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MAGinator enables accurate profiling of de novo MAGs with strain-level phylogenies

  • Trine Zachariasen*
  • , Jakob Russel
  • , Charisse Petersen
  • , Gisle A. Vestergaard
  • , Shiraz Shah
  • , Pablo Atienza Lopez
  • , Moschoula Passali
  • , Stuart E. Turvey
  • , Søren J. Sørensen
  • , Ole Lund
  • , Jakob Stokholm
  • , Asker Brejnrod
  • , Jonathan Thorsen
  • *Corresponding author for this work
  • University of Copenhagen
  • University of British Columbia

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

Metagenomic sequencing has provided great advantages in the characterisation of microbiomes, but currently available analysis tools lack the ability to combine subspecies-level taxonomic resolution and accurate abundance estimation with functional profiling of assembled genomes. To define the microbiome and its associations with human health, improved tools are needed to enable comprehensive understanding of the microbial composition and elucidation of the phylogenetic and functional relationships between the microbes. Here, we present MAGinator, a freely available tool, tailored for profiling of shotgun metagenomics datasets. MAGinator provides de novo identification of subspecies-level microbes and accurate abundance estimates of metagenome-assembled genomes (MAGs). MAGinator utilises the information from both gene- and contig-based methods yielding insight into both taxonomic profiles and the origin of genes and genetic content, used for inference of functional content of each sample by host organism. Additionally, MAGinator facilitates the reconstruction of phylogenetic relationships between the MAGs, providing a framework to identify clade-level differences.

Original languageEnglish
Article number5734
JournalNature Communications
Volume15
Issue number1
Number of pages10
ISSN2041-1723
DOIs
Publication statusPublished - 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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