Pejaver Vikas, Hsu Wei-Lun, Xin Fuxiao, Dunker A Keith, Uversky Vladimir N, Radivojac Predrag
Department of Computer Science and Informatics, Indiana University, Bloomington, Indiana, 47405.
Protein Sci. 2014 Aug;23(8):1077-93. doi: 10.1002/pro.2494. Epub 2014 Jun 11.
The structural, functional, and mechanistic characterization of several types of post-translational modifications (PTMs) is well-documented. PTMs, however, may interact or interfere with one another when regulating protein function. Yet, characterization of the structural and functional signatures of their crosstalk has been hindered by the scarcity of data. To this end, we developed a unified sequence-based predictor of 23 types of PTM sites that, we believe, is a useful tool in guiding biological experiments and data interpretation. We then used experimentally determined and predicted PTM sites to investigate two particular cases of potential PTM crosstalk in eukaryotes. First, we identified proteins statistically enriched in multiple types of PTM sites and found that they show preferences toward intrinsically disordered regions as well as functional roles in transcriptional, posttranscriptional, and developmental processes. Second, we observed that target sites modified by more than one type of PTM, referred to as shared PTM sites, show even stronger preferences toward disordered regions than their single-PTM counterparts; we explain this by the need for these regions to accommodate multiple partners. Finally, we investigated the influence of single and shared PTMs on differential regulation of protein-protein interactions. We provide evidence that molecular recognition features (MoRFs) show significant preferences for PTM sites, particularly shared PTM sites, implicating PTMs in the modulation of this specific type of macromolecular recognition. We conclude that intrinsic disorder is a strong structural prerequisite for complex PTM-based regulation, particularly in context-dependent protein-protein interactions related to transcriptional and developmental processes.
几种类型的翻译后修饰(PTM)的结构、功能和作用机制已得到充分记录。然而,PTM在调节蛋白质功能时可能会相互作用或干扰。然而,由于数据稀缺,其相互作用的结构和功能特征的表征受到了阻碍。为此,我们开发了一种基于序列的统一预测器,可预测23种类型的PTM位点,我们认为这是指导生物学实验和数据解释的有用工具。然后,我们使用实验确定的和预测的PTM位点来研究真核生物中潜在PTM相互作用的两个特定案例。首先,我们确定了在多种类型的PTM位点上统计富集的蛋白质,发现它们对内在无序区域以及转录、转录后和发育过程中的功能作用表现出偏好。其次,我们观察到被一种以上类型的PTM修饰的靶位点,即共享PTM位点,比其单PTM对应位点对无序区域表现出更强的偏好;我们将此解释为这些区域需要容纳多个伴侣。最后,我们研究了单个和共享PTM对蛋白质-蛋白质相互作用差异调节的影响。我们提供的证据表明,分子识别特征(MoRF)对PTM位点,特别是共享PTM位点表现出显著偏好,这表明PTM参与了这种特定类型的大分子识别调节。我们得出结论,内在无序是基于复杂PTM调节的强大结构先决条件,特别是在与转录和发育过程相关的上下文依赖的蛋白质-蛋白质相互作用中。