School of Agriculture, Yunnan University, 650091, Kunming, China.
Horticultural Research Institute, Yunnan Academy of Agricultural Sciences, 650205, Kunming, China.
BMC Plant Biol. 2022 Dec 28;22(1):613. doi: 10.1186/s12870-022-04006-9.
Fragaria nilgerrensis, which is a diploid wild strawberry with excellent drought-resistance, would provide useful candidate genes for improving drought resistance of cultivated strawberry. So far, its molecular regulatory networks involved in drought stress are unclear. We therefore investigated the drought response regulatory networks of F. nilgerrensis based on the integrated analysis of DNA methylation, transcriptome and physiological traits during four time points under drought stress. RESULTS: The most differentially expressed genes and the physiological changes were found at 8 days (T8) compared with 0 day (T0, control). Methylome analysis revealed slight dynamic changes in genome-wide mC levels under drought conditions, while the most hypomethylated and hypermethylated regions were identified at T4 and T8. Association analysis of the methylome and transcriptome revealed that unexpressed genes exhibited expected hypermethylation levels in mCHG and mCHH contexts, and highly expressed genes exhibited corresponding hypomethylation levels in the gene body, but mCG contexts showed the opposite trend. Then, 835 differentially methylated and expressed genes were identified and grouped into four clustering patterns to characterize their functions. The genes with either negative or positive correlation between methylation and gene expression were mainly associated with kinases, Reactive Oxygen Species (ROS) synthesis, scavenging, and the abscisic acid (ABA) signal pathway. Consistently, weighted gene co-expression network analysis (WGCNA) revealed Hub genes including NCED, CYP707A2, PP2Cs and others that play important roles in the ABA signaling pathway.
F. nilgerrensis drought is dominated by ABA-dependent pathways, possibly accompanied by ABA-independent crosstalk. DNA methylation may affect gene expression, but their correlation was more subtle and multiple types of association exist. Maintaining the balance between ROS regeneration and scavenging is an important factor in drought resistance in F. nilgerrensis. These results deepen our understanding of drought resistance and its application in breeding in strawberry plants.
弗吉尼亚草莓是一种具有优异抗旱性的二倍体野生草莓,可为提高栽培草莓的抗旱性提供有用的候选基因。迄今为止,其参与干旱胁迫的分子调控网络尚不清楚。因此,我们基于干旱胁迫下四个时间点的 DNA 甲基化、转录组和生理特性的综合分析,研究了弗吉尼亚草莓的干旱响应调控网络。
与对照(T0)相比,在干旱胁迫下,T8 时差异表达基因和生理变化最为显著。全基因组 mC 水平在干旱条件下呈现轻微的动态变化,而 T4 和 T8 时鉴定出的去甲基化和超甲基化区域最多。甲基组和转录组的关联分析表明,无表达基因在 mCHG 和 mCHH 背景下表现出预期的高甲基化水平,高表达基因在基因体中表现出相应的低甲基化水平,但 mCG 背景下表现出相反的趋势。然后,鉴定出 835 个差异甲基化和表达基因,并将其分为四个聚类模式来表征其功能。甲基化和基因表达之间呈负相关或正相关的基因主要与激酶、活性氧(ROS)合成、清除以及脱落酸(ABA)信号通路有关。一致地,加权基因共表达网络分析(WGCNA)揭示了包括 NCED、CYP707A2、PP2Cs 等在内的枢纽基因,它们在 ABA 信号通路中发挥重要作用。
弗吉尼亚草莓干旱主要由 ABA 依赖途径主导,可能伴随着 ABA 非依赖的串扰。DNA 甲基化可能影响基因表达,但它们的相关性更为微妙,存在多种类型的关联。维持 ROS 再生和清除之间的平衡是弗吉尼亚草莓抗旱性的一个重要因素。这些结果加深了我们对草莓植物抗旱性及其在育种中的应用的理解。