Evaluating Metagenome Assembly on a Simple Defined Community with Many Strain Variants
Abstract
We evaluate the performance of three metagenome assemblers, IDBA, MetaSPAdes, and MEGAHIT, on short-read sequencing of a defined \"mock\" community containing 64 genomes (Shakya et al. (2013)). We update the reference metagenome for this mock community and detect several additional genomes in the read data set. We show that strain confusion results in significant loss in assembly of reference genomes that are otherwise completely present in the read data set. In agreement with previous studies, we find that MEGAHIT performs best computationally; we also show that MEGAHIT tends to recover larger portions of the strain variants than the other assemblers.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 25
- Assay
- Research Focus
- Approach
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
- Strainy: phasing and assembly of strain haplotypes from long-read metagenome sequencing
Ekaterina Kazantseva, Ataberk Donmez, … Mikhail Kolmogorov·Nature MethodsPeer-reviewed·Sep 26, 2024
- Automated strain separation in low-complexity metagenomes using long reads
Riccardo Vicedomini, Christopher Quince, … Rayan Chikhi·Nature CommunicationsPeer-reviewed·Jul 23, 2021
- Capturing variation in metagenomic assembly graphs with MetaCortex
Samuel Martin, Martin Ayling, … Richard M. Leggett·BioinformaticsPeer-reviewed·Jan 1, 2023
- Efficient High-Quality Metagenome Assembly from Long Accurate Reads using Minimizer-space de Bruijn Graphs
Gaëtan Benoit, Sébastien Raguideau, … Christopher Quince·bioRxiv·Jul 7, 2023
- StrainXpress: strain aware metagenome assembly from short reads
Xiongbin Kang, Xiao Ling Luo, Alexander Schönhuth·Nucleic Acids ResearchPeer-reviewed·Jul 1, 2022
- Simple, reference-independent analyses help optimize hybrid assembly of microbial community metagenomes
Garrett J. Smith, Theo A. van Alen, … Sebastian Lücker·bioRxiv·Sep 12, 2023