Gupta Saurabh, Yadav Brijesh S, Raj Utkarsh, Freilich Shiri, Varadwaj Pritish K
Department of Bioinformatics, Indian Institute of Information TechnologyAllahabad, Allahabad, India.
Department of Molecular Biology and Ecology of Plants, Tel Aviv UniversityTel Aviv, Israel.
Front Plant Sci. 2017 Jun 22;8:1025. doi: 10.3389/fpls.2017.01025. eCollection 2017.
Deficiency of necessary macronutrients, i.e., Potassium (K), Magnesium (Mg), Nitrogen (N), Phosphorus (P), and Sulfate (S) in the soil leads to a reduction in plant growth and yield, which is a result of changes in expression level of various genes. This study was performed to identify the differentially expressed genes and its associated metabolic pathways occurred in soil grown wheat root samples excavated from the control and treated fields. To identify the difference in gene expression levels due to deficiency of the said nutrients, a transcriptomic, meta-analysis was performed on array expression profile data. A set of 435 statistically significant probes encoding 398 Nutrient Deficiency Response Genes (NRGs) responding at-least one nutrients deficiency (ND) were identified. Out of them 55 NRGs were found to response to minimum two ND. Singular Enrichment Analysis (SEA) predicts ontological based classifications and functional analysis of NRGs in different cellular/molecular pathways involved in root development and growth. Functional annotation and reaction mechanism of differentially expressed genes, proteins/enzymes in the different metabolic pathway through MapMan analysis were explored. Further the meta-analysis was performed to revels the active involvement each NRGs in distinct tissues and their comparative potential expression analysis in different stress conditions. The study results in exploring the role of major acting candidate genes such as Non-specific serine/threonine protein kinase, Xyloglucan endotransglucosylase/hydrolase, Peroxides, Glycerophosphoryl diester phosphodiesterase, S-adenosylmethionine decarboxylase proenzyme, Dehydrin family proteins, Transcription factors, Membrane Proteins, Metal binding proteins, Photosystem proteins, Transporter and Transferase associated in different metabolic pathways. Finally, the differences of transcriptional responses in the soil-grown root of cv. and grown model plants under nutrients deficiency were summarized.
土壤中必需的大量营养素,即钾(K)、镁(Mg)、氮(N)、磷(P)和硫酸盐(S)的缺乏会导致植物生长和产量下降,这是各种基因表达水平变化的结果。本研究旨在鉴定从对照田和处理田挖掘的土壤种植小麦根样本中差异表达的基因及其相关代谢途径。为了确定由于上述营养素缺乏导致的基因表达水平差异,对阵列表达谱数据进行了转录组元分析。鉴定出一组435个具有统计学意义的探针,它们编码398个对至少一种营养素缺乏(ND)有反应的营养缺乏反应基因(NRG)。其中55个NRG被发现对至少两种ND有反应。奇异富集分析(SEA)预测了参与根发育和生长的不同细胞/分子途径中NRG的基于本体的分类和功能分析。通过MapMan分析探索了不同代谢途径中差异表达基因、蛋白质/酶的功能注释和反应机制。进一步进行元分析以揭示每个NRG在不同组织中的积极参与及其在不同胁迫条件下的比较潜在表达分析。该研究结果探索了主要作用候选基因的作用,如非特异性丝氨酸/苏氨酸蛋白激酶、木葡聚糖内转糖基酶/水解酶、过氧化物、甘油磷酸二酯磷酸二酯酶、S-腺苷甲硫氨酸脱羧酶原酶、脱水素家族蛋白、转录因子、膜蛋白、金属结合蛋白、光系统蛋白、转运蛋白和转移酶在不同代谢途径中的作用。最后,总结了营养缺乏条件下cv.土壤种植根和生长模型植物转录反应的差异。