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宏基因组菌株分型与分离株测序相结合可提高对野生鸟类携带菌遗传多样性的解析度。

Metagenomic Strain-Typing Combined with Isolate Sequencing Provides Increased Resolution of the Genetic Diversity of Carriage in Wild Birds.

作者信息

Herold Malte, Hock Louise, Penny Christian, Walczak Cécile, Djabi Fatu, Cauchie Henry-Michel, Ragimbeau Catherine

机构信息

Environmental Research and Innovation (ERIN) Department, Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, L-4422 Belvaux, Luxembourg.

Epidemiology and Microbial Genomics, Laboratoire National de Santé (LNS), 1 rue Louis Rech, L-3555 Dudelange, Luxembourg.

出版信息

Microorganisms. 2023 Jan 3;11(1):121. doi: 10.3390/microorganisms11010121.

Abstract

As the world's leading cause of human gastro-enteritis, the food- and waterborne pathogen needs to be intensively monitored through a One Health approach. Particularly, wild birds have been hypothesized to contribute to the spread of human clinical recurring genotypes across several countries. A major concern in studying epidemiological dynamics is resolving the large genomic diversity of strains circulating in the environment and various reservoirs, challenging to achieve with isolation techniques. Here, we applied a passive-filtration method to obtain isolates and in parallel recovered genotypes from metagenomic sequencing data from associated filter sweeps. For genotyping mixed strains, a reference-based computational workflow to predict allelic profiles of nine extended-MLST loci was utilized. We validated the pipeline by sequencing artificial mixtures of strains and observed the highest prediction accuracy when including obtained isolates as references. By analyzing metagenomic samples, we were able to detect over 20% additional genetic diversity and observed an over 50% increase in the potential to connect genotypes across wild-bird samples. With an optimized filtration method and a computational approach for genotyping strain mixtures, we provide the foundation for future studies assessing diversity in environmental and clinical settings at improved throughput and resolution.

摘要

作为全球人类肠胃炎的主要病因,这种食源和水源性致病原需要通过“同一健康”方法进行密集监测。特别是,有假设认为野生鸟类在多个国家传播人类临床复发基因型方面起到了作用。研究流行病学动态的一个主要问题是解决环境和各种宿主中循环菌株的巨大基因组多样性,而这用分离技术很难实现。在此,我们应用了一种被动过滤方法来获取分离株,并同时从相关滤膜扫描的宏基因组测序数据中恢复基因型。对于混合菌株的基因分型,我们采用了一种基于参考的计算流程来预测9个扩展多位点序列分型(extended-MLST)位点的等位基因谱。我们通过对菌株的人工混合物进行测序来验证该流程,并且发现当将获得的分离株作为参考时预测准确率最高。通过分析宏基因组样本,我们能够检测到额外超过20%的遗传多样性,并观察到跨野生鸟类样本连接基因型的潜力增加了超过50%。通过优化的过滤方法和用于菌株混合物基因分型的计算方法,我们为未来以更高的通量和分辨率评估环境和临床环境中的多样性研究奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ab5/9860660/bb4865c0b4cb/microorganisms-11-00121-g001.jpg

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