Centre for Developmental Neurobiology, King's College London, London, SE1 1UL, UK.
Genome Biol. 2024 Jun 20;25(1):162. doi: 10.1186/s13059-024-03305-8.
The functional coupling between alternative pre-mRNA splicing (AS) and the mRNA quality control mechanism called nonsense-mediated decay (NMD) can modulate transcript abundance. Previous studies have identified several examples of such a regulation in developing neurons. However, the systems-level effects of AS-NMD in this context are poorly understood.
We developed an R package, factR2, which offers a comprehensive suite of AS-NMD analysis functions. Using this tool, we conducted a longitudinal analysis of gene expression in pluripotent stem cells undergoing induced neuronal differentiation. Our analysis uncovers hundreds of AS-NMD events with significant potential to regulate gene expression. Notably, this regulation is significantly overrepresented in specific functional groups of developmentally downregulated genes. Particularly strong association with gene downregulation is detected for alternative cassette exons stimulating NMD upon their inclusion into mature mRNA. By combining bioinformatic analyses with CRISPR/Cas9 genome editing and other experimental approaches we show that NMD-stimulating cassette exons regulated by the RNA-binding protein PTBP1 dampen the expression of their genes in developing neurons. We also provided evidence that the inclusion of NMD-stimulating cassette exons into mature mRNAs is temporally coordinated with NMD-independent gene repression mechanisms.
Our study provides an accessible workflow for the discovery and prioritization of AS-NMD targets. It further argues that the AS-NMD pathway plays a widespread role in developing neurons by facilitating the downregulation of functionally related non-neuronal genes.
可变剪接(AS)与称为无意义介导的衰变(NMD)的 mRNA 质量控制机制之间的功能偶联可以调节转录物丰度。先前的研究已经在发育中的神经元中鉴定出了几个这样的调节的例子。然而,在这种情况下,AS-NMD 的系统水平效应理解甚少。
我们开发了一个名为 factR2 的 R 包,它提供了一套全面的 AS-NMD 分析功能。使用此工具,我们对多能干细胞在诱导性神经元分化过程中的基因表达进行了纵向分析。我们的分析揭示了数百个具有潜在调节基因表达能力的 AS-NMD 事件。值得注意的是,这种调节在发育下调基因的特定功能群中显著过剩。特别是,在包含到成熟 mRNA 中会刺激 NMD 的可变剪接外显子中检测到与基因下调的强烈关联。通过将生物信息学分析与 CRISPR/Cas9 基因组编辑和其他实验方法相结合,我们表明由 RNA 结合蛋白 PTBP1 调节的 NMD 刺激的剪接外显子在发育中的神经元中抑制其基因的表达。我们还提供了证据表明,包含 NMD 刺激的剪接外显子到成熟 mRNAs 中与 NMD 独立的基因抑制机制在时间上是协调的。
我们的研究为发现和优先考虑 AS-NMD 靶标提供了一种易于访问的工作流程。它进一步表明,AS-NMD 途径通过促进功能相关的非神经元基因的下调,在发育中的神经元中发挥广泛的作用。