Molecular Genetics and Epigenomics Laboratory, Delaware State University, Dover, DE, 19901, USA.
Center for Molecular Biology, Alabama A&M University, Normal, AL, 35762, USA.
BMC Genomics. 2024 Feb 29;25(1):223. doi: 10.1186/s12864-024-10068-w.
Switchgrass (Panicum virgatum L.) is a warm-season perennial (C4) grass identified as an important biofuel crop in the United States. It is well adapted to the marginal environment where heat and moisture stresses predominantly affect crop growth. However, the underlying molecular mechanisms associated with heat and drought stress tolerance still need to be fully understood in switchgrass. The methylation of H3K4 is often associated with transcriptional activation of genes, including stress-responsive. Therefore, this study aimed to analyze genome-wide histone H3K4-tri-methylation in switchgrass under heat, drought, and combined stress.
In total, ~ 1.3 million H3K4me3 peaks were identified in this study using SICER. Among them, 7,342; 6,510; and 8,536 peaks responded under drought (DT), drought and heat (DTHT), and heat (HT) stresses, respectively. Most DT and DTHT peaks spanned 0 to + 2000 bases from the transcription start site [TSS]. By comparing differentially marked peaks with RNA-Seq data, we identified peaks associated with genes: 155 DT-responsive peaks with 118 DT-responsive genes, 121 DTHT-responsive peaks with 110 DTHT-responsive genes, and 175 HT-responsive peaks with 136 HT-responsive genes. We have identified various transcription factors involved in DT, DTHT, and HT stresses. Gene Ontology analysis using the AgriGO revealed that most genes belonged to biological processes. Most annotated peaks belonged to metabolite interconversion, RNA metabolism, transporter, protein modifying, defense/immunity, membrane traffic protein, transmembrane signal receptor, and transcriptional regulator protein families. Further, we identified significant peaks associated with TFs, hormones, signaling, fatty acid and carbohydrate metabolism, and secondary metabolites. qRT-PCR analysis revealed the relative expressions of six abiotic stress-responsive genes (transketolase, chromatin remodeling factor-CDH3, fatty-acid desaturase A, transmembrane protein 14C, beta-amylase 1, and integrase-type DNA binding protein genes) that were significantly (P < 0.05) marked during drought, heat, and combined stresses by comparing stress-induced against un-stressed and input controls.
Our study provides a comprehensive and reproducible epigenomic analysis of drought, heat, and combined stress responses in switchgrass. Significant enrichment of H3K4me3 peaks downstream of the TSS of protein-coding genes was observed. In addition, the cost-effective experimental design, modified ChIP-Seq approach, and analyses presented here can serve as a prototype for other non-model plant species for conducting stress studies.
柳枝稷(Panicum virgatum L.)是一种温暖季节多年生(C4)草,在美国被认为是一种重要的生物燃料作物。它很好地适应了热量和水分胁迫主要影响作物生长的边缘环境。然而,柳枝稷对热和干旱胁迫的耐受相关的分子机制仍需要充分理解。H3K4 的甲基化通常与基因的转录激活有关,包括应激响应基因。因此,本研究旨在分析柳枝稷在热、干旱和复合胁迫下全基因组组蛋白 H3K4-三甲基化。
本研究共使用 SICER 鉴定了约 130 万个 H3K4me3 峰。其中,分别有 7342、6510 和 8536 个峰响应于干旱(DT)、干旱和热(DTHT)和热(HT)胁迫。大多数 DT 和 DTHT 峰从转录起始位点(TSS)跨越 0 到+2000 个碱基。通过将差异标记峰与 RNA-Seq 数据进行比较,我们鉴定出与基因相关的峰:155 个 DT 响应峰,其中 118 个 DT 响应基因;121 个 DTHT 响应峰,其中 110 个 DTHT 响应基因;和 175 个 HT 响应峰,其中 136 个 HT 响应基因。我们已经鉴定出参与 DT、DTHT 和 HT 胁迫的各种转录因子。使用 AgriGO 进行的基因本体论分析表明,大多数基因属于生物过程。大多数注释峰属于代谢物相互转化、RNA 代谢、转运蛋白、蛋白修饰、防御/免疫、膜运输蛋白、跨膜信号受体和转录调节蛋白家族。此外,我们鉴定出与 TF、激素、信号、脂肪酸和碳水化合物代谢以及次生代谢物相关的显著峰。qRT-PCR 分析显示,在比较胁迫诱导与未胁迫和输入对照时,六个非生物胁迫响应基因(转酮醇酶、染色质重塑因子-CD H3、脂肪酸去饱和酶 A、跨膜蛋白 14C、β-淀粉酶 1 和整合酶型 DNA 结合蛋白基因)的相对表达明显(P<0.05)。
本研究提供了柳枝稷对干旱、热和复合胁迫反应的全面和可重复的表观基因组分析。在蛋白质编码基因的 TSS 下游观察到 H3K4me3 峰的显著富集。此外,本研究中提出的具有成本效益的实验设计、改良的 ChIP-Seq 方法和分析可以作为其他非模式植物进行胁迫研究的原型。