De Vega Jose J, Peel Ned, Purdy Sarah J, Hawkins Sarah, Donnison Lain, Dyer Sarah, Farrar Kerrie
Earlham Institute, Norwich, NR4 7UZ, UK.
Institute of Biological, Environmental & Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, SY23 3EE, UK.
Biotechnol Biofuels. 2021 Apr 19;14(1):98. doi: 10.1186/s13068-021-01948-4.
Miscanthus is a commercial lignocellulosic biomass crop owing to its high biomass productivity and low chemical input requirements. Within an interspecific Miscanthus cross, progeny with high biomass yield were shown to have low concentrations of starch and sucrose but high concentrations of fructose. We performed a transcriptional RNA-seq analysis between selected Miscanthus hybrids with contrasting values for these phenotypes to clarify how these phenotypes are genetically controlled.
We observed that genes directly involved in the synthesis and degradation of starch and sucrose were down-regulated in high-yielding Miscanthus hybrids. At the same time, glycolysis and export of triose phosphates were up-regulated in high-yielding Miscanthus hybrids. These differentially expressed genes and biological functions were regulated by a well-connected network of less than 25 co-regulated transcription factors.
Our results evidence a direct relationship between high expression of essential enzymatic genes in the starch and sucrose pathways and co-expression with their transcriptional regulators, with high starch concentrations and lower biomass production. The strong interconnectivity between gene expression and regulators, chemotype and agronomic traits opens the door to use the expression of well-characterised genes associated with carbohydrate metabolism, particularly in the starch and sucrose pathway, for the early selection of high biomass-yielding genotypes from large Miscanthus populations.
芒草因其高生物量生产力和低化学投入需求,是一种商业化的木质纤维素生物质作物。在芒草种间杂交中,高生物量产量的后代显示出低浓度的淀粉和蔗糖,但果糖浓度较高。我们对具有这些表型对比值的选定芒草杂交种进行了转录RNA测序分析,以阐明这些表型是如何受到遗传控制的。
我们观察到,在高产芒草杂交种中,直接参与淀粉和蔗糖合成与降解的基因被下调。同时,高产芒草杂交种中糖酵解和磷酸丙糖的输出被上调。这些差异表达的基因和生物学功能由一个少于25个共同调控转录因子的紧密连接网络调控。
我们的结果证明了淀粉和蔗糖途径中必需酶基因的高表达与其转录调节因子的共表达之间存在直接关系,淀粉浓度高与生物量产量低相关。基因表达与调节因子、化学类型和农艺性状之间的强相互联系,为利用与碳水化合物代谢相关的特征明确的基因表达,特别是淀粉和蔗糖途径中的基因表达,从大量芒草群体中早期筛选高生物量产量基因型打开了大门。