Haiminen Niina, Klaas Manfred, Zhou Zeyu, Utro Filippo, Cormican Paul, Didion Thomas, Jensen Christian, Mason Christopher E, Barth Susanne, Parida Laxmi
BMC Genomics. 2014;15 Suppl 6(Suppl 6):S18. doi: 10.1186/1471-2164-15-S6-S18. Epub 2014 Oct 17.
Reed canary grass (Phalaris arundinacea) is an economically important forage and bioenergy grass of the temperate regions of the world. Despite its economic importance, it is lacking in public genomic data. We explore comparative exomics of the grass cultivars in the context of response to salt exposure. The limited data set poses challenges to the computational pipeline.
As a prerequisite for the comparative study, we generate the Phalaris reference transcriptome sequence, one of the first steps in addressing the issue of paucity of processed genomic data in this species. In addition, the differential expression (DE) and active-but-stable genes for salt stress conditions were analyzed by a novel method that was experimentally verified on human RNA-seq data. For the comparative exomics, we focus on the DE and stable genic regions, with respect to salt stress, of the genome.
In our comparative study, we find that phylogeny of the DE and stable genic regions of the Phalaris cultivars are distinct. At the same time we find the phylogeny of the entire expressed reference transcriptome matches the phylogeny of only the stable genes. Thus the behavior of the different cultivars is distinguished by the salt stress response. This is also reflected in the genomic distinctions in the DE genic regions. These observations have important implications in the choice of cultivars, and their breeding, for bio-energy fuels. Further, we identified genes that are representative of DE under salt stress and could provide vital clues in our understanding of the stress handling mechanisms in general.
芦苇状金丝雀草(Phalaris arundinacea)是世界温带地区一种具有重要经济价值的饲料和生物能源草。尽管其具有经济重要性,但缺乏公开的基因组数据。我们在盐胁迫响应的背景下探索该草品种的比较转录组学。有限的数据集给计算流程带来了挑战。
作为比较研究的前提条件,我们生成了芦苇状金丝雀草的参考转录组序列,这是解决该物种加工基因组数据匮乏问题的首要步骤之一。此外,通过一种在人类RNA测序数据上经过实验验证的新方法,分析了盐胁迫条件下的差异表达(DE)基因和活性但稳定的基因。对于比较转录组学,我们关注基因组中与盐胁迫相关的DE基因区域和稳定基因区域。
在我们的比较研究中,我们发现芦苇状金丝雀草品种的DE基因区域和稳定基因区域的系统发育是不同的。同时,我们发现整个表达的参考转录组的系统发育仅与稳定基因的系统发育相匹配。因此,不同品种的行为通过盐胁迫响应得以区分。这也反映在DE基因区域的基因组差异上。这些观察结果对生物能源燃料品种的选择及其育种具有重要意义。此外,我们鉴定出了在盐胁迫下代表DE的基因,这些基因可以为我们总体上理解胁迫处理机制提供重要线索。