Table · dataset · 2022
Data for EnteroBase: Hierarchical clustering of 100,000 s of bacterial genomes into species/sub-species and populations
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The definition of bacterial species is traditionally a taxonomic issue while bacterial populations are identified by population genetics.
Description
These assignments are species specific, and depend on the practitioner. Legacy multilocus sequence typing is commonly used to identify sequence types (STs) and clusters (ST Complexes).
However, these approaches are not adequate for the millions of genomic sequences from bacterial pathogens that have been generated since 2012. EnteroBase (enterobase.warwick.ac.uk) automatically clusters core genome MLST allelic profiles into hierarchical clusters (HierCC) after assembling annotated draft genomes from short read sequences. HierCC clusters span core sequence diversity from the species level down to individual transmission chains.
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Here we evaluate HierCC’s ability to correctly assign 100,000s of genomes to the species/subspecies and population levels for Salmonella, Escherichia, Clostridoides, Yersinia, Vibrio and Streptococcus. HierCC assignments were more consistent with maximum-likelihood super-trees of core SNPs or presence/absence of accessory genes than classical taxonomic assignments or 95% ANI. However, neither HierCC nor ANI were uniformly consistent with classical taxonomy of Streptococcus.
HierCC was also consistent with legacy eBGs/ST Complexes in Salmonella or Escherichia and with O serogroups in Salmonella. Thus, EnteroBase HierCC supports the automated 36 identification of and assignment to species/subspecies and populations for multiple genera.<br><br>The full set of deposited files is listed below: Data Files: Cdiff.2021.HC5.cgMLST Cdiff.2021.HC5.cgMLST.alleles.fasta.gz Cdiff.2021.HC5.wgMLST_detail.presence.gz EscherichiaReps.cgMLST.alleles.fasta.gz EscherichiaReps.cgMLST EscherichiaReps.wgMLST_detail.presence.gz Salmonella.2021.HC5_lg4_OR_HC400.cgMLST Salmonella.2021.HC5_lg4_OR_HC400.cgMLST.alleles.fasta.gz Salmonella.2021.HC5_lg4_OR_HC400.wgMLST_detail.presence.gz Streptococcus.2021.HC5_lg4_OR_HC50.cgMLST Streptococcus.2021.HC5_lg4_OR_HC50.cgMLST.alleles.fasta.gz Streptococcus.2021.HC5_lg4_OR_HC50.wgMLST_detail.presence.gz Vibrio.2021.HC5.cgMLST Vibrio.2021.HC5.cgMLST.alleles.fasta.gz Vibrio.2021.HC5.wgMLST_detail.presence.gz Yersinia.2021.HC5.cgMLST Yersinia.2021.HC5.cgMLST.alleles.fasta.gz Yersinia.2021.HC5.wgMLST_detail.presence.gz For details, refer the Dataset (Zip), Readme and Metadata files
Links
Where it is published
- DOI doi.org/10.82444/warw.33836995.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Microbial taxonomy 78%
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33836995 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:310409 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (78%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |