GTDB
GTDB provides a phylogenetically consistent, rank-normalized genome-based taxonomy for bacteria and archaea.
Key Features:
- Genome coverage: Contains 254,090 bacterial genomes and 4,316 archaeal genomes organized into 45,555 bacterial species clusters and 2,339 archaeal species clusters.
- Species delimitation (ANI): Uses average nucleotide identity (ANI) to delineate prokaryotic species and selects a single representative genome per species cluster.
- Proposed species clusters: Proposes 24,706 species clusters, with 8,792 based on published names and 15,914 assigned placeholder names for uncultivated genomes.
- Phylogenetic markers — bacteria: Derives bacterial taxonomy from concatenated protein sequences.
- Phylogenetic markers — archaea: Derives archaeal taxonomy from a 122-protein phylogeny.
- Rank normalization and polyphyly resolution: Normalizes taxonomic ranks based on relative evolutionary divergence and resolves polyphyletic groups.
- Bias and rate heterogeneity handling: Accounts for rate heterogeneity and compositional bias in genomic data to improve taxonomic stability.
- Inclusion of MAGs: Incorporates metagenome-assembled genomes (MAGs) to expand representation of uncultivated microorganisms.
- Genome-level tracking and quality assessment: Tracks taxonomic changes, assesses genome assembly quality, and identifies genomes assembled from type material or used as species representatives.
- Nomenclatural alignment: Aligns classifications with the International Code of Nomenclature of Prokaryotes and incorporates proposals for new ranks and using genome sequences as type material.
Scientific Applications:
- Prokaryotic systematics: Enables systematic studies of prokaryotic evolution and taxonomy using genome-based phylogenies.
- Genome classification and naming: Provides a structured framework for naming and classifying bacterial and archaeal genomes.
- Study of uncultivated diversity: Expands genomic representation and taxonomic placement of uncultivated microorganisms via MAGs.
- Species boundary definition: Supports species delineation and representative selection using ANI-based clustering.
Methodology:
Taxonomy derived from concatenated protein sequences for bacteria and a 122-protein phylogeny for archaea; ranks normalized by relative evolutionary divergence; polyphyletic groups resolved; ANI used for species delimitation and selection of single representative genomes; inclusion of MAGs and procedures for tracking taxonomic changes and assessing genome assembly quality.
Topics
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool
- Programming Languages:
- Python
- Added:
- 11/14/2019
- Last Updated:
- 11/24/2024
Operations
Publications
Parks DH, Chuvochina M, Chaumeil P, Rinke C, Mussig AJ, Hugenholtz P. Selection of representative genomes for 24,706 bacterial and archaeal species clusters provide a complete genome-based taxonomy. Unknown Journal. 2019. doi:10.1101/771964.
Parks DH, Chuvochina M, Rinke C, Mussig AJ, Chaumeil P, Hugenholtz P. GTDB: an ongoing census of bacterial and archaeal diversity through a phylogenetically consistent, rank normalized and complete genome-based taxonomy. Nucleic Acids Research. 2021;50(D1):D785-D794. doi:10.1093/nar/gkab776. PMID:34520557. PMCID:PMC8728215.
Rinke C, Chuvochina M, Mussig AJ, Chaumeil P, Davín AA, Waite DW, Whitman WB, Parks DH, Hugenholtz P. A standardized archaeal taxonomy for the Genome Taxonomy Database. Nature Microbiology. 2021;6(7):946-959. doi:10.1038/s41564-021-00918-8. PMID:34155373.
Parks DH, Chuvochina M, Chaumeil P, Rinke C, Mussig AJ, Hugenholtz P. A complete domain-to-species taxonomy for Bacteria and Archaea. Nature Biotechnology. 2020;38(9):1079-1086. doi:10.1038/s41587-020-0501-8. PMID:32341564.