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TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level
BACKGROUND: The TGF-β signaling pathway is a fundamental pathway in the living cell, which plays a key role in many central cellular processes. The complex and sometimes contradicting mechanisms by which TGF-β yields phenotypic effects are not yet completely understood. In this study we investigated...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4049504/ https://www.ncbi.nlm.nih.gov/pubmed/24886091 http://dx.doi.org/10.1186/1752-0509-8-55 |
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author | Abnaof, Khalid Mallela, Nikhil Walenda, Gudrun Meurer, Steffen K Seré, Kristin Lin, Qiong Smeets, Bert Hoffmann, Kurt Wagner, Wolfgang Zenke, Martin Weiskirchen, Ralf Fröhlich, Holger |
author_facet | Abnaof, Khalid Mallela, Nikhil Walenda, Gudrun Meurer, Steffen K Seré, Kristin Lin, Qiong Smeets, Bert Hoffmann, Kurt Wagner, Wolfgang Zenke, Martin Weiskirchen, Ralf Fröhlich, Holger |
author_sort | Abnaof, Khalid |
collection | PubMed |
description | BACKGROUND: The TGF-β signaling pathway is a fundamental pathway in the living cell, which plays a key role in many central cellular processes. The complex and sometimes contradicting mechanisms by which TGF-β yields phenotypic effects are not yet completely understood. In this study we investigated and compared the transcriptional response profile of TGF-β1 stimulation in different cell types. For this purpose, extensive experiments are performed and time-course microarray data are generated in human and mouse parenchymal liver cells, human mesenchymal stromal cells and mouse hematopoietic progenitor cells at different time points. We applied a panel of bioinformatics methods on our data to uncover common patterns in the dynamic gene expression response in respective cells. RESULTS: Our analysis revealed a quite variable and multifaceted transcriptional response profile of TGF-β1 stimulation, which goes far beyond the well-characterized classical TGF-β1 signaling pathway. Nonetheless, we could identify several commonly affected processes and signaling pathways across cell types and species. In addition our analysis suggested an important role of the transcription factor EGR1, which appeared to have a conserved influence across cell-types and species. Validation via an independent dataset on A549 lung adenocarcinoma cells largely confirmed our findings. Network analysis suggested explanations, how TGF-β1 stimulation could lead to the observed effects. CONCLUSIONS: The analysis of dynamical transcriptional response to TGF-β treatment experiments in different human and murine cell systems revealed commonly affected biological processes and pathways, which could be linked to TGF-β1 via network analysis. This helps to gain insights about TGF-β pathway activities in these cell systems and its conserved interactions between the species and tissue types. |
format | Online Article Text |
id | pubmed-4049504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40495042014-06-10 TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level Abnaof, Khalid Mallela, Nikhil Walenda, Gudrun Meurer, Steffen K Seré, Kristin Lin, Qiong Smeets, Bert Hoffmann, Kurt Wagner, Wolfgang Zenke, Martin Weiskirchen, Ralf Fröhlich, Holger BMC Syst Biol Research Article BACKGROUND: The TGF-β signaling pathway is a fundamental pathway in the living cell, which plays a key role in many central cellular processes. The complex and sometimes contradicting mechanisms by which TGF-β yields phenotypic effects are not yet completely understood. In this study we investigated and compared the transcriptional response profile of TGF-β1 stimulation in different cell types. For this purpose, extensive experiments are performed and time-course microarray data are generated in human and mouse parenchymal liver cells, human mesenchymal stromal cells and mouse hematopoietic progenitor cells at different time points. We applied a panel of bioinformatics methods on our data to uncover common patterns in the dynamic gene expression response in respective cells. RESULTS: Our analysis revealed a quite variable and multifaceted transcriptional response profile of TGF-β1 stimulation, which goes far beyond the well-characterized classical TGF-β1 signaling pathway. Nonetheless, we could identify several commonly affected processes and signaling pathways across cell types and species. In addition our analysis suggested an important role of the transcription factor EGR1, which appeared to have a conserved influence across cell-types and species. Validation via an independent dataset on A549 lung adenocarcinoma cells largely confirmed our findings. Network analysis suggested explanations, how TGF-β1 stimulation could lead to the observed effects. CONCLUSIONS: The analysis of dynamical transcriptional response to TGF-β treatment experiments in different human and murine cell systems revealed commonly affected biological processes and pathways, which could be linked to TGF-β1 via network analysis. This helps to gain insights about TGF-β pathway activities in these cell systems and its conserved interactions between the species and tissue types. BioMed Central 2014-05-15 /pmc/articles/PMC4049504/ /pubmed/24886091 http://dx.doi.org/10.1186/1752-0509-8-55 Text en Copyright © 2014 Abnaof et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Abnaof, Khalid Mallela, Nikhil Walenda, Gudrun Meurer, Steffen K Seré, Kristin Lin, Qiong Smeets, Bert Hoffmann, Kurt Wagner, Wolfgang Zenke, Martin Weiskirchen, Ralf Fröhlich, Holger TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title | TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title_full | TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title_fullStr | TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title_full_unstemmed | TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title_short | TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
title_sort | tgf-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4049504/ https://www.ncbi.nlm.nih.gov/pubmed/24886091 http://dx.doi.org/10.1186/1752-0509-8-55 |
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