Translating 'big data': better understanding of host-pathogen interactions to control bacterial foodborne pathogens in poultry.

IF 4.3 2区 农林科学 Q1 VETERINARY SCIENCES Animal Health Research Reviews Pub Date : 2020-06-01 Epub Date: 2020-01-07 DOI:10.1017/S1466252319000124
Loïc Deblais, Dipak Kathayat, Yosra A Helmy, Gary Closs, Gireesh Rajashekara
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引用次数: 8

Abstract

Recent technological advances has led to the generation, storage, and sharing of colossal sets of information ('big data'), and the expansion of 'omics' in science. To date, genomics/metagenomics, transcriptomics, proteomics, and metabolomics are arguably the most ground breaking approaches in food and public safety. Here we review some of the recent studies of foodborne pathogens (Campylobacter spp., Salmonella spp., and Escherichia coli) in poultry using big data. Genomic/metagenomic approaches have reveal the importance of the gut microbiota in health and disease. They have also been used to identify, monitor, and understand the epidemiology of antibiotic-resistance mechanisms and provide concrete evidence about the role of poultry in human infections. Transcriptomics studies have increased our understanding of the pathophysiology and immunopathology of foodborne pathogens in poultry and have led to the identification of host-resistance mechanisms. Proteomic/metabolomic approaches have aided in identifying biomarkers and the rapid detection of low levels of foodborne pathogens. Overall, 'omics' approaches complement each other and may provide, at least in part, a solution to our current food-safety issues by facilitating the development of new rapid diagnostics, therapeutic drugs, and vaccines to control foodborne pathogens in poultry. However, at this time most 'omics' approaches still remain underutilized due to their high cost and the high level of technical skills required.

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翻译“大数据”:更好地了解宿主-病原体相互作用以控制家禽中的细菌性食源性病原体。
最近的技术进步导致了海量信息(“大数据”)的生成、存储和共享,以及“组学”在科学领域的扩展。迄今为止,基因组学/宏基因组学、转录组学、蛋白质组学和代谢组学可以说是食品和公共安全领域最具突破性的方法。本文回顾了近年来利用大数据对家禽食源性致病菌(弯曲杆菌、沙门氏菌和大肠杆菌)的研究进展。基因组学/宏基因组学方法揭示了肠道微生物群在健康和疾病中的重要性。它们还被用于确定、监测和了解抗生素耐药机制的流行病学,并提供有关家禽在人类感染中的作用的具体证据。转录组学研究增加了我们对家禽食源性病原体的病理生理学和免疫病理学的理解,并导致宿主耐药机制的鉴定。蛋白质组学/代谢组学方法有助于识别生物标志物和快速检测低水平食源性病原体。总体而言,“组学”方法相互补充,并可能通过促进新的快速诊断、治疗药物和疫苗的开发来控制家禽食源性病原体,至少在一定程度上解决我们当前的食品安全问题。然而,目前大多数“组学”方法由于其高成本和所需的高水平技术技能而仍未得到充分利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Animal Health Research Reviews
Animal Health Research Reviews VETERINARY SCIENCES-
CiteScore
6.70
自引率
0.00%
发文量
8
期刊介绍: Animal Health Research Reviews provides an international forum for the publication of reviews and commentaries on all aspects of animal health. Papers include in-depth analyses and broader overviews of all facets of health and science in both domestic and wild animals. Major subject areas include physiology and pharmacology, parasitology, bacteriology, food and environmental safety, epidemiology and virology. The journal is of interest to researchers involved in animal health, parasitologists, food safety experts and academics interested in all aspects of animal production and welfare.
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