Cargando…

Integrative FourD omics approach profiles the target network of the carbon storage regulatory system

Multi-target regulators represent a largely untapped area for metabolic engineering and anti-bacterial development. These regulators are complex to characterize because they often act at multiple levels, affecting proteins, transcripts and metabolites. Therefore, single omics experiments cannot prof...

Descripción completa

Detalles Bibliográficos
Autores principales: Sowa, Steven W., Gelderman, Grant, Leistra, Abigail N., Buvanendiran, Aishwarya, Lipp, Sarah, Pitaktong, Areen, Vakulskas, Christopher A., Romeo, Tony, Baldea, Michael, Contreras, Lydia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389547/
https://www.ncbi.nlm.nih.gov/pubmed/28126921
http://dx.doi.org/10.1093/nar/gkx048
_version_ 1782521289325412352
author Sowa, Steven W.
Gelderman, Grant
Leistra, Abigail N.
Buvanendiran, Aishwarya
Lipp, Sarah
Pitaktong, Areen
Vakulskas, Christopher A.
Romeo, Tony
Baldea, Michael
Contreras, Lydia M.
author_facet Sowa, Steven W.
Gelderman, Grant
Leistra, Abigail N.
Buvanendiran, Aishwarya
Lipp, Sarah
Pitaktong, Areen
Vakulskas, Christopher A.
Romeo, Tony
Baldea, Michael
Contreras, Lydia M.
author_sort Sowa, Steven W.
collection PubMed
description Multi-target regulators represent a largely untapped area for metabolic engineering and anti-bacterial development. These regulators are complex to characterize because they often act at multiple levels, affecting proteins, transcripts and metabolites. Therefore, single omics experiments cannot profile their underlying targets and mechanisms. In this work, we used an Integrative FourD omics approach (INFO) that consists of collecting and analyzing systems data throughout multiple time points, using multiple genetic backgrounds, and multiple omics approaches (transcriptomics, proteomics and high throughput sequencing crosslinking immunoprecipitation) to evaluate simultaneous changes in gene expression after imposing an environmental stress that accentuates the regulatory features of a network. Using this approach, we profiled the targets and potential regulatory mechanisms of a global regulatory system, the well-studied carbon storage regulatory (Csr) system of Escherichia coli, which is widespread among bacteria. Using 126 sets of proteomics and transcriptomics data, we identified 136 potential direct CsrA targets, including 50 novel ones, categorized their behaviors into distinct regulatory patterns, and performed in vivo fluorescence-based follow up experiments. The results of this work validate 17 novel mRNAs as authentic direct CsrA targets and demonstrate a generalizable strategy to integrate multiple lines of omics data to identify a core pool of regulator targets.
format Online
Article
Text
id pubmed-5389547
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-53895472017-04-24 Integrative FourD omics approach profiles the target network of the carbon storage regulatory system Sowa, Steven W. Gelderman, Grant Leistra, Abigail N. Buvanendiran, Aishwarya Lipp, Sarah Pitaktong, Areen Vakulskas, Christopher A. Romeo, Tony Baldea, Michael Contreras, Lydia M. Nucleic Acids Res Data Resources and Analyses Multi-target regulators represent a largely untapped area for metabolic engineering and anti-bacterial development. These regulators are complex to characterize because they often act at multiple levels, affecting proteins, transcripts and metabolites. Therefore, single omics experiments cannot profile their underlying targets and mechanisms. In this work, we used an Integrative FourD omics approach (INFO) that consists of collecting and analyzing systems data throughout multiple time points, using multiple genetic backgrounds, and multiple omics approaches (transcriptomics, proteomics and high throughput sequencing crosslinking immunoprecipitation) to evaluate simultaneous changes in gene expression after imposing an environmental stress that accentuates the regulatory features of a network. Using this approach, we profiled the targets and potential regulatory mechanisms of a global regulatory system, the well-studied carbon storage regulatory (Csr) system of Escherichia coli, which is widespread among bacteria. Using 126 sets of proteomics and transcriptomics data, we identified 136 potential direct CsrA targets, including 50 novel ones, categorized their behaviors into distinct regulatory patterns, and performed in vivo fluorescence-based follow up experiments. The results of this work validate 17 novel mRNAs as authentic direct CsrA targets and demonstrate a generalizable strategy to integrate multiple lines of omics data to identify a core pool of regulator targets. Oxford University Press 2017-02-28 2017-01-25 /pmc/articles/PMC5389547/ /pubmed/28126921 http://dx.doi.org/10.1093/nar/gkx048 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Data Resources and Analyses
Sowa, Steven W.
Gelderman, Grant
Leistra, Abigail N.
Buvanendiran, Aishwarya
Lipp, Sarah
Pitaktong, Areen
Vakulskas, Christopher A.
Romeo, Tony
Baldea, Michael
Contreras, Lydia M.
Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title_full Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title_fullStr Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title_full_unstemmed Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title_short Integrative FourD omics approach profiles the target network of the carbon storage regulatory system
title_sort integrative fourd omics approach profiles the target network of the carbon storage regulatory system
topic Data Resources and Analyses
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389547/
https://www.ncbi.nlm.nih.gov/pubmed/28126921
http://dx.doi.org/10.1093/nar/gkx048
work_keys_str_mv AT sowastevenw integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT geldermangrant integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT leistraabigailn integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT buvanendiranaishwarya integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT lippsarah integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT pitaktongareen integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT vakulskaschristophera integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT romeotony integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT baldeamichael integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem
AT contreraslydiam integrativefourdomicsapproachprofilesthetargetnetworkofthecarbonstorageregulatorysystem