Bartonek Lukas, Zagrovic Bojan
Department of Structural and Computational Biology, Max F. Perutz Laboratories, University of Vienna, Campus Vienna Biocenter 5, Vienna, Austria.
PLoS Comput Biol. 2017 Jul 27;13(7):e1005648. doi: 10.1371/journal.pcbi.1005648. eCollection 2017 Jul.
It has recently been demonstrated that the nucleobase-density profiles of mRNA coding sequences are related in a complementary manner to the nucleobase-affinity profiles of their cognate protein sequences. Based on this, it has been proposed that cognate mRNA/protein pairs may bind in a co-aligned manner, especially if unstructured. Here, we study the dependence of mRNA/protein sequence complementarity on the properties of the nucleobase/amino-acid affinity scales used. Specifically, we sample the space of randomly generated scales by employing a Monte Carlo strategy with a fitness function that depends directly on the level of complementarity. For model organisms representing all three domains of life, we show that even short searches reproducibly converge upon highly optimized scales, implying that the topology of the underlying fitness landscape is decidedly funnel-like. Furthermore, the optimized scales, generated without any consideration of the physicochemical attributes of nucleobases or amino acids, resemble closely the nucleobase/amino-acid binding affinity scales obtained from experimental structures of RNA-protein complexes. This provides support for the claim that mRNA/protein sequence complementarity may indeed be related to binding between the two. Finally, we characterize suboptimal scales and show that intermediate-to-high complementarity can be reached by substantially diverse scales, but with select amino acids contributing disproportionally. Our results expose the dependence of cognate mRNA/protein sequence complementarity on the properties of the underlying nucleobase/amino-acid affinity scales and provide quantitative constraints that any physical scales need to satisfy for the complementarity to hold.
最近有研究表明,mRNA编码序列的核碱基密度分布与其同源蛋白质序列的核碱基亲和力分布以互补的方式相关。基于此,有人提出同源mRNA/蛋白质对可能以共排列的方式结合,特别是在无结构的情况下。在这里,我们研究了mRNA/蛋白质序列互补性对所使用的核碱基/氨基酸亲和力尺度特性的依赖性。具体而言,我们通过采用蒙特卡罗策略和直接依赖互补水平的适应度函数,对随机生成的尺度空间进行采样。对于代表生命所有三个域的模式生物,我们表明,即使是短时间的搜索也能可重复地收敛到高度优化的尺度,这意味着潜在适应度景观的拓扑结构明显呈漏斗状。此外,在没有考虑核碱基或氨基酸的物理化学属性的情况下生成的优化尺度,与从RNA-蛋白质复合物的实验结构中获得的核碱基/氨基酸结合亲和力尺度非常相似。这为mRNA/蛋白质序列互补性可能确实与两者之间的结合有关这一说法提供了支持。最后,我们对次优尺度进行了表征,并表明通过实质上不同的尺度可以达到中等至高互补性,但某些氨基酸的贡献不成比例。我们的结果揭示了同源mRNA/蛋白质序列互补性对潜在核碱基/氨基酸亲和力尺度特性的依赖性,并提供了任何物理尺度为使互补性成立所需满足的定量约束。