bioRxivGenomicsPreprint
The Pangenome of Escherichia coli
Siddharth ChauhaniD, Omid ArdalaniiD, Jason C. HyuniD, Jonathan M. MonkiD, Patrick V. PhaneufiD, Bernhard Ørn PalssoniD
Abstract
Thousands of complete genome sequences for strains of a species that are now available enable the advancement of pangenome analytics to a new level of sophistication. We collected 2,377 publicly-available complete genomes of Escherichia coli for detailed pangenome analysis. The core genome and accessory genomes consisted of 2,398 and 5,182 genes, respectively. We developed a machine learning approach to define the accessory genes characterizing the major phylogroups of E. coli plus Shigella: A, B1, B2, C, D, E, F, G, and Shigella. The analysis resulted in a detailed structure of the genetic basis of the phylogroups differential traits. This pangenome structure was largely consistent with a housekeeping-gene-based MLST distribution, sequence-based Mash distance, and the Clermont quadruplex classification. The rare genome consisted of 163,619 genes, about 79% of which represented variations of 315 underlying transposon elements. This analysis generated a mathematical definition of the genetic basis for a species.
- organism: E. coli
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: variant calling
- research focus: database / resource
- approach: machine learning (classical)
- Citations
- 3
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- What can we learn from over 100,000 Escherichia coli genomes?
Kaleb Z. Abram, Zulema Udaondo, … David Wayne Ussery·Communications BiologyPeer-reviewed·Jan 26, 2021
- Pangenome evolution in Escherichia coli is sequence type, not phylogroup, specific
E. Cummins, R. J. Hall, … A. McNally·bioRxiv·May 20, 2022
- Strain intrinsic properties and environmental constraints together shape Escherichia coli dynamics and diversity over a twenty-year human gut time series
B. Condamine, T. Morel-Journel, … O. Clermont·bioRxiv·Feb 21, 2024
- Phylogenetic trees of closely related bacterial species and subspecies based on frequencies of short nucleotide sequences
Y. Nakano, K. Yamagishi, Y. Domon·bioRxiv·May 10, 2022
- Gene-gene relationships in an Escherichia coli accessory genome are linked to function and mobility
R. J. Hall, F. J. Whelan, … J. O. McInerney·bioRxiv·Mar 26, 2021
- Phylogenetic background and habitat drive the genetic diversification of Escherichia coli
M. Touchon, A. Perrin, … E. P. Rocha·bioRxiv·Feb 12, 2020