Phenotypic Changes Reveal the Response of M. ruthenica to Drought Stress
After exposure to two droughts periods, plant height and leaf number in the D2 group were significantly lower than those in the CK group (Fig. 2a, b). During drought stress, CK plant height increased by 5.56%, while D2 plant height increased by 15.64% (Fig. 2a), while numbers of leaves in these two groups increased by 17.32% and 25.04%, respectively (Fig. 2b). Further, belowground biomass and root to shoot ratio were significantly higher in the D2 group than those of CK plants, with increases of 27.19% and 78.46%, respectively (p < 0.05) (Fig. 2f, g). In addition, internode length (Fig. 2c), stem diameter (Fig. 2d), leaf area (Fig. 2e), total biomass, and aboveground biomass (Fig. 2f) were all decreased on drought exposure and did not differ significantly between the two groups. After the final drought stress, CK group leaves exhibited early wilting and yellowing, while those in the D2 group grew normally, and plant roots in group D2 were significantly larger than those in the CK group (Fig. 2h).
Changes in Physiological Traits of M. ruthenica in Response to Drought Stress
Drought stress led to increases in the content of soluble sugars, proline, MDA, and ABA in M. ruthenica leaves (Fig. 3). Soluble sugar, proline, and MDA content were higher in the D2 group before the last drought stress (DB) than those in the CK group. In the D2 group, after the final drought stress (DA), soluble sugar content was 1.58 times (Fig. 3a) (P < 0.001), MDA content was 1.43 times (Fig. 3b) (P < 0.001), proline content was 1.07 times (Fig. 3c) (P < 0.05), and ABA content was 1.25 times (Fig. 3d) (P < 0.001) those of CK group plants.
Changes in DEGs of M. ruthenica Under Drought Stress
We next analyzed transcriptome data from the CK and D2 groups before the last drought (CK-DB and D2-DB, respectively). Before the last drought stress, a total of 1495 DEGs were detected between the CK and D2, including 969 upregulated and 526 downregulated genes (Fig. 4). GO enrichment analysis, indicated that the 1495 DEGs were enriched in cell metabolism and environmental information processing, among other pathways. In addition, KEGG analysis showed that DEGs were enriched in processes including the MAPK signaling pathway, plant hormone signal transduction, and secondary metabolite synthesis.
Methylation Landscape of M. ruthenica Under Drought Stress
We first analyzed the DNA methylation patterns in the genome of M. ruthenica using CK group plants. Methylcytosine was most commonly detected at CHH sites (45.79%), with fewer occurrences in CG and CHG contexts (25.12% and 29.10%, respectively) (Fig. 5a). CHH methylation levels ranged from 10–90%, while those at CG and CHG sites were mainly > 70% (Fig. 5b). Overall, the degree of methylation in gene body regions and at CG sites was highest (Fig. 5c). In CG contexts, methylation levels in intron and genomic regions were much higher than those in other regions. Methylation levels in upstream, downstream, and intron regions were highest in CHG contexts, and methylation levels in CHH contexts in various regions were similar to those in CHG contexts (Fig. 5d).
We found that drought stress led to decreased methylation levels across the entire M. ruthenica genome (Fig. 5e). A total of 819289 upregulated and 911822 downregulated methylation sites, as well as 1723 upregulated methylation regions and 108699 downregulated methylation regions, were detected, and these changes mainly occurred in CHH contexts (Fig. 5f, g).
Relationship between Methylation Levels and Gene Expression under Drought Stress
Focusing on the D2 group, which contained most expressed genes with difference in methylation levels, we analyzed the relationships between DNA methylation and gene expression in different contexts. DNA methylation was negatively correlated with gene expression in most contexts, except for methylation of CHH in promoter regions (Fig. 6a,c). Analysis of correlation between DMRs and DEGs showed that more hypomethylated genes had up-regulated transcription levels. Among overlapping DMRs and DEGs, 61 genes were hypermethylated with down-regulated expression levels and 692 were hypomethylated with up-regulated expression levels in CK-DB vs D2-DB; however, 195 up-regulated and 305 down-regulated genes were hypermethylated and hypomethylated, respectively (Fig. 6b).
We next conducted enrichment analysis of genes with associated DMRs and DEGs. Among the top 20 KEGG pathways, CHH context was modified in 190 enriched genes, CG context in 98 enriched genes, and CHG context in 34 enriched genes (Fig. 7). CG context methylations were mainly enriched in metabolic pathways, protein proteolysis, and starch sucrose metabolism. Notably, carotenoid synthesis and proline metabolism pathways were also enriched in CG context methylations (Fig. 7a). CHG context methylations were in genes enriched in pathways including flavonoid and flavonoid biosynthesis, MAPK signaling pathway, phenylpropanoid biosynthesis, ribosome biogenesis in eukaryotes, and cysteine and methionine metabolism (Fig. 7b). CHH context methylations were in genes enriched in metabolic pathways, plant hormone signal transduction, glutathione metabolism, and cutin suberin and wax biosynthesis (Fig. 7c).
We next focused on the proline and ABA biosynthetic pathways, ultimately focusing on two genes: ABA2, encoding the enzyme, zeaxanthin epoxidase, which is involved in carotenoid synthesis, and P5CS, encoding an enzyme involved in proline synthesis, Δ1-pyrroline-5-carboxylate synthase. Visualization of the methylation levels at these two genes illustrated hypomethylation of the gene and promoter regions in the D2 group before the drought, but not in the CK group. We also observed the relative expression levels of these two genes before and after the final drought. In the D2 group, the expression levels before drought were higher than those in the CK group, and rose significantly after drought (P < 0.001) (Fig. 8). Many other important genes were also identified, including PRP4 and SAMDC, which are involved in arginine and proline metabolism; CYP707A2, At2g30020, and MPK3, involved in ABA biosynthesis; ERD15, involved in dehydration stress response; and DRTH2, involved in DNA methylation; indicating that these genes have important roles in regulating plant drought stress memory (Fig. 9).