School of Environmental Science and Engineering, Guangzhou University, Guangzhou, 510006, China.
School of Biological Sciences, Monash University, Clayton, VIC 3800, Australia.
J Exp Bot. 2023 Aug 3;74(14):4259-4276. doi: 10.1093/jxb/erad150.
Genetic changes together with epigenetic modifications such as DNA methylation have been demonstrated to regulate many biological processes and thereby govern the response of organisms to environmental changes. However, how DNA methylation might act cooperatively with gene transcription and thereby mediate the long-term adaptive responses of marine microalgae to global change is virtually unknown. Here we performed a transcriptomic analysis, and a whole-genome bisulfite sequencing, along with phenotypic analysis of a model marine diatom Phaeodactylum tricornutum adapted for 2 years to high CO2 and/or warming conditions. Our results show that the methylated islands (peaks of methylation) mCHH were positively correlated with expression of genes in the subregion of the gene body when the populations were grown under high CO2 or its combination with warming for ~2 years. We further identified the differentially expressed genes (DEGs), and hence the metabolic pathways in which they function, at the transcriptomics level in differentially methylated regions (DMRs). Although DEGs in DMRs contributed only 18-24% of the total DEGs, we found that those DEGs acted cooperatively with DNA methylation and then regulated key processes such as central carbon metabolism, amino acid metabolism, ribosome biogenesis, terpenoid backbone biosynthesis, and degradation of misfolded proteins. Taken together, by integrating transcriptomic, epigenetic, and phenotypic analysis, our study provides evidence for DNA methylation acting cooperatively with gene transcription to contribute to the adaptation of microalgae to global changes.
遗传变化以及表观遗传修饰(如 DNA 甲基化)已被证明可以调节许多生物过程,从而控制生物体对环境变化的反应。然而,DNA 甲基化如何与基因转录协同作用,从而介导海洋微藻对全球变化的长期适应反应,实际上还不得而知。在这里,我们对经过两年高 CO2 和/或变暖条件驯化的模式海洋硅藻三角褐指藻进行了转录组分析、全基因组亚硫酸氢盐测序以及表型分析。我们的结果表明,在高 CO2 或其与变暖联合培养约 2 年后,当种群生长时,甲基化岛(甲基化峰)mCHH 与基因体亚区基因的表达呈正相关。我们进一步在差异甲基化区域(DMRs)中鉴定了差异表达基因(DEGs),从而鉴定了它们在功能上作用的代谢途径。尽管 DMRs 中的 DEGs 仅占总 DEGs 的 18-24%,但我们发现这些 DEGs 与 DNA 甲基化协同作用,从而调节了关键过程,如中心碳代谢、氨基酸代谢、核糖体生物发生、萜类骨干生物合成和错误折叠蛋白的降解。综上所述,通过整合转录组、表观遗传和表型分析,我们的研究为 DNA 甲基化与基因转录协同作用促进微藻适应全球变化提供了证据。