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Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes

BACKGROUND: DNA-binding transcription factors (TFs) regulate cellular functions in prokaryotes, often in response to environmental stimuli. Thus, the environment exerts constant selective pressure on the TF gene content of microbial communities. Recently a study on marine Synechococcus strains detec...

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Autores principales: Kostadinov, Ivaylo, Kottmann, Renzo, Ramette, Alban, Waldmann, Jost, Buttigieg, Pier Luigi, Glöckner, Frank Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3372289/
https://www.ncbi.nlm.nih.gov/pubmed/22587903
http://dx.doi.org/10.1186/2042-5783-1-9
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author Kostadinov, Ivaylo
Kottmann, Renzo
Ramette, Alban
Waldmann, Jost
Buttigieg, Pier Luigi
Glöckner, Frank Oliver
author_facet Kostadinov, Ivaylo
Kottmann, Renzo
Ramette, Alban
Waldmann, Jost
Buttigieg, Pier Luigi
Glöckner, Frank Oliver
author_sort Kostadinov, Ivaylo
collection PubMed
description BACKGROUND: DNA-binding transcription factors (TFs) regulate cellular functions in prokaryotes, often in response to environmental stimuli. Thus, the environment exerts constant selective pressure on the TF gene content of microbial communities. Recently a study on marine Synechococcus strains detected differences in their genomic TF content related to environmental adaptation, but so far the effect of environmental parameters on the content of TFs in bacterial communities has not been systematically investigated. RESULTS: We quantified the effect of environment stability on the transcription factor repertoire of marine pelagic microbes from the Global Ocean Sampling (GOS) metagenome using interpolated physico-chemical parameters and multivariate statistics. Thirty-five percent of the difference in relative TF abundances between samples could be explained by environment stability. Six percent was attributable to spatial distance but none to a combination of both spatial distance and stability. Some individual TFs showed a stronger relationship to environment stability and space than the total TF pool. CONCLUSIONS: Environmental stability appears to have a clearly detectable effect on TF gene content in bacterioplanktonic communities described by the GOS metagenome. Interpolated environmental parameters were shown to compare well to in situ measurements and were essential for quantifying the effect of the environment on the TF content. It is demonstrated that comprehensive and well-structured contextual data will strongly enhance our ability to interpret the functional potential of microbes from metagenomic data.
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spelling pubmed-33722892012-06-13 Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes Kostadinov, Ivaylo Kottmann, Renzo Ramette, Alban Waldmann, Jost Buttigieg, Pier Luigi Glöckner, Frank Oliver Microb Inform Exp Research BACKGROUND: DNA-binding transcription factors (TFs) regulate cellular functions in prokaryotes, often in response to environmental stimuli. Thus, the environment exerts constant selective pressure on the TF gene content of microbial communities. Recently a study on marine Synechococcus strains detected differences in their genomic TF content related to environmental adaptation, but so far the effect of environmental parameters on the content of TFs in bacterial communities has not been systematically investigated. RESULTS: We quantified the effect of environment stability on the transcription factor repertoire of marine pelagic microbes from the Global Ocean Sampling (GOS) metagenome using interpolated physico-chemical parameters and multivariate statistics. Thirty-five percent of the difference in relative TF abundances between samples could be explained by environment stability. Six percent was attributable to spatial distance but none to a combination of both spatial distance and stability. Some individual TFs showed a stronger relationship to environment stability and space than the total TF pool. CONCLUSIONS: Environmental stability appears to have a clearly detectable effect on TF gene content in bacterioplanktonic communities described by the GOS metagenome. Interpolated environmental parameters were shown to compare well to in situ measurements and were essential for quantifying the effect of the environment on the TF content. It is demonstrated that comprehensive and well-structured contextual data will strongly enhance our ability to interpret the functional potential of microbes from metagenomic data. BioMed Central 2011-09-07 /pmc/articles/PMC3372289/ /pubmed/22587903 http://dx.doi.org/10.1186/2042-5783-1-9 Text en Copyright ©2011 Kostadinov et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Kostadinov, Ivaylo
Kottmann, Renzo
Ramette, Alban
Waldmann, Jost
Buttigieg, Pier Luigi
Glöckner, Frank Oliver
Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title_full Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title_fullStr Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title_full_unstemmed Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title_short Quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
title_sort quantifying the effect of environment stability on the transcription factor repertoire of marine microbes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3372289/
https://www.ncbi.nlm.nih.gov/pubmed/22587903
http://dx.doi.org/10.1186/2042-5783-1-9
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