Yilmaz Merve, Paulic Merle, Seidel Thorsten
Dynamic Cell Imaging, Biochemistry and Physiology of Plants, Bielefeld University, 33501 Bielefeld, Germany.
Plants (Basel). 2022 Jan 27;11(3):350. doi: 10.3390/plants11030350.
More than 95,000 protein-protein interactions of have been published and deposited in databases. This dataset was supplemented by approximately 900 additional interactions, which were identified in the literature from the years 2002-2021. These protein-protein interactions were used as the basis for a Cytoscape network and were supplemented with data on subcellular localization, gene ontologies, biochemical properties and co-expression. The resulting network has been exemplarily applied in unraveling the PPI-network of the plant vacuolar proton-translocating ATPase (V-ATPase), which was selected due to its central importance for the plant cell. In particular, it is involved in cellular pH homeostasis, providing proton motive force necessary for transport processes, trafficking of proteins and, thereby, cell wall synthesis. The data points to regulation taking place on multiple levels: (a) a phosphorylation-dependent regulation by 14-3-3 proteins and by kinases such as WNK8 and NDPK1a, (b) an energy-dependent regulation via HXK1 and the glucose receptor RGS1 and (c) a Ca-dependent regulation by SOS2 and IDQ6. The known importance of V-ATPase for cell wall synthesis is supported by its interactions with several proteins involved in cell wall synthesis. The resulting network was further analyzed for (experimental) biases and was found to be enriched in nuclear, cytosolic and plasma membrane proteins but depleted in extracellular and mitochondrial proteins, in comparison to the entity of protein-coding genes. Among the processes and functions, proteins involved in transcription were highly abundant in the network. Subnetworks were extracted for organelles, processes and protein families. The degree of representation of organelles and processes reveals limitations and advantages in the current knowledge of protein-protein interactions, which have been mainly caused by a high number of database entries being contributed by only a few publications with highly specific motivations and methodologies that favor, for instance, interactions in the cytosol and the nucleus.
已发表并存储在数据库中的蛋白质 - 蛋白质相互作用超过95,000种。该数据集通过另外约900种相互作用得到补充,这些相互作用是从2002年至2021年的文献中识别出来的。这些蛋白质 - 蛋白质相互作用被用作Cytoscape网络的基础,并补充了亚细胞定位、基因本体、生化特性和共表达的数据。所得网络已被示例性地应用于解析植物液泡质子转运ATP酶(V - ATPase)的蛋白质 - 蛋白质相互作用网络,因其对植物细胞具有核心重要性而被选中。特别是,它参与细胞pH稳态,为运输过程、蛋白质运输以及细胞壁合成提供必要的质子动力。数据表明调控发生在多个层面:(a)由14 - 3 - 3蛋白以及诸如WNK8和NDPK1a等激酶进行的磷酸化依赖性调控;(b)通过HXK1和葡萄糖受体RGS1进行的能量依赖性调控;(c)由SOS2和IDQ6进行的钙依赖性调控。V - ATPase与几种参与细胞壁合成的蛋白质之间的相互作用支持了其对细胞壁合成的已知重要性。对所得网络进一步分析其(实验)偏差,发现与蛋白质编码基因实体相比,该网络在核蛋白、胞质蛋白和质膜蛋白中富集,但在细胞外蛋白和线粒体蛋白中减少。在各种过程和功能中,参与转录的蛋白质在网络中高度丰富。针对细胞器、过程和蛋白质家族提取了子网。细胞器和过程的代表性程度揭示了当前蛋白质 - 蛋白质相互作用知识中的局限性和优势,这主要是由于仅有少数具有高度特定动机和方法的出版物贡献了大量数据库条目,这些动机和方法有利于例如胞质溶胶和细胞核中的相互作用。