VirulenceFinder for Enterococcus faecium and Enterococcus lactis : an enhanced database for detection of putative virulence markers by using whole-genome sequencing data

Author:

Roer Louise1ORCID,Kaya Hülya1,Tedim Ana P.23ORCID,Novais Carla45ORCID,Coque Teresa M.67ORCID,Aarestrup Frank M.8ORCID,Peixe Luísa45ORCID,Hasman Henrik1,Hammerum Anette M.1,Freitas Ana R.459,

Affiliation:

1. Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark

2. Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, Salamanca, Spain

3. Grupo de Investigación Biomédica en Sepsis-BioSepsis, Hospital Universitario Río Hortega, Instituto de Investigación Biomédica de Salamanca (IBSAL), Valladollid, Spain

4. UCIBIO, Departamento de Ciências Biológicas, Laboratório de Microbiologia, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal

5. Associate Laboratory i4HB, Faculty of Pharmacy, University of Porto, Institute for Health and Bioeconomy, Porto, Portugal

6. Department of Microbiology, Ramón y Cajal University Hospital and Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain

7. Network Research Centre for Infectious Diseases (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain

8. Research Group for Genomic Epidemiology, Technical University of Denmark, National Food Institute, Lyngby, Denmark

9. 1H-TOXRUN—One Health Toxicology Research Unit, University Institute of Health Sciences, CESPU, CRL, Gandra, Portugal

Abstract

ABSTRACT Enterococcus faecium ( Efm ) is a leading cause of hospital-associated (HA) infections, often enriched in putative virulence markers (PVMs). Recently, the Efm clade B was assigned as Enterococcus lactis ( Elts ), which usually lack HA- Efm infection markers. Available databases for extracting PVM are incomplete and/or present an intermix of genes from Efm and Enterococcus faecalis , with distinct virulence profiles. In this study, we constructed a new database containing 27 PVMs [ acm, scm, sgrA, ecbA, fnm, sagA, hylEfm, ptsD, orf1481, fms15, fms21-fms20 (pili gene cluster 1, PGC-1), fms14-fms17-fms13 (PGC-2), empA-empB-empC (PGC-3), fms11-fms19-fms16 (PGC-4), ccpA, bepA, gls20-glsB1, and gls33-glsB ] from nine reference genomes (seven Efm + two Elts ). The database was validated against these reference genomes and further evaluated using a collection of well-characterized Efm ( n = 43) and Elts ( n = 7) control strains, by assessing PVM presence/absence and its variants together with a genomic phylogeny constructed as single-nucleotide polymorphisms. We found a high concordance between the phylogeny and in silico findings of the PVM, with Elts clustering separately and mostly carrying Elts- specific PVM gene variants. Based on our validation results, we recommend using the database with raw reads instead of assemblies to avoid missing gene variants. This newly constructed database of 27 PVMs will enable a more comprehensive characterization of Efm and Elts based on WGS data. The developed database exhibits scalability and boasts a range of applications in public health, including diagnostics, outbreak investigations, and epidemiological studies. It can be further used in risk assessment for distinguishing between safe and unsafe enterococci. IMPORTANCE The newly constructed database, consisting of 27 putative virulence markers, is highly scalable and serves as a valuable resource for the comprehensive characterization of these closely related species using WGS data. It holds significant potential for various public health applications, including hospital outbreak investigations, surveillance, and risk assessment for probiotics and feed additives.

Funder

Fundação para a Ciência e a Tecnologia

Publisher

American Society for Microbiology

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