Applied Mycology Group, Cranfield Health, Cranfield University, Bedfordshire ALCS MK43 0AL, UK.
J R Soc Interface. 2013 May 22;10(85):20130320. doi: 10.1098/rsif.2013.0320. Print 2013 Aug 6.
The objective of this study was to integrate data on the effect of water activity (a(w); 0.995-0.93) and temperature (20-35 °C) on activation of the biosynthetic FUM genes, growth and the mycotoxins fumonisin (FB1, FB2) by Fusarium verticillioides in vitro. The relative expression of nine biosynthetic cluster genes (FUM1, FUM7, FUM10, FUM11, FUM12, FUM13, FUM14, FUM16 and FUM19) in relation to the environmental factors was determined using a microarray analysis. The expression was related to growth and phenotypic FB1 and FB2 production. These data were used to develop a mixed-growth-associated product formation model and link this to a linear combination of the expression data for the nine genes. The model was then validated by examining datasets outside the model fitting conditions used (35 °C). The relationship between the key gene (FUM1) and other genes in the cluster (FUM11, FUM13, FUM9, FUM14) were examined in relation to aw, temperature, FB1 and FB2 production by developing ternary diagrams of relative expression. This model is important in developing an integrated systems approach to develop prevention strategies to control fumonisin biosynthesis in staple food commodities and could also be used to predict the potential impact that climate change factors may have on toxin production.
本研究的目的是整合水活度(a(w);0.995-0.93)和温度(20-35°C)对产毒菌产毒相关基因(FUM)激活、生长以及黄曲霉毒素伏马菌素(FB1、FB2)生物合成的影响的数据。采用微阵列分析,确定与环境因素有关的九个生物合成簇基因(FUM1、FUM7、FUM10、FUM11、FUM12、FUM13、FUM14、FUM16 和 FUM19)的相对表达情况。表达与生长和表型 FB1 和 FB2 产量有关。利用这些数据建立了混合生长相关产物形成模型,并将其与九个基因的表达数据的线性组合联系起来。然后,通过检查模型拟合条件以外(35°C)的数据集来验证该模型。通过绘制相对表达的三元图,研究了关键基因(FUM1)与簇中其他基因(FUM11、FUM13、FUM9、FUM14)之间的关系,以研究 aw、温度、FB1 和 FB2 产量之间的关系。该模型对于开发综合系统方法来控制主食中伏马菌素生物合成具有重要意义,也可用于预测气候变化因素可能对毒素产生的潜在影响。