Ghanekar Yashoda, Sadasivam Subhashini
DeepSeeq Bioinformatics, Bangalore, India.
Bioinform Biol Insights. 2022 Apr 19;16:11779322221088725. doi: 10.1177/11779322221088725. eCollection 2022.
Rheumatoid arthritis (RA) is an autoimmune disease characterised by systemic inflammation of joints. The observed complexity of RA pathogenesis and studies that have been carried out so far indicate that RA pathogenesis is regulated at multiple levels. Given the role of RNA editing in autoimmune disease, we hypothesised that RNA editing could contribute to RA pathogenesis by regulating gene expression through post-transcriptional mechanisms.
We identified RNA editing events in synovial tissues from early and established RA compared with normal subjects from an available transcriptome data set using REDItools. To investigate the potential effect of these RNA editing events on gene expression, we carried out an analysis of differential exon usage in the vicinity of the differentially edited sites using DEXSeq. We then used STRING to identify putative interactions between differentially edited genes identified from REDItools analysis. We also investigated the possible effects of these RNA editing events on miRNA-target mRNA interactions as predicted by miRanda.
Our analysis revealed that there is extensive RNA editing in RA, with 304 and 273 differentially edited events in early RA and established RA, respectively. Of these, 25 sites were within 11 genes in early RA, and 34 sites were within 7 genes in established RA. DEXSeq analysis revealed that RNA editing correlated with differential exon usage in 4 differentially edited genes that have previously also been associated with RA in some measure: , , , and . DEXSeq analysis also revealed enrichment of some non-functional isoforms of these genes, perhaps at the expense of their full-length counterparts. Network analysis using STRING showed that several edited genes were part of the p53 protein-protein interaction network. We also identified several putative miRNA binding sites in the differentially edited genes that were lost upon editing.
Our results suggested that the expression of genes involved in DNA repair and cell cycle, including and which are well-known functional regulators of the DNA damage response pathway, could be regulated by RNA editing in RA synovia. This may contribute to an impaired DNA damage response in synovial tissues.
类风湿关节炎(RA)是一种以关节系统性炎症为特征的自身免疫性疾病。RA发病机制的复杂性以及迄今为止所开展的研究表明,RA发病机制在多个层面受到调控。鉴于RNA编辑在自身免疫性疾病中的作用,我们推测RNA编辑可能通过转录后机制调节基因表达,从而促成RA的发病机制。
我们使用REDItools,从一个可用的转录组数据集中,鉴定了早期和确诊RA患者滑膜组织中的RNA编辑事件,并与正常受试者进行比较。为了研究这些RNA编辑事件对基因表达的潜在影响,我们使用DEXSeq对差异编辑位点附近的外显子使用差异进行了分析。然后,我们使用STRING来识别从REDItools分析中鉴定出的差异编辑基因之间的假定相互作用。我们还研究了这些RNA编辑事件对miRanda预测的miRNA-靶mRNA相互作用的可能影响。
我们的分析显示,RA中存在广泛的RNA编辑,早期RA和确诊RA中分别有304个和273个差异编辑事件。其中,25个位点位于早期RA的11个基因内,34个位点位于确诊RA的7个基因内。DEXSeq分析显示,RNA编辑与4个差异编辑基因的外显子使用差异相关,这些基因之前在某种程度上也与RA相关: 、 、 和 。DEXSeq分析还显示,这些基因的一些无功能异构体有所富集,可能是以其全长对应物为代价。使用STRING进行的网络分析表明,几个编辑基因是p53蛋白质-蛋白质相互作用网络的一部分。我们还在差异编辑基因中鉴定出了几个假定的miRNA结合位点,这些位点在编辑后丢失。
我们的结果表明,参与DNA修复和细胞周期的基因表达,包括 和 ,它们是DNA损伤反应途径中众所周知的功能调节因子,可能在RA滑膜中受到RNA编辑的调控。这可能导致滑膜组织中DNA损伤反应受损。