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Updated: Jul 11, 2026

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Prokaryotic taxonomy and phylogeny in the genomic era: advancements and challenges ahead
Konstantinos T Konstantinidis1, James M Tiedje
1School of Civil & Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA. konstan1@msu.edu
Abstract:
Advancing prokaryotic taxonomy constitutes a contemporary academic challenge as well as practical necessity. Genome sequencing has greatly facilitated the evaluation of the current taxonomic system and the development of simpler, more portable and accurate, sequence-based alternatives to substitute for the traditional cumbersome methods. Studies based on the former genome-enabled methods reveal that existing taxonomic designations, including the species level, correspond frequently to a continuum of genetic diversity as opposed to natural groupings (e.g. biological species). Improving such artificial and often ambiguous taxonomic designations, however, will require larger genomic datasets and more carefully designed sampling of natural populations. Only then can the promise for a superior genome-based taxonomy materialize.
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