XING Linlin, GUO Maozu, LIU Xiaoyan, et al. A tissue-specific protein interaction network construction method for rice[J]. 2018, 50(11): 1-9.
DOI:
XING Linlin, GUO Maozu, LIU Xiaoyan, et al. A tissue-specific protein interaction network construction method for rice[J]. 2018, 50(11): 1-9.DOI: 10.11918/j.issn.0367-6234.201803117.
A tissue-specific protein interaction network construction method for rice
构建并分析了水稻首个组织特异的蛋白质相互作用网络(PTSN4R:Predicted Tissue-Specific Network for Rice).PTSN4R包含了水稻23个组织的组织特异基因及对应的组织特异蛋白质相互作用子网
为分析组织特异的基因表达和蛋白质相互作用提供了便利条件.PTSN4R有助于理解水稻的生长调控机制
为水稻增产提供线索.同时
提出的方法能够方便的应用到其他物种
促进组织特异的蛋白质相互作用网络的研究.
Abstract
The expression pattern of genes and protein interactions in specific tissues are important frameworks for studying gene regulation
protein function
and cellular processes.Compared with the research progress of other model organisms in the interactome
the tissue-specific protein interaction research and development in higher plants is very slow
especially in rice.With this motivation
we have proposed a computing framework to predict tissue-specific protein-protein networks for rice.This framework consists of three parts:(a) identification of tissue-specific genes by integrating multiple dataset under a unified criterion; (b) prediction and evaluation of the protein interaction network based on the resource of six model organisms by using the proposed novel Interolog mapping method; (c) tissue-specific subnet construction in each tissue and high reliable interactions filter based on co-expression correlation.To evaluate the effectiveness of our framework
PTSN4R (Predicted Tissue-Specific Networks for Rice) is constructed and analyzed.PTSN4R is the first integrated database for tissue-specific protein interactions of rice
which contains tissue-specific genes and the interaction networks of 23 rice tissues.And
it provides a tissue-specific perspective to conveniently analyze the gene expression and protein interaction.These resources can help researchers understand the intrinsic regulatory mechanisms of rice growth and development and provide clues for rice yield increase.In addition
the proposed framework can extend to other species easily to improve the research of tissue-specific protein interactions.