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用于在食品和饲料链中追踪生物恐怖主义生物时,将全基因组测序用作快速高分辨率诊断分型工具的生物信息学工具。

Bioinformatic tools for using whole genome sequencing as a rapid high resolution diagnostic typing tool when tracing bioterror organisms in the food and feed chain.

机构信息

Department of Bacteriology, National Veterinary Institute SVA, SE-751 89 Uppsala, Sweden.

出版信息

Int J Food Microbiol. 2011 Mar 1;145 Suppl 1:S167-76. doi: 10.1016/j.ijfoodmicro.2010.06.027. Epub 2010 Sep 7.

Abstract

The rapid technological development in the field of parallel sequencing offers new opportunities when tracing and tracking microorganisms in the food and feed chain. If a bioterror organism is deliberately spread it is of crucial importance to get as much information as possible regarding the strain as fast as possible to aid the decision process and select suitable controls, tracing and tracking tools. A lot of efforts have been made to sequence multiple strains of potential bioterror organisms so there is a relatively large set of reference genomes available. This study is focused on how to use parallel sequencing for rapid phylogenomic analysis and screen for genetic modifications. A bioinformatic methodology has been developed to rapidly analyze sequence data with minimal post-processing. Instead of assembling the genome, defining genes, defining orthologous relations and calculating distances, the present method can achieve a similar high resolution directly from the raw sequence data. The method defines orthologous sequence reads instead of orthologous genes and the average similarity of the core genome (ASC) is calculated. The sequence reads from the core and from the non-conserved genomic regions can also be separated for further analysis. Finally, the comparison algorithm is used to visualize the phylogenomic diversity of the bacterial bioterror organisms Bacillus anthracis and Clostridium botulinum using heat plot diagrams.

摘要

在追踪和跟踪食品和饲料链中的微生物方面,平行测序领域的快速技术发展提供了新的机会。如果故意传播生物恐怖主义生物制剂,那么尽快获得尽可能多的关于菌株的信息对于辅助决策过程和选择合适的控制、追踪和跟踪工具至关重要。已经做出了很多努力来对多种潜在生物恐怖主义生物制剂进行测序,因此有相对较大的一组参考基因组可用。本研究侧重于如何使用平行测序进行快速系统发育基因组分析和筛选遗传修饰。已经开发了一种生物信息学方法来快速分析具有最小后处理的序列数据。本方法不是组装基因组、定义基因、定义直系同源关系和计算距离,而是可以直接从原始序列数据中获得类似的高分辨率。该方法定义直系同源序列读取,而不是直系同源基因,并计算核心基因组的平均相似性(ASC)。还可以将核心和非保守基因组区域的序列读取分开进行进一步分析。最后,使用比较算法使用热图图表可视化炭疽杆菌和肉毒梭菌等细菌生物恐怖主义生物制剂的系统发育多样性。

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