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Proposed virulence-associated genes of Streptococcus suis isolates from the United States serve as predictors of pathogenicity
- Source :
- Porcine Health Management, Porcine Health Management, Vol 7, Iss 1, Pp 1-16 (2021)
- Publication Year :
- 2021
- Publisher :
- BioMed Central, 2021.
-
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.
- Subjects :
- Serotype
Streptococcus suis
Biology
Pan-genome
Genetic diversity
03 medical and health sciences
Genotype
Small Animals
Gene
Pathotype
lcsh:SF1-1100
030304 developmental biology
Whole genome sequencing
Genetics
0303 health sciences
lcsh:Veterinary medicine
030306 microbiology
Virulence-associated genes (VAGs)
Research
biology.organism_classification
Subtyping
lcsh:SF600-1100
Animal Science and Zoology
lcsh:Animal culture
Subjects
Details
- Language :
- English
- ISSN :
- 20555660
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Porcine Health Management
- Accession number :
- edsair.doi.dedup.....d00b157a8627a49f9068c262ca3d2881