A publicly accessible database for Clostridioides difficile genome sequences supports tracing of transmission chains and epidemics

Author:

Frentrup Martinique1,Zhou Zhemin2ORCID,Steglich Matthias31ORCID,Meier-Kolthoff Jan P.1ORCID,Göker Markus1ORCID,Riedel Thomas31,Bunk Boyke1ORCID,Spröer Cathrin1,Overmann Jörg314ORCID,Blaschitz Marion5,Indra Alexander5,von Müller Lutz6,Kohl Thomas A.78ORCID,Niemann Stefan78,Seyboldt Christian9,Klawonn Frank1011ORCID,Kumar Nitin12,Lawley Trevor D.12,García-Fernández Sergio1314ORCID,Cantón Rafael1314ORCID,del Campo Rosa1314ORCID,Zimmermann Ortrud15ORCID,Groß Uwe15,Achtman Mark2ORCID,Nübel Ulrich431ORCID

Affiliation:

1. Leibniz Institute DSMZ, Braunschweig, Germany

2. Warwick Medical School, University of Warwick, UK

3. German Center for Infection Research (DZIF), Partner site Hannover-Braunschweig, Germany

4. Braunschweig Integrated Center of Systems Biology (BRICS), Technical University, Braunschweig, Germany

5. AGES-Austrian Agency for Health and Food Safety, Vienna, Austria

6. Christophorus-Kliniken, Coesfeld, Germany

7. German Center for Infection Research (DZIF), Partner site Hamburg-Lübeck-Borstel, Germany

8. Research Center Borstel, Germany

9. Friedrich-Loeffler-Institut, Jena, Germany

10. Institute for Information Engineering, Ostfalia University, Wolfenbüttel, Germany

11. Biostatistics, Helmholtz Centre for Infection Research, Braunschweig, Germany

12. Wellcome Sanger Institute, Hinxton, UK

13. Red Española de Investigación en Patología Infecciosa (REIPI), Madrid, Spain

14. Servicio de Microbiología, Hospital Universitario Ramón y Cajal, and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain

15. University Medical Center Göttingen, Germany

Abstract

Clostridioides difficile is the primary infectious cause of antibiotic-associated diarrhea. Local transmissions and international outbreaks of this pathogen have been previously elucidated by bacterial whole-genome sequencing, but comparative genomic analyses at the global scale were hampered by the lack of specific bioinformatic tools. Here we introduce a publicly accessible database within EnteroBase (http://enterobase.warwick.ac.uk) that automatically retrieves and assembles C. difficile short-reads from the public domain, and calls alleles for core-genome multilocus sequence typing (cgMLST). We demonstrate that comparable levels of resolution and precision are attained by EnteroBase cgMLST and single-nucleotide polymorphism analysis. EnteroBase currently contains 18 254 quality-controlled C. difficile genomes, which have been assigned to hierarchical sets of single-linkage clusters by cgMLST distances. This hierarchical clustering is used to identify and name populations of C. difficile at all epidemiological levels, from recent transmission chains through to epidemic and endemic strains. Moreover, it puts newly collected isolates into phylogenetic and epidemiological context by identifying related strains among all previously published genome data. For example, HC2 clusters (i.e. chains of genomes with pairwise distances of up to two cgMLST alleles) were statistically associated with specific hospitals (P<10−4) or single wards (P=0.01) within hospitals, indicating they represented local transmission clusters. We also detected several HC2 clusters spanning more than one hospital that by retrospective epidemiological analysis were confirmed to be associated with inter-hospital patient transfers. In contrast, clustering at level HC150 correlated with k-mer-based classification and was largely compatible with PCR ribotyping, thus enabling comparisons to earlier surveillance data. EnteroBase enables contextual interpretation of a growing collection of assembled, quality-controlled C. difficile genome sequences and their associated metadata. Hierarchical clustering rapidly identifies database entries that are related at multiple levels of genetic distance, facilitating communication among researchers, clinicians and public-health officials who are combatting disease caused by C. difficile .

Funder

Deutsches Zentrum für Infektionsforschung

Niedersächsische Ministerium für Wissenschaft und Kultur

European Union Horizon 2020

Wellcome Trust

UK Medical Research Council

Biotechnology and Biological Sciences Research Council

Publisher

Microbiology Society

Subject

General Medicine

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