Articles, Conferences and Workshop Papers Collection
Permanent URI for this collectionhttp://10.10.97.169:4000/handle/123456789/114
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Browsing Articles, Conferences and Workshop Papers Collection by Subject "Aflatoxin"
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Item The influence of weather on the occurrence of aflatoxin b1 in harvested maize from Kenya and Tanzania(MDIP, 2021) Temba, Benigni A.; Darnell, Ross E.; Gichangi, Anne; Lwezaura, Deogratias; Pardey, Philip G.; Harvey, Jagger J.; Karanja, James; Massomo, Said M. S.; Ota, Noboru; Wainaina, James M.; Fletcher, Mary T.; Kriticos, Darren J.: A study was conducted using maize samples collected from different agroecological zones of Kenya (n = 471) and Tanzania (n = 100) during the 2013 maize harvest season to estimate a relationship between aflatoxin B1 concentration and occurrence with weather conditions during the growing season. The toxins were analysed by the ultra-high-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) method. Aflatoxin B1 incidence ranged between 0–100% of samples in different regions with an average value of 29.4% and aflatoxin concentrations of up to 6075 µg/kg recorded in one sample. Several regression techniques were explored. Random forests achieved the highest overall accuracy of 80%, while the accuracy of a logistic regression model was 65%. Low rainfall occurring during the early stage of the maize plant maturing combined with high temperatures leading up to full maturity provide warning signs of aflatoxin contamination. Risk maps for the two countries for the 2013 season were generated using both random forests and logistic regression models.Item Maize milling and modifying atmospheric conditions limit formation of aflatoxin B1 by aspergillus flavus(Macrothink Institute, 2021) Temba, Benigni Alfred; Bakari, Gaymary GeorgeOccurrence of mycotoxins in foods poses a serious health concern all over the world. Aflatoxin B1 (AFB1) is the most toxic, with widest occurrence in various foods, but mainly in cereals and nuts and its accumulation depends on substrate and environmental factors. This study investigated the how physical status (milling) of maize kernels and atmospheric conditions (aeration, moisture and temperature) affect production of aflatoxin B1 by Aspergillus flavus (ATCC 28862). Intact kernels and flour were incubated for up to 20 days in open and partially sealed petri dishes under controlled temperatures of 25 ºC, 30 ºC and 37 ºC and initial moisture contents of 27%, 22%, 18%, 15% and 12%. It was found that on average, significantly higher (p < 0.05) aflatoxin B1 level was accumulated in intact kernels (145.7 µg/kg) as compared to milled kernels (2.2 µg/kg). Also, none of the samples incubated under partially sealed conditions, compared to up to 100% of the samples incubated in open atmosphere had detectable levels of aflatoxin B1 after 20 days. Fungal growth was not affected by milling or aeration, but sporulation was low at 37 ºC and high at 25 ºC and 30 ºC. The findings of this study provide baseline information on how conditions can be modified to control postharvest accumulation of aflatoxin B1 in cereals