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Related Experiment Video

Updated: Nov 6, 2025

Hybrid De Novo Genome Assembly for the Generation of Complete Genomes of Urinary Bacteria using Short- and Long-read Sequencing Technologies
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A method for achieving complete microbial genomes and improving bins from metagenomics data.

Lauren M Lui1, Torben N Nielsen1, Adam P Arkin1,2,3

  • 1Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States of America.

Plos Computational Biology
|May 7, 2021
PubMed
Summary

A new method, Jorg, aids in circularizing microbial genomes from metagenomics data, enabling new discoveries about microbial genetics and improving genome assembly accuracy.

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Area of Science:

  • Microbial genomics
  • Bioinformatics
  • Metagenomics

Background:

  • Metagenomics enables studying uncultured microbes but assembling complete genomes is challenging due to complexity and diversity.
  • Few circular bacterial and archaeal genomes (<100) are published from metagenomics data, limiting genomic reference collections.
  • Circular genomes are crucial for confirming completeness, assessing contamination, and understanding gene context.

Purpose of the Study:

  • To develop a semi-automated method (Jorg) for circularizing small bacterial, archaeal, and viral genomes from metagenomic data.
  • To improve the accuracy of genome assembly by identifying and correcting misassemblies.
  • To facilitate novel discoveries in microbial genomics, particularly for organisms with limited existing genomic data.

Main Methods:

  • Iterative assembly, binning, and read mapping were employed in the Jorg method.
  • The method was initially applied to Candidate Phyla Radiation (CPR) species due to their small genomes and single ribosomal RNA operon.
  • Analysis of 19 public datasets was performed to test the efficacy of the Jorg method.

Main Results:

  • Successfully circularized 34 Candidate Phyla Radiation (CPR) genomes, one Margulisbacteria genome, one Chloroflexi genome, and two megaphage genomes.
  • The Jorg method identified potential misassemblies missed by k-mer based assemblies.
  • New insights were gained, including evidence that ribosomal genes are likely not operonic in most CPR, and the discovery of diverged RNase P RNA in some CPR.

Conclusions:

  • The Jorg method is effective for semi-automated circularization of small microbial genomes from metagenomics data.
  • Circularized genomes provide critical data for reference collections and understanding microbial biology.
  • This work expands the collection of circularized genomes and reveals novel biological insights into CPR and other microbial groups.