Metagenomic operational taxonomic units (mOTUs)

Metagenomic operational taxonomic units (mOTUs) enable high-resolution taxonomic and strain-level profiling of microbial communities from shotgun metagenomic and metatranscriptomic sequencing by defining species-level units based on single-copy phylogenetic marker genes.


Key Features:

  • Species-Level Resolution: mOTUs identify known and previously unknown microorganisms at species-level resolution using marker genes.
  • Reference-Independent Profiling: mOTUs rely on single-copy phylogenetic marker genes to profile communities without requiring complete reference genomes.
  • Enhanced Coverage and Precision: In a study of 252 human fecal samples, mOTUs captured on average 43% of species abundance and 58% of richness that genome-based methods missed.
  • Broad Taxonomic Profiling: mOTUs can profile over 7,700 microbial species, including taxa lacking reference genomes.
  • Quantification of Basal Transcriptional Activity: mOTUs enable quantification of basal transcriptional activity in microbial communities by leveraging essential housekeeping marker genes in metatranscriptomic data.
  • Strain-Level Insights: mOTUs produce single-nucleotide variation profiles that facilitate comparison of microbial strain populations and align closely with whole-genome data.

Scientific Applications:

  • Human microbiome profiling: Quantifying species abundance, richness, and strain variation in human-associated microbiomes using metagenomic and metatranscriptomic data.
  • Environmental microbiology surveys: Characterizing microbial diversity and detecting taxa lacking reference genomes across environmental samples.
  • Comparative genomics and population genetics: Comparing strain populations across hosts or environments using single-nucleotide variation profiles derived from mOTUs.
  • Microbial transcriptional activity analysis: Assessing basal transcriptional activity of microbial communities via housekeeping marker genes in metatranscriptomes.

Methodology:

mOTUs cluster single-copy phylogenetic marker genes extracted from shotgun metagenomic and metatranscriptomic sequencing to define metagenomic operational taxonomic units and derive single-nucleotide variation profiles for strain-level comparisons.

Topics

Collections

Details

License:
GPL-3.0
Cost:
Free of charge
Tool Type:
command-line tool
Operating Systems:
Linux, Mac
Programming Languages:
Perl
Added:
2/11/2016
Last Updated:
11/24/2024

Operations

Data Inputs & Outputs

Publications

Milanese A, Mende DR, Paoli L, Salazar G, Ruscheweyh H, Cuenca M, Hingamp P, Alves R, Costea PI, Coelho LP, Schmidt TSB, Almeida A, Mitchell AL, Finn RD, Huerta-Cepas J, Bork P, Zeller G, Sunagawa S. Microbial abundance, activity and population genomic profiling with mOTUs2. Nature Communications. 2019;10(1). doi:10.1038/s41467-019-08844-4. PMID:30833550. PMCID:PMC6399450.

Sunagawa S, Mende DR, Zeller G, Izquierdo-Carrasco F, Berger SA, Kultima JR, Coelho LP, Arumugam M, Tap J, Nielsen HB, Rasmussen S, Brunak S, Pedersen O, Guarner F, de Vos WM, Wang J, Li J, Doré J, Ehrlich SD, Stamatakis A, Bork P. Metagenomic species profiling using universal phylogenetic marker genes. Nature Methods. 2013;10(12):1196-1199. doi:10.1038/nmeth.2693. PMID:24141494.

Documentation

Downloads

Links