Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, FL 33701, USA.
Int J Mol Sci. 2024 Oct 15;25(20):11054. doi: 10.3390/ijms252011054.
It is known that both transcriptional and post-transcriptional mechanisms control messenger RNA (mRNA) levels. Compared to transcriptional regulations, our understanding of how post-transcriptional regulations adapt during fatty liver progression at the whole-transcriptome level is unclear. While traditional RNA-seq analysis uses only reads mapped to exons to determine gene expression, recent studies support the idea that intron-mapped reads can be reliably used to estimate gene transcription. In this study, we analyzed differential gene expression at both the exon and intron levels using two liver RNA-seq datasets from mice that were fed a high-fat diet for seven weeks (mild fatty liver) or thirty weeks (severe fatty liver). We found that the correlation between gene transcription and mature mRNA levels was much lower in mice with mild fatty liver as compared with mice with severe fatty liver. This result indicates broad post-transcriptional regulations for early fatty liver and such regulations are compromised for severe fatty liver. Specifically, gene ontology analysis revealed that genes involved in synapse organization and cell adhesion were transcriptionally upregulated, while their mature mRNAs were unaffected in mild fatty liver. Further characterization of post-transcriptionally suppressed genes in early fatty liver revealed that their mRNAs harbor a significantly longer 3' UTR, one of the major features that may subject RNA transcripts to nonsense-mediated RNA decay (NMD). We further show that the expression of representative genes that were post-transcriptionally suppressed were upregulated in mice with a hepatocyte-specific defect of NMD. Finally, we provide data supporting a time-dependent decrease in NMD activity in the liver of a diet-induced metabolic-dysfunction-associated fatty liver disease mouse model. In summary, our study supports the conclusion that NMD is essential in preventing unwanted/harmful gene expression at the early stage of fatty liver and such a mechanism is lost due to decreased NMD activity in mice with severe fatty liver.
已知转录和转录后机制都控制着信使 RNA(mRNA)的水平。与转录调控相比,我们对于在整个转录组水平上,脂肪肝病进展过程中如何适应转录后调控的理解还不清楚。虽然传统的 RNA-seq 分析仅使用映射到外显子的读取来确定基因表达,但最近的研究支持这样一种观点,即可以可靠地使用内显子映射读取来估计基因转录。在这项研究中,我们使用两个从喂食高脂肪饮食 7 周(轻度脂肪肝)或 30 周(严重脂肪肝)的小鼠的肝脏 RNA-seq 数据集,分别对内显子和外显子水平的差异基因表达进行了分析。我们发现,与严重脂肪肝的小鼠相比,轻度脂肪肝的小鼠中基因转录与成熟 mRNA 水平之间的相关性要低得多。这一结果表明,早期脂肪肝存在广泛的转录后调控,而这种调控在严重脂肪肝中受到了损害。具体而言,基因本体分析表明,参与突触组织和细胞黏附的基因在转录水平上上调,而在轻度脂肪肝中,其成熟的 mRNA 不受影响。对早期脂肪肝中转录后被抑制的基因的进一步特征分析表明,它们的 mRNA 含有明显更长的 3'UTR,这是可能使 RNA 转录物受到无意义介导的 RNA 降解(NMD)的主要特征之一。我们进一步表明,在 NMD 肝细胞特异性缺陷的小鼠中,代表那些转录后被抑制的基因的表达上调。最后,我们提供的数据支持在饮食诱导的代谢功能障碍相关脂肪肝疾病小鼠模型中,NMD 活性随时间下降的观点。总之,我们的研究支持这样一种结论,即 NMD 对于在脂肪肝的早期阶段防止不必要/有害的基因表达是必不可少的,而在严重脂肪肝的小鼠中,由于 NMD 活性的降低,这种机制丢失了。