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通过基因组学和计算生物学发现新型细菌毒素。

Discovery of novel bacterial toxins by genomics and computational biology.

作者信息

Doxey Andrew C, Mansfield Michael J, Montecucco Cesare

机构信息

Department of Biology, University of Waterloo, Waterloo, Ontario, Canada.

Department of Biology, University of Waterloo, Waterloo, Ontario, Canada.

出版信息

Toxicon. 2018 Jun 1;147:2-12. doi: 10.1016/j.toxicon.2018.02.002. Epub 2018 Feb 10.

DOI:10.1016/j.toxicon.2018.02.002
PMID:29438679
Abstract

Hundreds and hundreds of bacterial protein toxins are presently known. Traditionally, toxin identification begins with pathological studies of bacterial infectious disease. Following identification and cultivation of a bacterial pathogen, the protein toxin is purified from the culture medium and its pathogenic activity is studied using the methods of biochemistry and structural biology, cell biology, tissue and organ biology, and appropriate animal models, supplemented by bioimaging techniques. The ongoing and explosive development of high-throughput DNA sequencing and bioinformatic approaches have set in motion a revolution in many fields of biology, including microbiology. One consequence is that genes encoding novel bacterial toxins can be identified by bioinformatic and computational methods based on previous knowledge accumulated from studies of the biology and pathology of thousands of known bacterial protein toxins. Starting from the paradigmatic cases of diphtheria toxin, tetanus and botulinum neurotoxins, this review discusses traditional experimental approaches as well as bioinformatics and genomics-driven approaches that facilitate the discovery of novel bacterial toxins. We discuss recent work on the identification of novel botulinum-like toxins from genera such as Weissella, Chryseobacterium, and Enteroccocus, and the implications of these computationally identified toxins in the field. Finally, we discuss the promise of metagenomics in the discovery of novel toxins and their ecological niches, and present data suggesting the existence of uncharacterized, botulinum-like toxin genes in insect gut metagenomes.

摘要

目前已知有成百上千种细菌蛋白毒素。传统上,毒素鉴定始于对细菌感染性疾病的病理学研究。在鉴定和培养出细菌病原体后,从培养基中纯化蛋白毒素,并使用生物化学、结构生物学、细胞生物学、组织和器官生物学方法以及合适的动物模型对其致病活性进行研究,辅以生物成像技术。高通量DNA测序和生物信息学方法的不断迅猛发展,在包括微生物学在内的许多生物学领域引发了一场革命。一个结果是,基于从数千种已知细菌蛋白毒素的生物学和病理学研究中积累的先前知识,可通过生物信息学和计算方法鉴定编码新型细菌毒素的基因。从白喉毒素、破伤风和肉毒杆菌神经毒素的典型案例出发,本综述讨论了传统实验方法以及有助于发现新型细菌毒素的生物信息学和基因组学驱动方法。我们讨论了最近从魏斯氏菌属、金黄杆菌属和肠球菌属等属中鉴定新型肉毒杆菌样毒素的工作,以及这些通过计算鉴定的毒素在该领域的意义。最后,我们讨论了宏基因组学在发现新型毒素及其生态位方面的前景,并展示了表明昆虫肠道宏基因组中存在未表征的肉毒杆菌样毒素基因的数据。

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