Long read metagenomics, the next step?
Haro-Moreno, J. M.; Lopez-Perez, M.; Rodriguez-Valera, F.
Show abstract
BackgroundThird-generation sequencing has penetrated little in metagenomics due to the high error rate and dependence for assembly on short-read designed bioinformatics. However, 2nd generation sequencing metagenomics (mostly Illumina) suffers from limitations, particularly in allowing assembly of microbes with high microdiversity or retrieving the flexible (adaptive) compartment of prokaryotic genomes. ResultsHere we have used different 3rd generation techniques to study the metagenome of a well-known marine sample from the mixed epipelagic water column of the winter Mediterranean. We have compared Oxford Nanopore and PacBio last generation technologies with the classical approach using Illumina short reads followed by assembly. PacBio Sequel II CCS appears particularly suitable for cellular metagenomics due to its low error rate. Long reads allow efficient direct retrieval of complete genes (473M/Tb) and operons before assembly, facilitating annotation and compensates the limitations of short reads or short-read assemblies. MetaSPAdes was the most appropriate assembly program when used in combination with short reads. The assemblies of the long reads allow also the reconstruction of much more complete metagenome-assembled genomes, even from microbes with high microdiversity. The flexible genome of reconstructed MAGs is much more complete and allows rescuing more adaptive genes. ConclusionsFor most applications of metagenomics, from community structure analysis to ecosystem functioning, long-reads should be applied whenever possible. Particularly for in-silico screening of biotechnologically useful genes, or population genomics, long-read metagenomics appears presently as a very fruitful approach and can be used from raw reads, before a computing-demanding (and potentially artefactual) assembly step.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Adaptation to space conditions of novel bacterial species isolated from the International Space Station revealed by functional gene annotations and comparative genome analysis 96%
- Ecogenomics and functional biogeography of the Roseobacter group in the global oceans based on 653 MAGs and SAGs 96%
- Time-series metagenomics reveals changing protistan ecology of a temperate dimictic lake 96%
Similar papers in this journal
- Benchmarking metagenomic marine microbial growth prediction from codon usage bias and peak-to-trough ratios 97%
- Genomic and kinetic analysis of novel Nitrospinae enriched by cell sorting 96%
- Novel Asgard archaea phylum Hermodarchaeota degrade alkanes and aromatics via alkyl/benzyl-succinate synthase and benzoyl-CoA pathway 96%
Similar papers in this journal
- Novel diversity of polar Cyanobacteria revealed by genome-resolved metagenomics 97%
- FANGORN: A quality-checked and publicly available database of full-length 16S-ITS-23S rRNA operon sequences 96%
- The Kocurious case of Noodlococcus: genomic insights into Kocuria rhizophila from characterisation of a laboratory contaminant 95%
Similar papers in this journal
- Detection of interphylum transfers of the magnetosome gene cluster in magnetotactic bacteria 96%
- Genomic insights into the Archaea inhabiting an Australian radioactive legacy site 96%
- Predicting environmental stressor levels with machine learning: a comparison between amplicon sequencing, metagenomics, and total RNA sequencing based on taxonomically assigned data 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.