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Comprehensive Approaches to Molecular Biomarker Discovery for Detection and Identification of Cronobacter spp. (Enterobacter sakazakii) and Salmonella spp.

机译:全面的方法来发现和鉴定克罗诺杆菌属的分子生物标志物。 (阪崎肠杆菌)和沙门氏菌。

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Cronobacter spp. (formerly Enterobacter sakazakii ) and Salmonella spp. are increasingly implicated internationally as important microbiological contaminants in low-moisture food products, including powdered infant formula. Estimates indicate that 40 to 80% of infants infected with Cronobacter sakazakii and/or Salmonella in the United States may not survive the illness. A systematic approach, combining literature-based data mining, comparative genome analysis, and the direct sequencing of PCR products of specific biomarker genes, was used to construct an initial collection of genes to be targeted. These targeted genes, particularly genes encoding virulence factors and genes responsible for unique phenotypes, have the potential to function as biomarker genes for the identification and differentiation of Cronobacter spp. and Salmonella from other food-borne pathogens in low-moisture food products. In this paper, a total of 58 unique Salmonella gene clusters and 126 unique potential Cronobacter biomarkers and putative virulence factors were identified. A chitinase gene, a well-studied virulence factor in fungi, plants, and bacteria, was used to confirm this approach. We found that the chitinase gene has very low sequence variability and/or polymorphism among Cronobacter , Citrobacter , and Salmonella , while differing significantly in other food-borne pathogens, either by sequence blasting or experimental testing, including PCR amplification and direct sequencing. This computational analysis for Cronobacter and Salmonella biomarker identification and the preliminary laboratory studies are only a starting point; thus, PCR and array-based biomarker verification studies of these and other food-borne pathogens are currently being conducted.
机译:克罗诺杆菌属。 (以前称为阪崎肠杆菌)和沙门氏菌。在国际上越来越被认为是低水分食品(包括婴儿配方粉)中重要的微生物污染物。估计表明,在美国,感染阪崎肠杆菌和/或沙门氏菌的婴儿中有40%至80%可能无法幸存。一种系统的方法,结合了基于文献的数据挖掘,比较基因组分析和特定生物标记基因的PCR产物的直接测序,被用来构建目标基因的初始集合。这些靶向基因,特别是编码毒力因子的基因和负责独特表型的基因,有潜力作为生物标记基因来鉴定和区分克罗诺杆菌属。和低水分食品中其他食源性病原体的沙门氏菌。本文共鉴定了58个独特的沙门氏菌基因簇和126个独特的潜在克罗诺杆菌生物标记和推定的致病因子。几丁质酶基因是一种在真菌,植物和细菌中经过充分研究的致病因子,可用于确认该方法。我们发现几丁质酶基因在克罗诺杆菌,柠檬酸杆菌和沙门氏菌之间具有非常低的序列变异性和/或多态性,而在其他食源性病原体中,无论是通过序列blast还是实验测试(包括PCR扩增和直接测序),其差异都很大。用于克罗诺杆菌和沙门氏菌生物标志物鉴定的计算分析和初步的实验室研究仅是一个起点;因此,目前正在对这些和其他食源性病原体进行PCR和基于阵列的生物标志物验证研究。

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