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Published on: July 20, 2015
Endothelial gene regulatory elements associated with cardiopharyngeal lineage differentiation
Ilaria Aurigemma1,2, Olga Lanzetta3, Andrea Cirino3
1PhD program in Molecular Medicine and Medical Biotechnology, University Federico II, Via Sergio Pansini 5, 80131, Naples, Italy.
Insights
Researchers identified novel regulatory elements driving endothelial cell (EC) differentiation from cardiopharyngeal mesoderm. These findings enhance understanding of EC development and gene regulation.
Area of Science:
- Developmental Biology
- Molecular Biology
- Genomics
Background:
- Endothelial cells (EC) originate from various sources, including cardiopharyngeal mesoderm.
- The specific regulatory elements controlling EC differentiation within this mesoderm are not fully understood.
Purpose of the Study:
- To identify novel endothelial regulatory elements activated during early cardiopharyngeal mesoderm differentiation.
- To computationally predict and validate enhancers controlling EC gene expression.
Main Methods:
- Utilized a cardiogenic mesoderm differentiation model.
- Integrated chromatin remodeling, gene expression, and single-cell RNA-seq data.
- Applied machine learning to predict enhancers and validated findings using genetic/epigenetic perturbations.
Main Results:
- Identified 101 putative regulatory elements for EC genes.
- Predicted 50% of these sequences as likely enhancers, including previously reported ones.
- Validated a subset of regulatory elements for key EC genes.
Conclusions:
- Discovered EC regulatory sequences with high enhancer potential in cardiopharyngeal mesoderm.
- Confirmed the role of core EC transcription factors (GATA/ETS/FOS) in regulating ECs within this developmental context.
Abstract:
Endothelial cells (EC) differentiate from multiple sources, including the cardiopharyngeal mesoderm, which gives rise also to cardiac and branchiomeric muscles. The enhancers activated during endothelial differentiation within the cardiopharyngeal mesoderm are not completely known. Here, we use a cardiogenic mesoderm differentiation model that activates an endothelial transcription program to identify endothelial regulatory elements activated in early cardiogenic mesoderm. Integrating chromatin remodeling and gene expression data with available single-cell RNA-seq data from mouse embryos, we identify 101 putative regulatory elements of EC genes. We then apply a machine-learning strategy, trained on validated enhancers, to predict enhancers. Using this computational assay, we determine that 50% of these sequences are likely enhancers, some of which are already reported. We also identify a smaller set of regulatory elements of well-known EC genes and validate them using genetic and epigenetic perturbation. Finally, we integrate multiple data sources and computational tools to search for transcriptional factor binding motifs. In conclusion, we show EC regulatory sequences with a high likelihood to be enhancers, and we validate a subset of them using computational and cell culture models. Motif analyses show that the core EC transcription factors GATA/ETS/FOS is a likely driver of EC regulation in cardiopharyngeal mesoderm.
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