Han Yi-Chao, Song Jia-Ming, Wang Long, Shu Cheng-Cheng, Guo Jing, Chen Ling-Ling
College of Informatics, Agricultural Bioinformatics Key Laboratory of Hubei Province, Huazhong Agricultural University, Wuhan 430070, P.R. China.
Sci Rep. 2016 Jan 19;6:19486. doi: 10.1038/srep19486.
In this study, we constructed a protein-protein interaction (PPI) network of B. licheniformis strain WX-02 with interolog method and domain-based method, which contained 15,864 edges and 2,448 nodes. Although computationally predicted networks have relatively low coverage and high false-positive rate, our prediction was confirmed from three perspectives: local structural features, functional similarities and transcriptional correlations. Further analysis of the COG heat map showed that protein interactions in B. licheniformis WX-02 mainly occurred in the same functional categories. By incorporating the transcriptome data, we found that the topological properties of the PPI network were robust under normal and high salt conditions. In addition, 267 different protein complexes were identified and 117 poorly characterized proteins were annotated with certain functions based on the PPI network. Furthermore, the sub-network showed that a hub protein CcpA jointed directly or indirectly many proteins related to γ-PGA synthesis and regulation, such as PgsB, GltA, GltB, ProB, ProJ, YcgM and two signal transduction systems ComP-ComA and DegS-DegU. Thus, CcpA might play an important role in the regulation of γ-PGA synthesis. This study therefore will facilitate the understanding of the complex cellular behaviors and mechanisms of γ-PGA synthesis in B. licheniformis WX-02.
在本研究中,我们使用种间同源方法和基于结构域的方法构建了地衣芽孢杆菌WX-02菌株的蛋白质-蛋白质相互作用(PPI)网络,该网络包含15,864条边和2,448个节点。尽管通过计算预测的网络覆盖度相对较低且假阳性率较高,但我们的预测从三个角度得到了证实:局部结构特征、功能相似性和转录相关性。对COG热图的进一步分析表明,地衣芽孢杆菌WX-02中的蛋白质相互作用主要发生在相同的功能类别中。通过整合转录组数据,我们发现PPI网络的拓扑性质在正常和高盐条件下都很稳健。此外,基于PPI网络鉴定出267种不同的蛋白质复合物,并为117个功能表征较差的蛋白质赋予了特定功能。此外,子网络显示,一个枢纽蛋白CcpA直接或间接连接了许多与γ-聚谷氨酸合成和调控相关的蛋白质,如PgsB、GltA、GltB、ProB、ProJ、YcgM以及两个信号转导系统ComP-ComA和DegS-DegU。因此,CcpA可能在γ-聚谷氨酸合成的调控中发挥重要作用。因此,本研究将有助于理解地衣芽孢杆菌WX-02中γ-聚谷氨酸合成的复杂细胞行为和机制。