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Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry

机译:加拿大alertaria种群的趋化性仿形,使用高分辨率质谱

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Alternaria spp. occur as plant pathogens worldwide under field and storage conditions. They lead to food spoilage and also produce several classes of secondary metabolites that contaminate the food production chain. From a food safety perspective, the major challenge of assessing the risk of Alternaria contamination is the lack of a clear consensus on their species-level taxonomy. Furthermore, there are currently no reliable DNA sequencing methods to allow for differentiation of the toxigenic potential of these fungi. Our objective was to determine which species of Alternaria exist in Canada, and to describe the compounds they make. To address these issues, we performed metabolomic profiling using liquid chromatography high-resolution mass spectrometry (LC-HRMS) on 128 Canadian strains of Alternaria to determine their chemotaxonomy. The Alternaria strains were analyzed using principal component analysis (PCA) and unbiased k -means clustering to identify metabolites with significant differences ( p 0.001) between groups. Four populations or ‘chemotypes’ were identified within the strains studied, and several known secondary metabolites of Alternaria were identified as distinguishing metabolites, including tenuazonic acid, phomapyrones, and altenuene. Though species-level identifications could not be concluded for all groups through metabolomics alone, A. infectoria was able to be identified as a distinct population.
机译:alternararia spp。在全球范围内的植物病原体发生在现场和储存条件下。它们导致食物腐败,并产生几种级别的次级代谢物,污染食品生产链。从食品安全的角度来看,评估alterararia污染风险的主要挑战是对其物种级别分类缺乏明确共识。此外,目前没有可靠的DNA测序方法,以允许这些真菌的毒性潜力的分化。我们的目标是确定加拿大存在哪些alternaria,并描述他们所做的化合物。为了解决这些问题,我们使用液相色谱高分辨率质谱(LC-HRMS)对128个Canadian的交替菌株进行代谢组分分析,以确定它们的趋化学。使用主成分分析(PCA)和非偏见的K -means聚类分析alterararia菌株,以鉴定组分之间具有显着差异(P <0.001)的代谢物。在所研究的菌株内鉴定出四种群体或“化学物质”,并且鉴定了几种已知的次生次生代谢物作为区分代谢物,包括吲唑酸,phomapyrones和铝烯。虽然不能单独通过代谢组种核查的物种级别鉴定,但是缺陷能被识别为不同的人群。

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