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来自美国的猪链球菌分离株中拟与毒力相关的基因可作为致病性的预测指标。

Proposed virulence-associated genes of Streptococcus suis isolates from the United States serve as predictors of pathogenicity.

作者信息

Estrada April A, Gottschalk Marcelo, Rendahl Aaron, Rossow Stephanie, Marshall-Lund Lacey, Marthaler Douglas G, Gebhart Connie J

机构信息

Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, USA.

Faculty of Veterinary Medicine, University of Montreal, Saint-Hyacinthe, Quebec, Canada.

出版信息

Porcine Health Manag. 2021 Feb 28;7(1):22. doi: 10.1186/s40813-021-00201-6.

Abstract

BACKGROUND

There is limited information on the distribution of virulence-associated genes (VAGs) in U.S. Streptococcus suis isolates, resulting in little understanding of the pathogenic potential of these isolates. This lack also reduces our understanding of the epidemiology associated with S. suis in the United States and thus affects the efficiency of control and prevention strategies. In this study we applied whole genome sequencing (WGS)-based approaches for the characterization of S. suis and identification of VAGs.

RESULTS

Of 208 S. suis isolates classified as pathogenic, possibly opportunistic, and commensal pathotypes, the genotype based on the classical VAGs (epf, mrp, and sly encoding the extracellular protein factor, muramidase-release protein, and suilysin, respectively) was identified in 9% (epf+/mrp+/sly+) of the pathogenic pathotype. Using the chi-square test and LASSO regression model, the VAGs ofs (encoding the serum opacity factor) and srtF (encoding sortase F) were selected out of 71 published VAGs as having a significant association with pathotype, and both genes were found in 95% of the pathogenic pathotype. The ofs+/srtF+ genotype was also present in 74% of 'pathogenic' isolates from a separate validation set of isolates. Pan-genome clustering resulted in the differentiation of a group of isolates from five swine production companies into clusters corresponding to clonal complex (CC) and virulence-associated (VA) genotypes. The same CC-VA genotype patterns were identified in multiple production companies, suggesting a lack of association between production company, CC, or VA genotype.

CONCLUSIONS

The proposed ofs and srtF genes were stronger predictors for differentiating pathogenic and commensal S. suis isolates compared to the classical VAGs in two sets of U.S. isolates. Pan-genome analysis in combination with metadata (serotype, ST/CC, VA genotype) was illustrated to be a valuable subtyping tool to describe the genetic diversity of S. suis.

摘要

背景

关于美国猪链球菌分离株中毒力相关基因(VAGs)的分布信息有限,导致对这些分离株的致病潜力了解甚少。这种信息匮乏也降低了我们对美国猪链球菌相关流行病学的理解,从而影响了防控策略的效率。在本研究中,我们应用基于全基因组测序(WGS)的方法对猪链球菌进行特征分析并鉴定VAGs。

结果

在208株被分类为致病型、可能的机会致病型和共生型的猪链球菌分离株中,基于经典VAGs(分别编码细胞外蛋白因子、溶菌酶释放蛋白和溶血素的epf、mrp和sly)的基因型在9%的致病型中被鉴定出来(epf+/mrp+/sly+)。使用卡方检验和LASSO回归模型,在71个已发表的VAGs中,选择出ofs(编码血清混浊因子)和srtF(编码分选酶F)与致病型有显著关联,并且在95%的致病型中都发现了这两个基因。ofs+/srtF+基因型也存在于来自一个单独验证分离株集合的74%的“致病”分离株中。泛基因组聚类导致来自五个养猪生产公司的一组分离株分化为对应克隆复合体(CC)和毒力相关(VA)基因型的簇。在多个生产公司中鉴定出相同的CC-VA基因型模式,表明生产公司、CC或VA基因型之间缺乏关联。

结论

与两组美国分离株中的经典VAGs相比,所提出的ofs和srtF基因是区分致病和共生猪链球菌分离株的更强预测指标。泛基因组分析结合元数据(血清型、ST/CC、VA基因型)被证明是描述猪链球菌遗传多样性的有价值的亚型分析工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a0a/7919319/9dc963c53e28/40813_2021_201_Fig1_HTML.jpg

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