Metagenomic analysis and proteins prediction of emerging pathogens in artisanal cheese.

IF 3.9 2区 化学 Q2 CHEMISTRY, APPLIED
Wemerson de Castro Oliveira, Pedro Henrique Marques, Magnolia Martins Erhardt, Andrei Giacchetto Felice, Caio Luigi Antunes Moura Tristão, Flavia Figueira Aburjaile, Maria Beatriz Prior Pinto Oliveira, Neila Silvia Pereira Dos Santos Richards
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Abstract

Currently, reports of the presence of emerging pathogens in cheeses are low and new outbreaks have occurred at an alarming rate, with the Vibrio and Aeromonas genera being the main causes of gastroenteritis in the world. Therefore, Multi-Omics integration has been a strategy to identify and develop detection methods for these pathogens in food. We investigated the presence of emerging pathogens in artisanal cheeses and predicted proteins with immunogenic potential, in silico, for food diagnostics. For this, multiomics integration was used: (a) metagenomics; (b) subtractive genomics; and (c) pan-genomics. Eight species of the genera Vibrio and Aeromonas were identified, the latter being the most abundant (89.7%) and identified in eight regions, with emphasis on the species A. caviae and A. veronii. Pan-genomic analyses revealed intra- and inter-species differences in both genera. Essential, non-cytoplasmic proteins were identified, without homology and with immunological potential for the species researched. Functional annotation of genes present in pan-genomic subsets reveals functionality between the core genome (transcription; amino acid transport and metabolism; and inorganic ion transport and metabolism) and the shared genome (signal transduction and carbohydrate transport and metabolism). A reinterpretation of the genomic plasticity of V. furnissii reveals the presence of mobile genetic elements critical for virulence in human isolates and the RTX toxin, also identified in this species, is present in the pathogenicity islands of V. alginolyticus and V. fluvialis. Collectively, the results provide important information for the development of a diagnostic strategy for emerging pathogens in food using immunoassays.

手工奶酪中新发病原体的宏基因组分析和蛋白质预测。
目前,关于奶酪中存在新出现病原体的报告很少,新的疫情以惊人的速度发生,弧菌和气单胞菌属是世界上胃肠炎的主要原因。因此,多组学整合已成为识别和开发食品中这些病原体检测方法的一种策略。我们调查了手工奶酪中新出现的病原体的存在,并用计算机预测了具有免疫原性潜力的蛋白质,用于食品诊断。为此,采用多组学整合:(a)宏基因组学;(b)减法基因组学;(c)泛基因组学。共鉴定出弧菌属和气单胞菌属8种,其中气单胞菌属最多(89.7%),分布在8个地区,以A. caviae和A. veronii为主。泛基因组分析揭示了这两个属的种内和种间差异。必要的,非细胞质蛋白鉴定,没有同源性和免疫潜力的物种研究。泛基因组亚群中存在的基因的功能注释揭示了核心基因组(转录;氨基酸运输与代谢;无机离子运输和代谢)和共享基因组(信号转导和碳水化合物运输和代谢)。对弗氏弧菌基因组可塑性的重新解释揭示了在人类分离株中存在对毒力至关重要的移动遗传元素,在该物种中也发现了RTX毒素,存在于溶藻弧菌和河流弧菌的致病性岛屿中。总的来说,这些结果为利用免疫分析法诊断食品中新出现的病原体提供了重要的信息。
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来源期刊
Molecular Diversity
Molecular Diversity 化学-化学综合
CiteScore
7.30
自引率
7.90%
发文量
219
审稿时长
2.7 months
期刊介绍: Molecular Diversity is a new publication forum for the rapid publication of refereed papers dedicated to describing the development, application and theory of molecular diversity and combinatorial chemistry in basic and applied research and drug discovery. The journal publishes both short and full papers, perspectives, news and reviews dealing with all aspects of the generation of molecular diversity, application of diversity for screening against alternative targets of all types (biological, biophysical, technological), analysis of results obtained and their application in various scientific disciplines/approaches including: combinatorial chemistry and parallel synthesis; small molecule libraries; microwave synthesis; flow synthesis; fluorous synthesis; diversity oriented synthesis (DOS); nanoreactors; click chemistry; multiplex technologies; fragment- and ligand-based design; structure/function/SAR; computational chemistry and molecular design; chemoinformatics; screening techniques and screening interfaces; analytical and purification methods; robotics, automation and miniaturization; targeted libraries; display libraries; peptides and peptoids; proteins; oligonucleotides; carbohydrates; natural diversity; new methods of library formulation and deconvolution; directed evolution, origin of life and recombination; search techniques, landscapes, random chemistry and more;
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