Bulk RNA-seq analysis of HUVEC cell cultures with Cerebral Cavernous Malformation (CCM) protein knockdown
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ABSTRACT:
PROVIDER: PRJNA478141 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR7440280_1.fastq.gz | Fastqsanger.gz | |||
| SRR7440280_2.fastq.gz | Fastqsanger.gz | |||
| SRR7440290_1.fastq.gz | Fastqsanger.gz | |||
| SRR7440290_2.fastq.gz | Fastqsanger.gz | |||
| SRR7440300_1.fastq.gz | Fastqsanger.gz |
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Project description:Cerebral cavernous malformation (CCM) is a hemorrhagic neurovascular disease with no currently available therapeutics. Prior evidence suggests that different cell types may play a role in CCM pathogenesis. The contribution of each cell type to the dysfunctional cellular crosstalk remains unclear. Herein, RNA-seq was performed on FACS sorted endothelial cells (ECs), pericytes, neuroglia and microglia from CCM lesions and non-lesional brain tissue controls. Differentially Expressed Gene (DEG), pathway and Ligand-Receptor (LR) analyses were performed to characterize the dysfunctional genes of respective cell types within CCMs. Common DEGs among all three cell types were related to inflammation and endothelial-to-mesenchymal transition (EndMT). DEG and pathway analyses supported a role of lesional ECs in dysregulated angiogenesis and increased permeability. In addition, VEGFA was particularly upregulated in pericytes. Further pathway and LR analyses identified VEGFA/VEGFR2 signaling in lesional ECs and pericytes that would result in increased angiogenesis. Moreover, lesional pericytes and neuroglia predominantly showed DEGs and pathways mediating the immune response. Further analyses of cell specific gene alterations in CCM endorsed potential contribution to EndMT, coagulation, and a hypoxic microenvironment. Taken together, these findings motivate mechanistic hypotheses regarding non-endothelial contributions to lesion pathobiology and may lead to novel therapeutic targets.
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Project description:Purpose: To determine important genes, functions, and networks contributing to the pathobiology of cerebral cavernous malformation (CCM) from transcriptomic analyses across 3 species and 2 disease genotypes. Methods: Sequencing of RNA from laser microdissected neurovascular units (NVUs) of 5 human surgically resected CCM lesions, mouse brain microvascular ECs (BMECs) and C. elegans with induced Ccm gene loss, and their respective controls, provided differentially expressed genes (DEGs). DEGs from mouse and C. elegans were annotated into human homologous genes. Cross-comparisons of DEGs between species and genotypes as well as network and Gene Ontology (GO) enrichment analyses were performed. Results: Among hundreds of DEGs identified in each model, common genes and one GO term (GO:0051656 establishment of organelle localization) were commonly identified across the different species and genotypes. In addition, 24 GO functions were present in 4 out of 5 models and were related to cell-cell adhesion, neutrophil mediated immunity, ion transmembrane transporter activity, and responses to oxidative stress. We provide a comprehensive transcriptome library of CCM disease across species, and for the first time in Ccm1/Krit1 versus Ccm3/Pdcd10 genotypes Conclusion: We provide examples of how results can be used in hypothesis generation or mechanistic confirmatory studies.
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