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Genes, pathways and transcription factors involved in seedling stage chilling stress tolerance in indica rice through RNA-Seq analysis

机译:RNA-Seq分析与in稻苗期耐冷性相关的基因,途径和转录因子

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Rice plants show yellowing, stunting, withering, reduced tillering and utimately low productivity in susceptible varieties under low temperature stress. Comparative transcriptome analysis was performed to identify novel transcripts, gain new insights into different gene expression and pathways involved in cold tolerance in rice. Comparative transcriptome analyses of 5 treatments based on chilling stress exposure revealed more down regulated genes in susceptible and higher up regulated genes in tolerant genotypes. A total of 13930 and 10599 differentially expressed genes (DEGs) were detected in cold susceptible variety (CSV) and cold tolerant variety (CTV), respectively. A continuous increase in DEGs at 6, 12, 24 and 48?h exposure of cold stress was detected in both the genotypes. Gene ontology (GO) analysis revealed 18 CSV and 28 CTV term significantly involved in molecular function, cellular component and biological process. GO classification showed a significant role of transcription regulation, oxygen, lipid binding, catalytic and hydrolase activity for tolerance response. Absence of photosynthesis related genes, storage products like starch and synthesis of other classes of molecules like fatty acids and terpenes during the stress were noticed in susceptible genotype. However, biological regulations, generation of precursor metabolites, signal transduction, photosynthesis, regulation of cellular process, energy and carbohydrate metabolism were seen in tolerant genotype during the stress. KEGG pathway annotation revealed more number of genes regulating different pathways resulting in more tolerant. During early response phase, 24 and 11 DEGs were enriched in CTV and CSV, respectively in energy metabolism pathways. Among the 1583 DEG transcription factors (TF) genes, 69 WRKY, 46 bZIP, 41 NAC, 40 ERF, 31/14 MYB/MYB-related, 22 bHLH, 17 Nin-like 7 HSF and 4C3H were involved during early response phase. Late response phase showed 30 bHLH, 65 NAC, 30 ERF, 26/20 MYB/MYB-related, 11 C3H, 12 HSF, 86 Nin-like, 41 AP2/ERF, 55 bZIP and 98 WRKY members TF genes. The recovery phase included 18 bHLH, 50 NAC, 31 ERF, 24/13 MYB/MYB-related, 4 C3H, 4 HSF, 14 Nin-like, 31 bZIP and 114 WRKY TF genes. Transcriptome analysis of contrasting genotypes for cold tolerance detected the genes, pathways and transcription factors involved in the stress tolerance.
机译:水稻在低温胁迫下表现出泛黄,发育迟缓,枯萎,分till减少和极低的生产力。进行了比较转录组分析,以鉴定新的转录本,获得对水稻不同基因表达和水稻耐寒性相关途径的新见解。根据冷应激暴露对5种处理方法进行的转录组比较分析显示,易感基因型中的下调基因更多,而耐受基因型中的上调基因更高。在感冒易感品种(CSV)和耐寒品种(CTV)中分别检测到总共13930和10599个差异表达基因(DEG)。在两种基因型中,在暴露于冷应激的6、12、24和48?h时,DEG持续增加。基因本体论(GO)分析显示18个CSV和28个CTV术语显着参与了分子功能,细胞成分和生物学过程。 GO分类显示了转录调节,氧,脂质结合,催化和水解酶活性对耐受反应的重要作用。在易感基因型中发现了光合作用相关基因的缺乏,淀粉等储藏产物以及应激期间脂肪酸和萜烯等其他分子的合成。然而,在胁迫过程中,耐性基因型中发现了生物学调节,前体代谢产物的产生,信号转导,光合作用,细胞过程调节,能量和碳水化合物代谢。 KEGG途径注释揭示了更多的基因调控着不同的途径,从而产生了更大的耐受性。在早期反应阶段,能量代谢途径中的CTV和CSV分别富含24和11个DEG。在1583个DEG转录因子(TF)基因中,在早期应答阶段涉及69个WRKY,46个bZIP,41个NAC,40个ERF,31/14 MYB / MYB相关,22个bHLH,17个Nin样7 HSF和4C3H。晚期反应期显示30 bHLH,65 NAC,30 ERF,26/20 MYB / MYB相关,11 C3H,12 HSF,86 Nin-like,41 AP2 / ERF,55 bZIP和98 WRKY成员TF基因。恢复期包括18 bHLH,50 NAC,31 ERF,24/13 MYB / MYB相关,4 C3H,4 HSF,14 Nin-like,31 bZIP和114 WRKY TF基因。对耐寒性的对比基因型的转录组分析检测到了抗逆性相关的基因,途径和转录因子。

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