Kurata Hiroyuki, Matoba Nana, Shimizu Natsumi
Department of Biochemical Science and Engineering, Kyushu Institute of Technology, Iizuka, 820-8502, Fukuoka, Japan.
Nucleic Acids Res. 2003 Jul 15;31(14):4071-84. doi: 10.1093/nar/gkg461.
The further understanding of the mechanisms of gene regulatory networks requires comprehensive tools for both the representation of complicated signal transduction pathways and the in silico identification of genomic signals that govern the regulation of gene expression. Consequently, sophisticated notation must be developed to represent the signal transduction pathways in a form that can be readily processed by both computers and humans. We propose the regulator-reaction equations combined with detailed attributes including the associated cellular component, molecular function, and biological process and present the simulation-directed graphical notation that is derived from modification of Kohn's method. We have developed the software suite, CADLIVE (Computer-Aided Design of LIVing systEms), which features a graphical user interface (GUI) to edit large-scale maps of complicated signal transduction pathways using a conventional XML-based representation. The regulator-reaction equations represent not only mechanistic reactions, but also semantic models containing ambiguous and incomplete processes. In order to demonstrate the feasibility of CADLIVE, we constructed a detailed map of the budding yeast cell cycle, which consists of 184 molecules and 152 reactions, in a really compact space. CADLIVE enables one to look at the whole view of a large-scale map, to integrate postgenomic data into the map, and to computationally simulate the signal transduction pathways, which greatly facilitates exploring novel or unexpected interactions.
对基因调控网络机制的进一步理解需要全面的工具,用于表示复杂的信号转导途径以及在计算机上识别调控基因表达的基因组信号。因此,必须开发复杂的符号表示法,以便以计算机和人类都能轻松处理的形式来表示信号转导途径。我们提出了结合详细属性(包括相关细胞成分、分子功能和生物学过程)的调节因子-反应方程,并展示了从修改科恩方法衍生而来的面向模拟的图形符号表示法。我们开发了软件套件CADLIVE(生命系统的计算机辅助设计),其具有图形用户界面(GUI),可使用基于XML的传统表示法来编辑复杂信号转导途径的大规模图谱。调节因子-反应方程不仅表示机制反应,还表示包含模糊和不完整过程的语义模型。为了证明CADLIVE的可行性,我们在一个非常紧凑的空间中构建了芽殖酵母细胞周期的详细图谱,该图谱由184个分子和具有152个反应组成。CADLIVE使人们能够查看大规模图谱的全貌,将后基因组数据整合到图谱中,并对信号转导途径进行计算模拟,这极大地促进了对新的或意想不到的相互作用的探索。