Department of Plant Sciences, The Weizmann Institute of Science, Rehovot 76100, Israel.
Plant J. 2012 Jun;70(6):954-66. doi: 10.1111/j.1365-313X.2012.04926.x. Epub 2012 Apr 4.
Plants need to continuously adjust their transcriptome in response to various stresses that lead to inhibition of photosynthesis and the deprivation of cellular energy. This adjustment is triggered in part by a coordinated re-programming of the energy-associated transcriptome to slow down photosynthesis and activate other energy-promoting gene networks. Therefore, understanding the stress-related transcriptional networks of genes belonging to energy-associated pathways is of major importance for engineering stress tolerance. In a bioinformatics approach developed by our group, termed 'gene coordination', we previously divided genes encoding for enzymes and transcription factors in Arabidopsis thaliana into three clusters, displaying altered coordinated transcriptional behaviors in response to multiple biotic and abiotic stresses (Plant Cell, 23, 2011, 1264). Enrichment analysis indicated further that genes controlling energy-associated metabolism operate as a compound network in response to stress. In the present paper, we describe in detail the network association of genes belonging to six central energy-associated pathways in each of these three clusters described in our previous paper. Our results expose extensive stress-associated intra- and inter-pathway interactions between genes from these pathways, indicating that genes encoding proteins involved in energy-associated metabolism are expressed in a highly coordinated manner. We also provide examples showing that this approach can be further utilized to elucidate candidate genes for stress tolerance and functions of isozymes.
植物需要不断调整其转录组以应对各种导致光合作用抑制和细胞能量丧失的胁迫。这种调整部分是通过能量相关转录组的协调重新编程来触发的,以减缓光合作用并激活其他促进能量的基因网络。因此,了解属于能量相关途径的基因的应激相关转录网络对于工程抗应激性至关重要。在我们小组开发的一种被称为“基因协调”的生物信息学方法中,我们之前根据基因编码的酶和转录因子将拟南芥中的基因分为三个簇,这些基因簇在响应多种生物和非生物胁迫时表现出改变的协调转录行为(《植物细胞》,23,2011,1264)。富集分析进一步表明,控制与能量相关的代谢的基因作为一个复合网络在受到胁迫时起作用。在本文中,我们详细描述了我们之前的论文中描述的这三个簇中的六个中心能量相关途径中属于每个途径的基因的网络关联。我们的结果揭示了这些途径中的基因之间广泛的应激相关的内和途径间相互作用,表明参与能量相关代谢的蛋白质编码基因以高度协调的方式表达。我们还提供了一些示例,表明该方法可以进一步用于阐明候选的应激耐受性基因和同工酶的功能。