bioRxivCell BiologyPreprint
Impaired Regulation of Redox Transcriptome during the Differentiation of iPSCs into Induced Cardiomyocytes (iCMs)
G. Shanmugam, D. Crossman, J. Rajasingh, B. Dalley, J. Zhang, R. Namakkal-Soorappan
Abstract
BackgroundReprogramming of somatic cells into pluripotent stem cells (iPSC) and subsequent differentiation into iPSC-derived cardiomyocytes (iCM) seems to be a promising strategy for cardiac regenerative therapy. However, recent failure or poor outcomes in cardiac cell therapy warrants further investigation focusing on the infarction/wound environment (site of healing) to improve the cardiac regenerative medicine. Here, using next generation sequencing (NGS), we analyzed the global transcriptome to discover the unidentified genes/pathways that are crucial for cell survival, cytoprotection and mitochondrial dynamics during the differentiation of iPSC into iCM.\n\nMethodsHigh throughput NGS was performed RNA from human iPSCs and iCMs (n=3/group) and analyzed the global changes in the transcriptome during differentiation. Furthermore, Ingenuity Pathway Analysis (IPA) and Gene Ontology (GO) for biological process were performed to understand the transcriptional networks that are involved during iCM differentiation. RNA-seq data were further validated by qRT-PCR analyses.\n\nResultsGlobal transcriptome analysis revealed that ~9,290 genes (log2 FC >2) were significantly altered in human iCMs compared to the parent iPSCs, in which 4,784 transcripts were substantially upregulated and 4,506 transcripts were down-regulated during differentiation. GO enrichment and IPA analyses revealed the top 10 regulatory networks (i.e. hierarchical order) involved in differentiation of iCMs including cardiomyocyte remodeling, integrin-linked kinase signaling, Rho family of GTPases, etc. Surprisingly, none of the top 10 pathways listed the genes liable for redox signaling networks that are crucial for the basal cellular redox homeostasis, Nrf2-dependent antioxidant defense, mitochondrial functions and cell survival. Our deeper and unbiased analysis of this data revealed that the genes involved in above canonical signaling pathways are found in the middle of the inverted vertical cone. Of note, although these pathways are significantly altered during the differentiation (of iPS into cardiomyocytes), a majority of them are ranked low in the hierarchical list (>150). Validation of the randomly selected genes representing various pathways real-time qPCR confirmed the global transcriptome changes observed in NGS.\n\nConclusionWe highlight the significance of Nrf2-redox and mitochondrial transcriptome during differentiation of iPSC into iCMs. Thus, targeting the redox signaling mechanisms in iCMs may enhance their efficiency for cell therapy and improved myocardial repair.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
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