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Published on: December 16, 2016
TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at
Khalid Abnaof1, Nikhil Mallela, Gudrun Walenda
1Bonn-Aachen International Center for IT, University of Bonn, Dahlmannstr, 2, 53113 Bonn, Germany. abnaof@bit.uni-bonn.de.
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.
Insights
This study reveals the complex, cell-type-specific transcriptional responses to TGF-β1 signaling, identifying conserved pathways and the crucial role of transcription factor EGR1 across species.
Area of Science:
- Cellular Biology
- Molecular Biology
- Bioinformatics
Background:
- The Transforming Growth Factor-beta (TGF-β) signaling pathway regulates fundamental cellular processes.
- Its complex mechanisms and phenotypic effects are not fully understood.
- Investigating TGF-β1's transcriptional response across diverse cell types is crucial.
Purpose of the Study:
- To compare the dynamic transcriptional response profiles of TGF-β1 stimulation in various human and mouse cell types.
- To uncover common patterns and conserved regulatory mechanisms.
- To elucidate the multifaceted nature of TGF-β1 signaling.
Main Methods:
- Generation of time-course microarray data from human and mouse parenchymal liver cells, human mesenchymal stromal cells, and mouse hematopoietic progenitor cells.
- Application of a panel of bioinformatics methods to analyze gene expression dynamics.
- Validation using an independent dataset from A549 lung adenocarcinoma cells.
Main Results:
- TGF-β1 stimulation elicited a variable and multifaceted transcriptional response, extending beyond classical pathways.
- Several common biological processes and signaling pathways were identified across cell types and species.
- The transcription factor EGR1 demonstrated a conserved influence across different cell types and species.
Conclusions:
- Analysis of dynamic transcriptional responses revealed commonly affected biological processes and pathways linked to TGF-β1 via network analysis.
- These findings provide insights into TGF-β1 pathway activities in diverse cell systems.
- The study highlights conserved interactions of TGF-β1 signaling between species and tissue types.
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