Frontiers in Cell and Developmental Biology · 2021 · 31 citations · 38 references
Heart development requires robust gene regulation, and the related disruption could lead to congenital heart disease (CHD). To gain insights into the regulation of gene expression in CHD, we obtained the expression profiles of long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) in 22 heart tissue samples with tetralogy of Fallot (TOF) through strand-specific transcriptomic analysis. Using a causal inference framework based on the expression correlations and validated microRNA (miRNA)-lncRNA-mRNA evidences, we constructed the competing endogenous RNA (ceRNA)-mediated network driven by lncRNAs. Four lncRNAs (<i>FGD5-AS1</i>, <i>lnc-GNB4-1</i>, <i>lnc-PDK3-1</i>, and <i>lnc-SAMD5-1</i>) were identified as hub lncRNAs in the network. <i>FGD5-AS1</i> was selected for further study since all its targets were CHD-related genes (<i>NRAS</i>, <i>PTEN</i>, and <i>SMAD4</i>). Both <i>FGD5-AS1</i> and <i>SMAD4</i> could bind with hsa-miR-421, which has been validated using dual-luciferase reporter assays. Knockdown of <i>FGD5-AS1</i> not only significantly reduced <i>PTEN</i> and <i>SMAD4</i> expression in HEK 293 and the fetal heart cell line (CCC-HEH-2) but also increased the transcription of its interacted miRNAs in a cell-specific way. Besides ceRNA mechanism, RNAseq and ATACseq results showed that <i>FGD5-AS1</i> might play repression roles in heart development by transcriptionally regulating CHD-related genes. In conclusion, we identified a ceRNA network driven by lncRNAs in heart tissues of TOF patients. Furthermore, we proved that <i>FGD5-AS1</i>, one hub lncRNA in the TOF heart ceRNA network, regulates multiple genes transcriptionally and epigenetically.
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STAR: ultrafast universal RNA-seq aligner
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WGCNA: an R package for weighted correlation network analysis
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