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...
Autores principales: | , , , , , , , , , |
---|---|
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 |