Okuda Shujiro, Kawashima Shuichi, Goto Susumu, Kanehisa Minoru
Bioinformatics Center, Institute for Chemical Research, Kyoto University, Gokasho, Uji, Kyoto 611-0011, Japan.
Genome Inform. 2005;16(1):116-24.
We measured conservation of gene co-regulation between two distantly related prokaryotes, B. subtilis and E. coli. The co-regulation between genes was extracted from knowledge of regulation of genes stored in databases. For B. subtilis operons, we obtained the data set from ODB which we have developed and, for the regulons, we used DBTBS. For E. coli data set, we used known regulons derived from RegulonDB. We obtained a reliable data set of co-regulated genes in B. subtilis and E. coli. About 60-80 % of gene pairs conserved co-regulation relationships, so co-regulation between genes are highly conserved even between distantly related species. To measure the functional relationship between these conserved genes, we used KEGG PATHWAY and COG. When two co-regulated genes are in the same biological pathway in KEGG or share the same functional category in COG, we assume that they have the same function. As a result, we also found that many conserved co-regulated gene pairs share the same functions. These observations would help to predict gene co-regulation and protein functions.
我们测量了两种亲缘关系较远的原核生物——枯草芽孢杆菌和大肠杆菌之间基因共调控的保守性。基因之间的共调控是从数据库中存储的基因调控知识中提取的。对于枯草芽孢杆菌操纵子,我们从我们开发的ODB中获得数据集,对于调控子,我们使用DBTBS。对于大肠杆菌数据集,我们使用从RegulonDB获得的已知调控子。我们获得了枯草芽孢杆菌和大肠杆菌中可靠的共调控基因数据集。约60 - 80%的基因对保守共调控关系,因此即使在亲缘关系较远的物种之间,基因之间的共调控也高度保守。为了测量这些保守基因之间的功能关系,我们使用了KEGG PATHWAY和COG。当两个共调控基因在KEGG的同一生物途径中或在COG中共享相同功能类别时,我们假设它们具有相同功能。结果,我们还发现许多保守的共调控基因对具有相同功能。这些观察结果将有助于预测基因共调控和蛋白质功能。