Graduate School of Biomedical Sciences and Department of Developmental, Molecular, and Chemical Biology, Tufts University School of Medicine, Boston, MA, 02111, USA.
Gene Expression and Regulation Program, and Center for Systems and Computational Biology, The Wistar Institute, Philadelphia, PA, 19104, USA.
Sci Rep. 2024 Jul 23;14(1):16964. doi: 10.1038/s41598-024-67648-9.
Obesity is characterized by dysregulated adipogenesis that leads to increased number and/or size of adipocytes. Understanding the molecular mechanisms governing adipogenesis is therefore key to designing therapeutic interventions against obesity. In our study, we analyzed 3'-end sequencing data that we generated from human preadipocytes and adipocytes, as well as previously published RNA-seq datasets, to elucidate mechanisms of regulation via long non-coding RNA (lncRNA), alternative splicing (AS) and alternative polyadenylation (APA). We discovered lncRNAs that have not been previously characterized but may be key regulators of white adipogenesis. We also detected 100 AS events and, using motif enrichment analysis, identified RNA binding proteins (RBPs) that could mediate exon skipping-the most prevalent AS event. In addition, we show that usage of alternative poly(A) sites in introns or 3'-UTRs of key adipogenesis genes leads to isoform diversity, which can have significant biological consequences on differentiation efficiency. We also identified RBPs that may modulate APA and defined how 3'-UTR APA can regulate gene expression through gain or loss of specific microRNA binding sites. Taken together, our bioinformatics-based analysis reveals potential therapeutic avenues for obesity through manipulation of lncRNA levels and the profile of mRNA isoforms via alternative splicing and polyadenylation.
肥胖的特征是脂肪生成失调,导致脂肪细胞数量和/或大小增加。因此,了解调控脂肪生成的分子机制是设计针对肥胖的治疗干预措施的关键。在我们的研究中,我们分析了从人类前体脂肪细胞和脂肪细胞以及先前发表的 RNA-seq 数据集生成的 3'端测序数据,以阐明通过长非编码 RNA (lncRNA)、可变剪接 (AS) 和可变多聚腺苷酸化 (APA) 的调节机制。我们发现了以前未被表征但可能是白色脂肪生成关键调节剂的 lncRNA。我们还检测到 100 个 AS 事件,并通过基序富集分析鉴定了可能介导外显子跳过-最常见的 AS 事件的 RNA 结合蛋白 (RBP)。此外,我们表明关键脂肪生成基因的内含子或 3'UTR 中的可变多聚(A)位点的使用导致了异构体多样性,这可能对分化效率产生重大的生物学影响。我们还鉴定了可能调节 APA 的 RBPs,并定义了 3'UTR APA 如何通过获得或失去特定的 microRNA 结合位点来调节基因表达。总之,我们基于生物信息学的分析揭示了通过操纵 lncRNA 水平以及通过可变剪接和多聚腺苷酸化改变 mRNA 异构体谱来治疗肥胖的潜在途径。