基于转录组整合分析挖掘蒺藜苜蓿非生物胁迫表观遗传调控基因OA
Integrated Transcriptome Analysis Reveals Epigenetic Regulatory Genes under Abiotic Stress in Medicago truncatula
为深入探索蒺藜苜蓿响应非生物胁迫的表观遗传调控机制,本研究整合SRA数据库中蒺藜苜蓿在盐、干旱、低温和高温胁迫下的转录组数据集,利用WGCNA、GSEA和GO富集分析,系统挖掘其响应非生物胁迫(盐、干旱、低温、高温)的表观遗传调控基因及参与的生物学过程.结果表明,通过3种分析方法分别筛选出27、234、8个核心基因参与表观遗传调控.WGCNA表明,蒺藜苜蓿非生物胁迫应答基因分布于多个模块,与表观遗传相关的关键模块中分别有8、5、5个核心基因参与组蛋白乙酰化、甲基化和去乙酰化;GSEA表明,组蛋白甲基化与组蛋白乙酰化过程分别是干旱及低温胁迫处理下的最大调控网络,组蛋白甲基化和组蛋白乙酰化过程同为高温胁迫处理下的最大调控网络,而DNA甲基化或去甲基化过程是盐胁迫处理下的最大调控网络.在4种非生物胁迫(低温、高温、盐及干旱)处理下的差异表达基因中,通过GO富集分析分别筛选出30、76、77、88个基因富集到42、48、52、49个与表观遗传调控有关的生物学过程;综合3种分析方法筛选出的核心基因,确定MtrunA17Chr4g0056011为共有核心基因,可作为豆科牧草抗逆分子育种的候选基因.
To further explore the epigenetic regulatory mechanisms underlying Medicago truncatula's response to abiotic stress,this study integrated transcriptome datasets related to salt,drought,low-temperature,and high-temperature stresses from the SRA database.Using WGCNA(weighted gene co-expression network analysis),GSEA(gene set enrichment analysis),and GO(gene ontology)enrichment analysis,we systematically identified epigenetic regulatory genes and their associated biological processes involved in abiotic stresses responses(salt,drought,low temperature,and high temperature).The results showed that 27,234,and 8 core genes related to epigenetic regulation were screened through the three ana-lytical methods,respectively.WGCNA indicated that abiotic stress-responsive genes in M.truncatula were distributed across multiple modules,with 8,5,and 5 core genes in key epigenetic-related modules participating in histone acetylation,methylation,and deacetylation,respectively.The GSEA results indi-cated that the histone methylation and histone acetylation processes constitute the most prominent regula-tory networks under drought and low-temperature stress treatments,respectively.Both histone methyla-tion and histone acetylation constituted the largest regulatory network under high-temperature stress treat-ment,while DNA methylation or demethylation was the largest regulatory network under salt stress treat-ment.From the differentially expressed genes under the four abiotic stresses(low temperature,high tem-perature,salt,and drought),GO enrichment analysis identified 30,76,77,and 88 genes enriched in 42,48,52,and 49 biological processes related to epigenetic regulation,respectively.By integrating the core genes identified through the three analytical approaches,MtrunA17Chr4g0056011 was determined as a common core gene and proposed as a candidate gene for molecular breeding of stress-resistant leguminous forage crops.
赵媛媛;蒲丹;刘巧玲;杜璐多;张俊超
青海大学畜牧兽医科学院/省部共建三江源生态与高原农牧业国家重点实验室,青海 西宁 810016西南民族大学草地资源学院/四川若尔盖高寒湿地生态系统国家野外科学观测研究站,四川 成都 610041西南民族大学草地资源学院/四川若尔盖高寒湿地生态系统国家野外科学观测研究站,四川 成都 610041西南民族大学草地资源学院/四川若尔盖高寒湿地生态系统国家野外科学观测研究站,四川 成都 610041西南民族大学草地资源学院/四川若尔盖高寒湿地生态系统国家野外科学观测研究站,四川 成都 610041
农业科技
蒺藜苜蓿转录组非生物胁迫表观遗传WGCNA富集分析
Medicago truncatulaTranscriptomeAbiotic stressEpigeneticWGCNAEnrichment analysis
《中国草地学报》 2026 (2)
28-44,17
省部共建三江源生态与高原农牧业国家重点实验室自主课题(2024-ZZ-16)青海大学青年科研基金项目(2023-QNY-6)青海省"昆仑英才·高端创新创业人才—拔尖人才"国家自然科学基金项目(32201452)
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