A., Moslem, M., Abd-Elsalam, K. A., Hyde, K. D. 2010. Mycotoxin-producing fungi occurring in sorghum grains from Saudi Arabia. Fungal Divers, vol. 44, no. 1, p. 45-52. https://doi.org/10.1007/s13225-010-0058-9 DOI: https://doi.org/10.1007/s13225-010-0058-9
Zhang, J. W., Mine, Y. 2002. Identification and fine mapping of IgG and IgE epitopes in ovomucoid. Biochem. Biophys. Res. Commun., vol. 292, no. 4, p. 1070-1074. https://doi.org/10.1006/bbrc.2002.6725 DOI: https://doi.org/10.1006/bbrc.2002.6725
Published
How to Cite
Issue
Section
License
This license permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.