Su Jia-Ying, Wang Yun-Lin, Hsieh Yu-Tung, Chang Yu-Chi, Yang Cheng-Han, Kang YoonSoon, Huang Yen-Tsung, Lin Chien-Ling
Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan.
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Elife. 2025 Feb 18;13:RP97682. doi: 10.7554/eLife.97682.
Untranslated regions (UTRs) contain crucial regulatory elements for RNA stability, translation and localization, so their integrity is indispensable for gene expression. Approximately 3.7% of genetic variants associated with diseases occur in UTRs, yet a comprehensive understanding of UTR variant functions remains limited due to inefficient experimental and computational assessment methods. To systematically evaluate the effects of UTR variants on RNA stability, we established a massively parallel reporter assay on 6555 UTR variants reported in human disease databases. We examined the RNA degradation patterns mediated by the UTR library in two cell lines, and then applied LASSO regression to model the influential regulators of RNA stability. We found that UA dinucleotides and UA-rich motifs are the most prominent destabilizing element. Gain of UA dinucleotide outlined mutant UTRs with reduced stability. Studies on endogenous transcripts indicate that high UA-dinucleotide ratios in UTRs promote RNA degradation. Conversely, elevated GC content and protein binding on UA dinucleotides protect high-UA RNA from degradation. Further analysis reveals polarized roles of UA-dinucleotide-binding proteins in RNA protection and degradation. Furthermore, the UA-dinucleotide ratio of both UTRs is a common characteristic of genes in innate immune response pathways, implying a coordinated stability regulation through UTRs at the transcriptomic level. We also demonstrate that stability-altering UTRs are associated with changes in biobank-based health indices, underscoring the importance of precise UTR regulation for wellness. Our study highlights the importance of RNA stability regulation through UTR primary sequences, paving the way for further exploration of their implications in gene networks and precision medicine.
非翻译区(UTRs)包含对RNA稳定性、翻译和定位至关重要的调控元件,因此它们的完整性对于基因表达不可或缺。约3.7%与疾病相关的基因变异发生在非翻译区,但由于实验和计算评估方法效率低下,对非翻译区变异功能的全面理解仍然有限。为了系统评估非翻译区变异对RNA稳定性的影响,我们针对人类疾病数据库中报告的6555个非翻译区变异建立了大规模平行报告基因检测。我们在两种细胞系中检测了由非翻译区文库介导的RNA降解模式,然后应用套索回归对RNA稳定性的影响调节因子进行建模。我们发现UA二核苷酸和富含UA的基序是最显著的不稳定元件。UA二核苷酸的增加勾勒出稳定性降低的突变非翻译区。对内源转录本的研究表明,非翻译区高UA二核苷酸比例会促进RNA降解。相反,GC含量的升高和UA二核苷酸上的蛋白质结合可保护高UA含量的RNA不被降解。进一步分析揭示了UA二核苷酸结合蛋白在RNA保护和降解中的极化作用。此外,两个非翻译区的UA二核苷酸比例是先天免疫反应途径中基因的共同特征,这意味着在转录组水平上通过非翻译区进行协调的稳定性调节。我们还证明,改变稳定性的非翻译区与基于生物样本库的健康指标变化相关,强调了精确的非翻译区调控对健康的重要性。我们的研究突出了通过非翻译区一级序列进行RNA稳定性调控的重要性,为进一步探索其在基因网络和精准医学中的意义铺平了道路。