Li Pinghua, Ma Shisong, Bohnert Hans J
Department of Plant Biology, University of Illinois at Urbana-Champaign, 1201 West Gregory Drive, Urbana, IL 61801, USA.
Physiol Plant. 2008 Jul;133(3):544-56. doi: 10.1111/j.1399-3054.2008.01101.x. Epub 2008 Jul 1.
Arabidopsis thaliana databases are available that highlight the behavior of the transcriptome under literally hundreds of experimental manipulations, making attempts possible that integrate this information into gene networks. We present and discuss the functioning of a gene network model generated using deposited microarray experiments. Based on a graphical Gaussian model, the network describes conditional coregulation of genes under a variety of external factors and abiotic, biotic and chemical treatments. In this study, we show an aspect of this network that pertains to functions of genes in families where all members appear to carry out the same biochemical reaction. Chosen in this study were 10 genes in the Arabidopsis genome encoding trehalose-6-phosphate phosphatases (TPPs). Nine of these genes were highlighted by the network. Generally, each TPP formed a network associated with genes that identify different functional categories. Thus, network structures were obtained that identified connections to carbon distribution, drought, cold, pathogen responses, calcium and reactive oxygen species/redox signatures, including transcriptional control genes that separated network graphs seeded with different TPP genes. The structure of the transcript coexpression networks, by associating diverse members of gene families into separate clusters, facilitates hypothesis building and in-depth studies of functions of individual genes in families.
已有拟南芥数据库,这些数据库突出了转录组在 literally 数百种实验操作下的行为,使得将这些信息整合到基因网络中的尝试成为可能。我们展示并讨论了使用已存档的微阵列实验生成的基因网络模型的功能。基于图形高斯模型,该网络描述了在各种外部因素以及非生物、生物和化学处理下基因的条件共调控。在本研究中,我们展示了该网络的一个方面,它涉及基因家族中所有成员似乎都执行相同生化反应的基因功能。本研究选择了拟南芥基因组中编码海藻糖 -6- 磷酸磷酸酶(TPPs)的 10 个基因。其中 9 个基因被该网络突出显示。一般来说,每个 TPP 形成一个与识别不同功能类别的基因相关的网络。因此,获得了网络结构,这些结构识别出与碳分配、干旱、寒冷、病原体反应、钙和活性氧 / 氧化还原特征的联系,包括将以不同 TPP 基因作为种子的网络图分开的转录控制基因。转录共表达网络的结构通过将基因家族的不同成员关联到单独的簇中,促进了假设构建以及对家族中单个基因功能的深入研究。