Qi Fei, Frishman Dmitrij
Department of Bioinformatics, Technische Universität München, Wissenschaftzentrum Weihenstephan, Maximus-von-Imhof-Forum 3, D-85354 Freising, Germany.
St Petersburg State Polytechnic University, St Petersburg 195251, Russia.
Nucleic Acids Res. 2017 Jun 2;45(10):6109-6118. doi: 10.1093/nar/gkx161.
Secondary structure elements in the coding regions of mRNAs play an important role in gene expression and regulation, but distinguishing functional from non-functional structures remains challenging. Here we investigate the dependence of sequence-structure relationships in the coding regions on temperature based on the recent PARTE data by Wan et al. Our main finding is that the regions with high and low thermostability (high Tm and low Tm regions) are under evolutionary pressure to preserve RNA secondary structure and primary sequence, respectively. Sequences of low Tm regions display a higher degree of evolutionary conservation compared to high Tm regions. Low Tm regions are under strong synonymous constraint, while high Tm regions are not. These findings imply that high Tm regions contain thermo-stable functionally important RNA structures, which impose relaxed evolutionary constraint on sequence as long as the base-pairing patterns remain intact. By contrast, low thermostability regions contain single-stranded functionally important conserved RNA sequence elements accessible for binding by other molecules. We also find that theoretically predicted structures of paralogous mRNA pairs become more similar with growing temperature, while experimentally measured structures tend to diverge, which implies that the melting pathways of RNA structures cannot be fully captured by current computational approaches.
mRNA编码区的二级结构元件在基因表达和调控中发挥着重要作用,但区分功能性结构和非功能性结构仍然具有挑战性。在此,我们基于Wan等人最近的PARTE数据,研究了编码区序列-结构关系对温度的依赖性。我们的主要发现是,具有高和低热稳定性的区域(高Tm和低Tm区域)分别承受着保留RNA二级结构和一级序列的进化压力。与高Tm区域相比,低Tm区域的序列显示出更高程度的进化保守性。低Tm区域受到强烈的同义约束,而高Tm区域则不然。这些发现表明,高Tm区域包含热稳定的功能重要的RNA结构,只要碱基配对模式保持完整,这些结构对序列施加的进化约束就会放松。相比之下,低热稳定性区域包含可被其他分子结合的单链功能重要的保守RNA序列元件。我们还发现,随着温度升高,旁系同源mRNA对的理论预测结构变得更加相似,而实验测量的结构则趋于发散,这意味着当前的计算方法无法完全捕捉RNA结构的解链途径。