School of Dentistry, Health Science Institute, Paulista University, São Paulo 04026-002, SP, Brazil.
Department of Clinical Dentistry, Federal University of Espírito Santo, Vitória 29043-910, ES, Brazil.
Genes (Basel). 2023 Aug 18;14(8):1649. doi: 10.3390/genes14081649.
Chromatin conformation, DNA methylation pattern, transcriptional profile, and non-coding RNAs (ncRNAs) interactions constitute an epigenetic pattern that influences the cellular phenotypic commitment and impacts the clinical outcomes in regenerative therapies. Here, we investigated the epigenetic landscape of the SP7 transcriptor factor () and Distal-Less Homeobox 4 () osteoblastic transcription factors (TFs), in human periodontal ligament mesenchymal cells (PDLCs) with low (l-PDLCs) and high (h-PDLCs) osteogenic potential. Chromatin accessibility (ATAC-seq), genome DNA methylation (Methylome), and RNA sequencing (RNA-seq) assays were performed in l- and h-PDLCs, cultured at 10 days in non-induced (DMEM) and osteogenic (OM) medium in vitro. Data were processed in , and programs, and metadata was analyzed by online bioinformatics tools and in and environments. ATAC-seq analyses showed the TFs genomic regions are more accessible in l-PDLCs than in h-PDLCs. In Methylome analyses, the TFs presented similar average methylation intensities (AMIs), without differently methylated probes (DMPs) between l- and h-PDLCs; in addition, there were no differences in the expression profiles of TFs signaling pathways. Interestingly, we identified the long non-coding RNAs (lncRNAs), and as upregulated in l-PDLCs, in both DMEM and OM. In the following analysis, the web-based prediction tool predicted RNA:RNA base-pairing interactions between , , and transcripts. The machine learning program predicted DNA:RNA triplex-forming potential for the DNA site and for one of the LINC00939 transcripts (). PCR data confirmed the upregulation of and transcripts in l-PDLCs (× h-PDLCs) in both DMEM and OM ( < 0.05); conversely, and were downregulated, confirming those results observed in the RNA-Seq analysis. Together, these results indicate the lncRNAs MIR31HG and LINC00939 as possible epigenetic inhibitors of the osteogenic differentiation in PDLCs by (post)transcriptional and translational repression of the and TFs.
染色质构象、DNA 甲基化模式、转录谱和非编码 RNA(ncRNA)相互作用构成了一种表观遗传模式,它影响细胞表型的承诺,并影响再生治疗中的临床结果。在这里,我们研究了 SP7 转录因子 () 和远区同源盒 4 () 成骨转录因子 (TFs) 在具有低 (l-PDLCs) 和高 (h-PDLCs) 成骨潜能的人牙周膜间充质细胞 (PDLCs) 中的表观遗传景观。在体外,在非诱导 (DMEM) 和成骨 (OM) 培养基中培养 10 天的 l-和 h-PDLCs 中进行染色质可及性 (ATAC-seq)、基因组 DNA 甲基化 (Methylome) 和 RNA 测序 (RNA-seq) 分析。数据在 、 和 程序中进行处理,元数据通过在线生物信息学工具和 及 环境进行分析。ATAC-seq 分析表明,TFs 的基因组区域在 l-PDLCs 中比在 h-PDLCs 中更易接近。在 Methylome 分析中,TFs 呈现出相似的平均甲基化强度 (AMIs),在 l-PDLCs 和 h-PDLCs 之间没有不同甲基化的探针 (DMPs);此外,TFs 信号通路的表达谱没有差异。有趣的是,我们鉴定出长非编码 RNA (lncRNA) 、 和 在上皮细胞中上调,在 DMEM 和 OM 中都是如此。在接下来的分析中,基于网络的预测工具 预测了 、 、 和 转录本之间的 RNA:RNA 碱基配对相互作用。机器学习程序 预测了 位点的 DNA:RNA 三链形成潜力和 LINC00939 转录本之一 ()。PCR 数据证实了 l-PDLCs 中 、 和 转录本的上调 (× h-PDLCs),在 DMEM 和 OM 中均如此 ( < 0.05);相反, 、 和 下调,这与 RNA-Seq 分析中观察到的结果一致。综上所述,这些结果表明,lncRNA MIR31HG 和 LINC00939 可能通过对 、 和 TFs 的转录后和翻译抑制作用,成为 PDLCs 成骨分化的表观遗传抑制剂。