The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.

16S ribosomal RNA currently represents the most important target of study in bacterial ecology. Its use for the description of bacterial diversity is, however, limited by the presence of variable copy numbers in bacterial genomes and sequence variation within closely related taxa or within a genome....

Full description

Bibliographic Details
Main Authors: Tomáš Větrovský, Petr Baldrian
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23460914/?tool=EBI
id doaj-e8aa325137db4123b2b798779036a0fb
record_format Article
spelling doaj-e8aa325137db4123b2b798779036a0fb2021-03-03T23:39:56ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0182e5792310.1371/journal.pone.0057923The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.Tomáš VětrovskýPetr Baldrian16S ribosomal RNA currently represents the most important target of study in bacterial ecology. Its use for the description of bacterial diversity is, however, limited by the presence of variable copy numbers in bacterial genomes and sequence variation within closely related taxa or within a genome. Here we use the information from sequenced bacterial genomes to explore the variability of 16S rRNA sequences and copy numbers at various taxonomic levels and apply it to estimate bacterial genome and DNA abundances. In total, 7,081 16S rRNA sequences were in silico extracted from 1,690 available bacterial genomes (1-15 per genome). While there are several phyla containing low 16S rRNA copy numbers, in certain taxa, e.g., the Firmicutes and Gammaproteobacteria, the variation is large. Genome sizes are more conserved at all tested taxonomic levels than 16S rRNA copy numbers. Only a minority of bacterial genomes harbors identical 16S rRNA gene copies, and sequence diversity increases with increasing copy numbers. While certain taxa harbor dissimilar 16S rRNA genes, others contain sequences common to multiple species. Sequence identity clusters (often termed operational taxonomic units) thus provide an imperfect representation of bacterial taxa of a certain phylogenetic rank. We have demonstrated that the information on 16S rRNA copy numbers and genome sizes of genome-sequenced bacteria may be used as an estimate for the closest related taxon in an environmental dataset to calculate alternative estimates of the relative abundance of individual bacterial taxa in environmental samples. Using an example from forest soil, this procedure would increase the abundance estimates of Acidobacteria and decrease these of Firmicutes. Using the currently available information, alternative estimates of bacterial community composition may be obtained in this way if the variation of 16S rRNA copy numbers among bacteria is considered.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23460914/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Tomáš Větrovský
Petr Baldrian
spellingShingle Tomáš Větrovský
Petr Baldrian
The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
PLoS ONE
author_facet Tomáš Větrovský
Petr Baldrian
author_sort Tomáš Větrovský
title The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
title_short The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
title_full The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
title_fullStr The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
title_full_unstemmed The variability of the 16S rRNA gene in bacterial genomes and its consequences for bacterial community analyses.
title_sort variability of the 16s rrna gene in bacterial genomes and its consequences for bacterial community analyses.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description 16S ribosomal RNA currently represents the most important target of study in bacterial ecology. Its use for the description of bacterial diversity is, however, limited by the presence of variable copy numbers in bacterial genomes and sequence variation within closely related taxa or within a genome. Here we use the information from sequenced bacterial genomes to explore the variability of 16S rRNA sequences and copy numbers at various taxonomic levels and apply it to estimate bacterial genome and DNA abundances. In total, 7,081 16S rRNA sequences were in silico extracted from 1,690 available bacterial genomes (1-15 per genome). While there are several phyla containing low 16S rRNA copy numbers, in certain taxa, e.g., the Firmicutes and Gammaproteobacteria, the variation is large. Genome sizes are more conserved at all tested taxonomic levels than 16S rRNA copy numbers. Only a minority of bacterial genomes harbors identical 16S rRNA gene copies, and sequence diversity increases with increasing copy numbers. While certain taxa harbor dissimilar 16S rRNA genes, others contain sequences common to multiple species. Sequence identity clusters (often termed operational taxonomic units) thus provide an imperfect representation of bacterial taxa of a certain phylogenetic rank. We have demonstrated that the information on 16S rRNA copy numbers and genome sizes of genome-sequenced bacteria may be used as an estimate for the closest related taxon in an environmental dataset to calculate alternative estimates of the relative abundance of individual bacterial taxa in environmental samples. Using an example from forest soil, this procedure would increase the abundance estimates of Acidobacteria and decrease these of Firmicutes. Using the currently available information, alternative estimates of bacterial community composition may be obtained in this way if the variation of 16S rRNA copy numbers among bacteria is considered.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23460914/?tool=EBI
work_keys_str_mv AT tomasvetrovsky thevariabilityofthe16srrnageneinbacterialgenomesanditsconsequencesforbacterialcommunityanalyses
AT petrbaldrian thevariabilityofthe16srrnageneinbacterialgenomesanditsconsequencesforbacterialcommunityanalyses
AT tomasvetrovsky variabilityofthe16srrnageneinbacterialgenomesanditsconsequencesforbacterialcommunityanalyses
AT petrbaldrian variabilityofthe16srrnageneinbacterialgenomesanditsconsequencesforbacterialcommunityanalyses
_version_ 1714811341720518656