IEEE/ACM Trans Comput Biol Bioinform. 2018 Sep-Oct;15(5):1436-1444. doi: 10.1109/TCBB.2018.2834387. Epub 2018 May 14.
Protein-RNA complexes play important roles in various biological processes. The functions of protein-RNA complexes are dictated by their interactions, binding, stability, and affinity. In this work, we have identified the key residues (KRs), which are involved in both stability and binding. We found that 42 percent of considered proteins share common binding and stabilizing residues, whereas these residues are distinct in 58 percent of the proteins. Overall, 5 percent of stabilizing and 3 percent of binding residues serve as key residues. These residues are enriched with the combination of polar, charged, aliphatic, and aromatic residues. Analysis on subclasses of protein-RNA complexes based on protein structural class, function and RNA type showed that regulatory proteins, and complexes with single stranded RNA and rRNA have appreciable number of key residues. Specifically, Arg, Tyr, and Thr are preferred in most of the subclasses of protein-RNA complexes. In addition, residues with similar chemical behavior have different preferences to be KRs, such that Arg, Tyr, Val, and Thr are preferred over Lys, Trp, Ile, and Ser, respectively. Atomic level contacts revealed that charged and polar-nonpolar contacts are dominant in enzymes, polar in structural, and nonpolar in regulatory proteins. On the other hand, polar-nonpolar contacts are enriched in all these classes of protein-RNA complexes. Further, the influence of sequence and structural features such as conservation score, surrounding hydrophobicity, solvent accessibility, secondary structure, and long-range order in key residues are also discussed. We envisage that the present study provides insights to understand the structural and functional aspects of protein-RNA complexes.
蛋白质 - RNA 复合物在各种生物过程中发挥着重要作用。蛋白质 - RNA 复合物的功能取决于它们的相互作用、结合、稳定性和亲和力。在这项工作中,我们已经确定了参与稳定性和结合的关键残基 (KRs)。我们发现,考虑到的 42%的蛋白质共享共同的结合和稳定残基,而 58%的蛋白质则具有不同的这些残基。总的来说,5%的稳定残基和 3%的结合残基充当关键残基。这些残基富含极性、带电、脂肪族和芳香族残基的组合。基于蛋白质结构类别、功能和 RNA 类型对蛋白质 - RNA 复合物亚类进行分析表明,调节蛋白以及具有单链 RNA 和 rRNA 的复合物具有相当数量的关键残基。具体来说,Arg、Tyr 和 Thr 在大多数蛋白质 - RNA 复合物亚类中是首选的。此外,具有相似化学行为的残基对 KRs 的偏好不同,即 Arg、Tyr、Val 和 Thr 分别优先于 Lys、Trp、Ile 和 Ser。原子水平的接触表明,带电荷和极性-非极性接触在酶中占主导地位,在结构中为极性,在调节蛋白中为非极性。另一方面,极性-非极性接触在所有这些蛋白质 - RNA 复合物类中都很丰富。此外,还讨论了关键残基中序列和结构特征(如保守评分、周围疏水性、溶剂可及性、二级结构和长程有序性)的影响。我们设想,本研究为理解蛋白质 - RNA 复合物的结构和功能方面提供了一些见解。