Exploring the Dynamic Adaptive Responses of Epimedium pubescens to Phosphorus Deficiency Through Combined Transcriptome and miRNA Analysis [RNA-Seq]
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ABSTRACT:
ORGANISM(S): Epimedium pubescens
PROVIDER: GSE259442 | GEO | 2024/03/30
REPOSITORIES: GEO
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Project description:In the early stages (30 days) of phosphorus deficiency stress, Epimedium pubescens leaves cope with short-term phosphorus deficiency by increasing the expression of related genes such as carbon metabolism, flavonoid synthesis and hormone signal transduction pathways, producing sufficient energy, scavenging ROS, and adjusting plant morphology. However, with the extension of stress duration to 90 days, the expression of genes related to phosphorus cycling and phosphorus recovery (PHT1-4, PHO1 homolog3, PAP) was upregulated, and transcriptional changes and post-transcriptional regulation (miRNA regulation and protein modification) were enhanced to resist long-term phosphorus deficiency stress. In addition, bHLH, MYB, NAC, WRKY and other families also play an important role in regulating gene expression and coping with phosphorus deficiency stress, especially MYB60 negatively regulates flavonoid synthesis pathway, which is significantly down-regulated in leaves treated with phosphorus deficiency for 30 days, thereby promoting the accumulation of flavonoid compounds in leaves.
2024-03-30 | GSE259444 | GEO
Project description:Background: The UK horticultural and agricultural industries routinely apply large amounts of inorganic fertiliser to maintain crop yield and quality, since chemical assays of soil nutrients are unreliable. Excessive fertiliser applications are costly and can lead to unnecessary pollution. A possible solution is to use sensor (GM or non-GM) technologies that exploit the changes in plant gene expression under incipient nutrient deficiency. Aim: The aim of this project is to use mutants with reduced leaf phosphate contents to identify genes upregulated in response to phosphate stress. Preliminary gene expression analysis has identified several phosphate responsive genes to be upregulated in the pho1 mutant. However, further replicates of the experiment are required to confirm these changes. Methods: Arabidopsis mutant pho1 (N8507) and its parent ecotype Columbia 2 (N907) will be grown on MS agar under identical conditions. RNA will be extracted from the rosette leaves of both parent and mutant and the same growth stage. By comparing the expression profiles, we will be able to differentiate between genes that are upregulated in leaves experiencing phosphate stress. Previously, two GeneChips have been used (mutant and parent) to provide preliminary data. A further two biological replicates are now required to confirm these results. Promoters and transcripts of these genes will underpin the development of novel sensor technologies, and knowledge of the gene expression profiles will improve our understanding of the physiology of plant mineral nutrition.
2022-11-21 | E-NASC-60 | biostudies-arrayexpress
Project description:Nitrogen is a crucial nutrient element for plant growth and productivity, with both excess and deficiency in nitrogen fertilizer application posing adverse effects on plants and the environment. The internal mechanisms by which the medicinal plant Epimedium pubescens (E. pubescens) adapts to varying nitrogen levels remain unclear. This study employed one-year-old E. pubescens as the experimental material to systematically analyze the changes in plant growth traits, carbon metabolites, and Icariin-Flavonoids content under different exogenous nitrogen levels. Furthermore, it examined the transcriptional changes in gene expression within E. pubescens in response to varying nitrogen levels. The results showed that under moderate nitrogen levels (7.5 mmol/L NO3-), E. pubescens exhibited increased biomass accumulation and flavonoid synthesis. However, deficient or excessive nitrogen levels (0, 22.5 mmol/L NO3-) significantly inhibited photosynthesis in E. pubescens, reducing the content of starch, soluble sugars, and Icariin-Flavonoids, leading to decreased biomass and accompanied by changes in leaf color (pale green or browning). Transcriptome analysis revealed the underlying molecular mechanisms of these changes in plants regulated by different nitrogen levels. Nitrogen deficiency and excess triggered distinct transcriptional response patterns, with the number of differentially expressed genes (DEGs) peaking at S2 (36 days) under nitrogen deficiency and significantly declining at S3 (48 days), while the number of DEGs under excess nitrogen continuously increased over time from S1 to S3 (12-48 days). Both conditions significantly affected the expression of genes related to carbon and nitrogen metabolism, flavonoid synthesis, and stress response. Based on the correlation analysis of expression levels of genes related to these pathways, growth traits, and metabolite content indicators, we constructed regulatory network diagrams for carbon-nitrogen metabolism and Icariin-flavonoid metabolism-related genes. Furthermore, we identified hub genes that may be involved in regulating Icariin-flavonoid metabolism in response to nitrogen levels, such as UGT (Ebr06G044290), EpF3H (Ebr04G062950), EpCHS5 (Ebr03G073940) (Fig. 9A), UGT (Ebr06G044660), and EpUGT13_A (Ebr06G044210). Additionally, among the DEGs obtained at the S3 stage, we discovered the transcription factors MYB1_CROXC (Ebr04G001770) and MYB12_ARATH (Ebr01G065030). We constructed their associated gene networks under different nitrogen levels, which may primarily regulate the expression of genes like UGT, CHS, and F3H involved in the flavonoid synthesis stage of E. pubescens under varying nitrogen conditions. In summary, this study has revealed the growth performance and the variation patterns of Icariin-Flavonoid metabolism in E. pubescens in response to different exogenous nitrogen levels, as well as their complex underlying mechanisms. Additionally, key genes involved in regulating the synthesis of flavonol glycosides in E. pubescens by nitrogen levels have been identified. This provides an important basis for a deeper understanding of the mechanisms of nitrogen regulation on the growth and secondary metabolism of medicinal plants. Furthermore, it offers theoretical support and potential genetic resources for the efficient utilization of nitrogen fertilizers in E. pubescens cultivation and the breeding of high-nitrogen-use-efficiency varieties.
2024-08-02 | GSE273547 | GEO
Project description:Abiotic stress causes disturbances in the cellular homeostasis. Re-adjustment of balance in carbon, nitrogen and phosphorus metabolism therefore plays a central role in stress adaptation. However, it is currently unknown which parts of the primary cell metabolism follow common patterns under different stress conditions and which represent specific responses. To address these questions, changes in transcriptome, metabolome and ionome were analyzed in maize source leaves from plants suffering low temperature, low nitrogen (N) and low phosphorus (P) stress. The selection of maize as study object provided data directly from an important crop species and the so far underexplored C4 metabolism. Growth retardation was comparable under all tested stress conditions. The only primary metabolic pathway responding similar to all stresses was nitrate assimilation, which was down-regulated. The largest group of commonly regulated transcripts followed the expression pattern: down under low temperature and low N, but up under low P. Several members of this transcript cluster could be connected to P metabolism and correlated negatively to different phosphate concentration in the leaf tissue. Accumulation of starch under low temperature and low N stress, but decrease in starch levels under low under low P conditions indicated that only low P treated leaves suffered carbon starvation. In conclusion, maize employs very different strategies for management of nitrogen and phosphorus metabolism under stress. While nitrate assimilation was regulated depending on demand by growth processes, phosphate concentrations changed depending on availability, thus building up reserves under excess conditions. Carbon and energy metabolism of the C4 maize leaves were particularly sensitive to P starvation. Responses of maize source leaves to low temperature, low nitrogen and low phosphorus conditions were tested in independent single-stress experiments. Seedlings were cultivated in pots containing nutrient-poor peat soil under the controlled conditions of a growth chamber. The plants were fertilized with modified Hoagland solutions, containing 15mM KNO3 and 0.5mM KH2PO4 for control conditions; for low N and low P treatment, the nutrient concentrations were reduced to 0.15mM KNO3 and 0.1mM KH2PO4, respectively. Low temperature treated plants were always supplied with control nutrient solution. Plants from the nitrogen and phosphorus experiment as well as the control temperature plants were exposed to 28°C during the day and 20°C during the night. Low temperature treatment was limited to the night period and was reduced to 4°C for the 10h dark period. Source leaf lamina were harvested at day 20 (low temperature experiment) or day 30 after start of germination (low nitrogen and low phosphorus experiment) for parallel analysis of transcriptome, metabolome and ion profiles. The molecular data is further supplemented by phenotypic characterization of the maize seedlings under investigation.
2013-05-15 | E-GEOD-46704 | biostudies-arrayexpress
Project description:Macronutrients are pivotal elements for proper plant growth and development. We performed microarray analysis of rice leaves under nitrogen (N), phosphorus (P), and potassium (K) deficiency conditions in paddy field to obtain a global view of gene regulations associated with plant response to essential nutrients.
2019-10-06 | GSE73766 | GEO
Project description:Phosphorus is one of the most important macronutrients that is required for plant growth and development. However, stress under low-P conditions has become a limiting factor that affects crop yields and qualities. Plants have developed strategies to cope with this, while few genes associated with low-P tolerance have been identified in soybean. We used microarrays to detail the global programme of gene expression under different phosphorus treatments of two soybean accessions CD and YH with different phosphorus efficiency. The roots and leaves of a low-P-tolerant accession and a low-P-sensitive accession were harvested after 10 days of hydroponics under different P treatments, each with three biological replicates.Then microarray chips were performed on the 24 samples. We sought to identify genes associated with low-P stress. To that end, we analyzed the differently expressed genes between different P treatments, different accessions and different tissues.
2016-03-08 | E-GEOD-78242 | biostudies-arrayexpress
Project description:Phosphorus, in its orthophosphate form (Pi), is one of the most limiting macronutrients in soils for plant growth and development. However, the whole genome molecular mechanisms contributing to plant acclimation to Pi deficiency remain largely unknown. White lupin (Lupinus albus L.) has evolved unique adaptations for growth in Pi deficient soils including the development of cluster roots to increase root surface area. In this study, we utilized RNA-Seq technology to assess global gene expression in white lupin cluster roots, normal roots, and leaves in response to Pi supply. We de novo assembled 277,224,180 Illumina reads from 12 cDNA libraries to build the first white lupin gene index (LAGI 1.0). This index contains 125,821 unique sequences with an average length of 1,155 bp. Of these sequences 50,734 were transcriptionally active (RPKM = 3) representing approximately 7.8% of the Lupinus albus genome, using the predicted genome size of Lupinus angustifolius as a reference. We identified a total of 2,128 sequences differentially expressed in response to Pi deficiency with a = 2-fold change and a p-value = 0.05. Twelve sequences were consistently differentially expressed due to Pi deficiency stress in three species, making them ideal candidates to monitor the Pi status of plants. Additionally, classic physiological experiments were coupled with RNA-Seq data to examine the role of cytokinin and gibberellic acid in Pi deficiency-induced cluster root development. This global gene expression analysis provides new insights into the biochemical and molecular mechanisms involved in the acclimation to Pi deficiency. Examination of 2 different tissue types (roots and leaves) under phosphorus (P) -sufficient or P-deficient condition with 3 biological replications per condition in white lupin (Lupinus albus).
2012-11-29 | E-GEOD-31132 | biostudies-arrayexpress
Project description:Pecan phosphorus deficiency stress raw reads
| PRJNA967165 | ENA
Project description:Background: The UK horticultural and agricultural industries routinely apply large amounts of inorganic fertiliser to maintain crop yield and quality, since chemical assays of soil nutrients are unreliable. Excessive fertiliser applications are costly and can lead to unnecessary pollution. A possible solution is to use sensor (GM or non-GM) technologies that exploit the changes in plant gene expression under incipient nutrient deficiency. Aim: The aim of this project is to use mutants with reduced leaf phosphate contents to identify genes upregulated in response to phosphate stress. Preliminary gene expression analysis has identified several phosphate responsive genes to be upregulated in the pho1 mutant. However, further replicates of the experiment are required to confirm these changes. Methods: Arabidopsis mutant pho1 (N8507) and its parent ecotype Columbia 2 (N907) will be grown on MS agar under identical conditions. RNA will be extracted from the rosette leaves of both parent and mutant and the same growth stage. By comparing the expression profiles, we will be able to differentiate between genes that are upregulated in leaves experiencing phosphate stress. Previously, two GeneChips have been used (mutant and parent) to provide preliminary data. A further two biological replicates are now required to confirm these results. Promoters and transcripts of these genes will underpin the development of novel sensor technologies, and knowledge of the gene expression profiles will improve our understanding of the physiology of plant mineral nutrition. Experimenter name = John Hammond; Experimenter phone = 01789 470382; Experimenter fax = 01789 470552; Experimenter address = Plant Sciences Division; Experimenter address = School of Biosciences; Experimenter address = University of Nottingham; Experimenter address = Sutton Bonington Campus; Experimenter address = Loughborough; Experimenter zip/postal_code = LE12 5RD; Experimenter country = UK Experiment Overall Design: 6 samples were used in this experiment
2008-06-13 | E-GEOD-5611 | biostudies-arrayexpress
Project description:RNA-seq analysis was performed on different developmental stages of cluster roots (pre-emergent, juvenile and mature) from Lupinus albus grown for 20 days under phosphorus-deficiency
2014-07-01 | E-MTAB-2253 | biostudies-arrayexpress