Lane Brett, Sharma Sandeep, Niu Chenxing, Maina Angeline W, Wagacha John M, Bluhm Burton H, Woloshuk Charles P
Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States.
Department of Plant Pathology, University of Arkansas, Fayetteville, AR, United States.
Front Microbiol. 2018 Oct 2;9:2336. doi: 10.3389/fmicb.2018.02336. eCollection 2018.
Prior to harvest, maize kernels are invaded by a diverse population of fungal organisms that comprise the microbiome of the grain mass. Poor post-harvest practices and improper drying can lead to the growth of mycotoxigenic storage fungi and deterioration of grain quality. Hermetic storage bags are a low-cost technology for the preservation of grain during storage, which has seen significant adoption in many regions of Sub-Saharan Africa. This study explored the use of high-throughput DNA sequencing of the fungal Internal Transcribed Spacer 2 (ITS2) region for characterization of the fungal microbiome before and after 3 months of storage in hermetic and non-hermetic (woven) bags in the United States and Kenya. Analysis of 1,377,221 and 3,633,944 ITS2 sequences from the United States and Kenya, respectively, resulted in 251 and 164 operational taxonomic units (OTUs). Taxonomic assignment of these OTUs revealed 63 and 34 fungal genera in the US and Kenya samples, respectively, many of which were not detected by traditional plating methods. The most abundant genus was , which was identified in all samples. Storage fungi were detected in the grain mass prior to the storage experiments and increased in relative abundance within the woven bags. The results also indicate that storage location had no effect on the fungal microbiome of grain stored in the United States, while storage bag type led to significant changes in fungal composition. The fungal microbiome of the Kenya grain also underwent significant changes in composition during storage and fungal diversity increased during storage regardless of bag type. Our results indicated that extraction of DNA from ground kernels is sufficient for identifying the fungi associated with the maize. The results also indicated that bag type was the most important factor influencing changes in fungal microbiome during storage. The results also support the recommended use of hermetic storage for reducing food safety risks, especially from mycotoxigenic fungi.
在收获前,玉米籽粒会受到多种真菌生物的侵染,这些真菌构成了谷粒群体的微生物群落。收获后处理不当和干燥不充分会导致产毒贮藏真菌生长,进而使谷物品质下降。密封贮藏袋是一种在贮藏期间保存谷物的低成本技术,在撒哈拉以南非洲的许多地区已得到广泛应用。本研究利用真菌内部转录间隔区2(ITS2)区域的高通量DNA测序技术,对美国和肯尼亚使用密封袋和非密封(编织)袋贮藏3个月前后的谷物真菌微生物群落进行了表征。分别对来自美国和肯尼亚的1,377,221条和3,633,944条ITS2序列进行分析,得到了251个和164个可操作分类单元(OTU)。对这些OTU进行分类学鉴定后发现,美国和肯尼亚样本中分别有63个和34个真菌属,其中许多属是传统平板培养方法未检测到的。最丰富的属是 ,在所有样本中均有鉴定。在贮藏实验之前,谷粒群体中就检测到了贮藏真菌,且在编织袋中的相对丰度有所增加。结果还表明,贮藏地点对美国贮藏谷物的真菌微生物群落没有影响,而贮藏袋类型导致真菌组成发生显著变化。肯尼亚谷物的真菌微生物群落在贮藏期间也发生了显著的组成变化,且无论袋型如何,贮藏期间真菌多样性均增加。我们的结果表明,从磨碎的籽粒中提取DNA足以鉴定与玉米相关的真菌。结果还表明,袋型是影响贮藏期间真菌微生物群落变化的最重要因素。这些结果也支持推荐使用密封贮藏来降低食品安全风险,尤其是来自产毒真菌的风险。