Metagenomic species profiling using universal phylogenetic marker genes
- PMID: 24141494
- DOI: 10.1038/nmeth.2693
Metagenomic species profiling using universal phylogenetic marker genes
Abstract
To quantify known and unknown microorganisms at species-level resolution using shotgun sequencing data, we developed a method that establishes metagenomic operational taxonomic units (mOTUs) based on single-copy phylogenetic marker genes. Applied to 252 human fecal samples, the method revealed that on average 43% of the species abundance and 58% of the richness cannot be captured by current reference genome-based methods. An implementation of the method is available at http://www.bork.embl.de/software/mOTU/.
Similar articles
-
Microbial abundance, activity and population genomic profiling with mOTUs2.Nat Commun. 2019 Mar 4;10(1):1014. doi: 10.1038/s41467-019-08844-4. Nat Commun. 2019. PMID: 30833550 Free PMC article.
-
Cultivation-independent genomes greatly expand taxonomic-profiling capabilities of mOTUs across various environments.Microbiome. 2022 Dec 5;10(1):212. doi: 10.1186/s40168-022-01410-z. Microbiome. 2022. PMID: 36464731 Free PMC article.
-
Accurate and universal delineation of prokaryotic species.Nat Methods. 2013 Sep;10(9):881-4. doi: 10.1038/nmeth.2575. Epub 2013 Jul 28. Nat Methods. 2013. PMID: 23892899
-
Accurate and fast estimation of taxonomic profiles from metagenomic shotgun sequences.BMC Genomics. 2011;12 Suppl 2(Suppl 2):S4. doi: 10.1186/1471-2164-12-S2-S4. Epub 2011 Jul 27. BMC Genomics. 2011. PMID: 21989143 Free PMC article.
-
Studying long 16S rDNA sequences with ultrafast-metagenomic sequence classification using exact alignments (Kraken).J Microbiol Methods. 2016 Mar;122:38-42. doi: 10.1016/j.mimet.2016.01.011. Epub 2016 Jan 23. J Microbiol Methods. 2016. PMID: 26812576
Cited by
-
Sequencing and beyond: integrating molecular 'omics' for microbial community profiling.Nat Rev Microbiol. 2015 Jun;13(6):360-72. doi: 10.1038/nrmicro3451. Epub 2015 Apr 27. Nat Rev Microbiol. 2015. PMID: 25915636 Free PMC article. Review.
-
Novel technologies to characterize and engineer the microbiome in inflammatory bowel disease.Gut Microbes. 2022 Jan-Dec;14(1):2107866. doi: 10.1080/19490976.2022.2107866. Gut Microbes. 2022. PMID: 36104776 Free PMC article. Review.
-
Method development for cross-study microbiome data mining: Challenges and opportunities.Comput Struct Biotechnol J. 2020 Aug 1;18:2075-2080. doi: 10.1016/j.csbj.2020.07.020. eCollection 2020. Comput Struct Biotechnol J. 2020. PMID: 32802279 Free PMC article. Review.
-
A comprehensive overview of microbiome data in the light of machine learning applications: categorization, accessibility, and future directions.Front Microbiol. 2024 Feb 13;15:1343572. doi: 10.3389/fmicb.2024.1343572. eCollection 2024. Front Microbiol. 2024. PMID: 38419630 Free PMC article. Review.
-
Database size positively correlates with the loss of species-level taxonomic resolution for the 16S rRNA and other prokaryotic marker genes.PLoS Comput Biol. 2024 Aug 5;20(8):e1012343. doi: 10.1371/journal.pcbi.1012343. eCollection 2024 Aug. PLoS Comput Biol. 2024. PMID: 39102435 Free PMC article.
References
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Molecular Biology Databases
