Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, Ceredigion, United Kingdom.
Center for Quantitative Genetics and Genomics, Aarhus University, Flakkerberg, Slagelse, Denmark.
PLoS One. 2021 Apr 8;16(4):e0249636. doi: 10.1371/journal.pone.0249636. eCollection 2021.
Ryegrasses (Lolium spp.) and fescues (Festuca spp.) are closely related and widely cultivated perennial forage grasses. As such, resilience in the face of abiotic stresses is an important component of their traits. We have compared patterns of differentially expressed genes (DEGs) in roots and leaves of two perennial ryegrass genotypes and a single genotype of each of a festulolium (predominantly Italian ryegrass) and meadow fescue with the onset of water stress, focussing on overall patterns of DEGs and gene ontology terms (GOs) shared by all four genotypes. Plants were established in a growing medium of vermiculite watered with nutrient solution. Leaf and root material were sampled at 35% (saturation) and, as the medium dried, at 15%, 5% and 1% estimated water contents (EWCs) and RNA extracted. Differential gene expression was evaluated comparing the EWC sampling points from RNAseq data using a combination of analysis methods. For all genotypes, the greatest numbers of DEGs were identified in the 35/1 and 5/1 comparisons in both leaves and roots. In total, 566 leaf and 643 root DEGs were common to all 4 genotypes, though a third of these leaf DEGs were not regulated in the same up/down direction in all 4 genotypes. For roots, the equivalent figure was 1% of the DEGs. GO terms shared by all four genotypes were often enriched by both up- and down-regulated DEGs in the leaf, whereas generally, only by either up- or down-regulated DEGs in the root. Overall, up-regulated leaf DEGs tended to be more genotype-specific than down-regulated leaf DEGs or root DEGs and were also associated with fewer GOs. On average, only 5-15% of the DEGs enriching common GO terms were shared by all 4 genotypes, suggesting considerable variation in DEGs between related genotypes in enacting similar biological processes.
黑麦草(Lolium spp.)和羊茅(Festuca spp.)是密切相关的广泛栽培的多年生饲料草。因此,对非生物胁迫的恢复力是它们特性的一个重要组成部分。我们比较了两种多年生黑麦草基因型以及 Festulolium(主要是意大利黑麦草)和草地羊茅单一基因型的根和叶中差异表达基因(DEGs)的模式,这些基因型在水分胁迫开始时,主要关注所有四种基因型共有的 DEGs 和基因本体论术语(GOs)的总体模式。植物在蛭石生长介质中用营养液浇水进行种植。在 35%(饱和度)和随着介质变干,在 15%、5%和 1%的估计水分含量(EWC)时采集叶片和根材料,并提取 RNA。使用组合分析方法从 RNAseq 数据比较 EWC 采样点评估差异基因表达。对于所有基因型,在叶片和根部中,在 35/1 和 5/1 比较中鉴定到的 DEGs 数量最多。总共,566 个叶片和 643 个根 DEGs 是所有 4 个基因型共有的,尽管其中三分之一的叶片 DEGs 在所有 4 个基因型中没有以相同的上调/下调方向调控。对于根部,这个数字是 DEGs 的 1%。所有 4 个基因型共有的 GO 术语通常在叶片中被上调和下调的 DEGs 富集,而在根部中,通常只被上调或下调的 DEGs 富集。总体而言,上调的叶片 DEGs 比下调的叶片 DEGs 或根 DEGs 更具基因型特异性,并且与较少的 GO 相关联。平均而言,只有 5-15% 的富集共同 GO 术语的 DEGs 被所有 4 个基因型共享,这表明在执行相似的生物学过程中,相关基因型之间的 DEGs 存在很大差异。