Integrative analysis of transcriptome and metabolism reveals functional roles of redox homeostasis in low light and salt combined stress in Leymus chinensis
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ABSTRACT: Soil salinity (Salt) is one of the major limiting factors of Leymus chinensis (named sheepgrass) performance and alters their primary metabolic process and gene expression. Salt stress could accelerate inhibitive effects concomitant with low light (LL-Salt). However, little is known about physiological and molecular mechanisms under such LL-Salt in sheepgrass. This study aims to uncover the key reprogrammed metabolic pathways induced by LL-Salt through an integrated analysis of transcriptome and metabolism. Plant seedlings were exposed to six combinations of light intensity (moderate light, ML, and LL) and NaCl concentrations (0, 50, and 200mM) for 20 days. Results suggest that the growth of sheepgrass seedlings was dramatically inhibited with severe lodging phenotype, especially when exposed to LL-Salt combined conditions. Activities of an antioxidant enzyme, catalase, were significantly increased in LL but significantly decreased in salt stress, leading to a reverse pattern for H2O2 in LL and salt stress. Transcriptome analysis reveals 4921 downregulated differentially expressed genes (DEGs) with carbon metabolism pathways were significantly enriched compared to light response without salt (ML_0 vs LL_0). There are 194 overlapped downregulated DEGs induced by two salt treatments (ML_50 vs ML_0 and ML_200 vs ML_0), where the carbon metabolism pathway was also significantly enriched. In terms of interactive effects of LL-Salt treatments, we found that there are 16 overlapped DEGs, including a phytochrome-interacting transcription factor 4 (PIF4) with upregulation in LL treatment while downregulation in salt treatment, which was validated by qPCR.Collectively, we found that serval antioxidant redox pathways, including photorespiration, GSG/GSSH redox, and ABA signaling, participated in response to LL and salt combined events and highlighted the roles of cellular redox homeostasis in LL-Salt response in sheepgrass.
Project description:RNA Seq was extracted from cucumber leaves after 7 days of bacteria inoculated in shoot and salt stress treatment. There were four treatment in this study, : ‘CK’ stands for seedlings under 0 mM NaCl without BC56 inoculation; ‘BC56’ refers to seedlings under 0 mM NaCl with BC56 inoculation; ‘Salt’ means seedlings under 100 mM NaCl without BC56 inoculation; ‘BC56+Salt’ indicates seedlings under 100 mM NaCl with BC56 inoculation.GO was used to assign putative functions to all identified DEGs into three principal categories, namely cellular component, molecular function, and biological process. An analysis of the GO terms suggested that ‘nucleus’, ‘plasma membrane’, and ‘integral component of membrane’ were the most dominant terms in the cellular component. While ‘biological process’, ‘regulation of transcription, DNA -templated’ and ‘transcription, DNA-templated’ were the most abundant terms in the biological process. In addition ‘molecular function’, ‘protein binding’ and ‘DNA-binding transcription factor activity’ were the major terms in the molecular function category. KEGG pathway analysis of DEGs in different comparison group suggested that in the BC56 vs CK comparison group DEGs were mainly enriched in four pathways which are ‘photosynthesis - antenna proteins’, ‘phenylpropanoid biosynthesis’, ‘metabolic pathways’ and ‘MAPK signaling pathway – plant’. In the BC56 vs CK comparison group DEGs were mainly enriched in seven pathways which are ‘phenylpropanoid biosynthesis’, ‘plant hormone signal transduction’, ‘biosynthesis of secondary metabolites’, ‘flavonoid biosynthesis’, ‘metabolic pathways’, ‘carotenoid biosynthesis’ and ‘stilbenoid, diarylheptanoid and gingerol biosynthesis’. In addition, compared with BC56+Salt vs CK, ‘ABC transporters’, ‘nitrogen metabolism’ and ‘phenylalanine metabolism’ is only significantly enriched in Salt vs CK.
Project description:Ice plant (Mesembryanthemum crystallinum L.) is a halophyte and an inducible CAM plant. Ice plant seedlings exhibit moderate salt tolerance, with root growth unaffected by 200 mM NaCl treatments, while hypocotyl elongation is hindered in salt-stressed etiolated seedlings. Superoxide anion accumulation was prominent in cotyledons and primary leaves but decreased in root tissues over time but was not significantly affected by salt treatment. Hydrogen peroxide (H2O2) levels surged initially in both control and salt-treated seedlings, with higher and more persistent H2O2 levels in salt-treated seedlings, indicating salt-induced ROS accumulation, especially in etiolated seedlings. An RNA-seq analysis of etiolated seedlings revealed 6,326 unigenes (about 8%) showing more than a four-fold change in expression after a 6-h 200 mM NaCl treatment. The top GO terms for 4-fold upregulated DEGs in the Molecular Function category included “cation binding,” “metal ion binding,” “oxidoreductase activity,” “monooxygenase activity,” and “antioxidant activity.” The top GO terms for 4-fold down-regulated DEGs in the Biological Process category included “metabolic process”, “cellular metabolic process”, and “biosynthetic process”. Upregulated genes were primarily linked to ion transport and stress responses and downregulated genes to growth processes like ribosomal protein synthesis and cell wall formation. This indicates that salt stress hinders growth but enhances ion homeostasis and stress response mechanisms. For class III peroxidase family genes, 14 out of 53 identified transcripts met the criteria for differentially expressed genes. Quantitative RT-PCR confirmed that the expression of McPrx4.1, McPrx12.1, and McPrx12.3 increased, while the expression of McPrx60.3 decreased. We suggest distinct roles for individual class III peroxidase members in the trade-offs between plant growth and stress response. Unveiling these responses will advance our understanding of the growth–stress balance in the intrinsic salt tolerance in halophytes.
Project description:We exposed plants to methyl viologen (MV), a redox cycling herbicide in the light, and perform biochemical and Affymetrix ATH1 GeneChip experiments under conditions in which photosynthesis was active and the antioxidant response well conserved. Samples of total RNA were obtained from a pool of 25 Arabidopsis specimens from two independent biological replicates from the aerial parts of 2h MV-treated and non-treated control seedlings.
Project description:Purpose: The goal of this study are to reveal the internal mechanism of Bacillus cereus G2 increased Glycyrrhiza uralensis Fisch. seedlings salt-tolerance by RNA-Seq. Methods: mRNA profiles of Glycyrrhiza uralensis Fisch. Seedling in four treatment: control treatment, G2 treatment, salt treatment, salt and G2 treatment. Results: We mapped about 3 million sequence reads per sample to the G. uralensis transcriptome. A total of 35,831 genes in all samples of G. uralensis were identified and quantified by transcriptions, among which 3608 DEGs were identified. There are 1589, 623, 469 and 927 DEGs in S vs CK, CK+B vs CK, S+B vs S and S+B vs CK+B comparisons, respectively. Validation of expression levels for 12 randomly selected DEG candidates was carried out by quantitative real-time PCR (qRT-PCR). The results showed high congruence between RNA-Seq and qRT-PCR results (coefficient of determination R2 =0.9088) indicating the reliability of RNA-Seq quantification of gene expression. Conclusions: Our study help to better understand the underlying molecular mechanisms of G2 improve the salt tolerance of G. uralensis.
Project description:Purpose: To further identify the genes and pathways involved in the necrotic phenotype of NtCBL5A-OE lines, the leaf transcriptome profiling of WT and OE-2 lines grown under control conditions and salt stress (100 mM NaCl) at 4 DAT were sequenced and compared. Methods: Two datasets of differentially expressed genes (DEGs) were made in which we identified the genes that were differentially expressed as a result of the overexpression of NtCBL5A: Control-WT vs Control-OE2 (C-WT/C-OE2), Salt-WT vs Salt-OE2 (S-WT/S-OE2). Another two datasets were also used to identify the transcripts that were responsive to the salt treatments: Control-WT vs Salt-WT (C-WT/S-WT) and Control-OE2 vs Salt-OE2 (C-OE2/S-OE2). DEGs from C-WT/C-OE2 and S-WT/S-OE2 were compared to select the transcripts affected by NtCBL5A overexpression only under salt stress. We also compared DEGs from C-WT/S-WT and C-OE2/S-OE2 to identify the specific transcripts affected by salt stress and only in NtCBL5A-OE lines. This procedure was done for two independent experiments, and only DEGs that were identified in both experiments were considered. Results: The OE-affected DEGs and salt-affected DEGs together resulted in 2079 up-regulated DEGs and 1154 down-regulated DEGs, strongly affected by the combination of NtCBL5A overexpression and salt stress.
Project description:The effect of light during the development of freezing tolerance was studied in winter wheat (Triticum aestivum L. var. Mv Emese) and spring wheat variety Nadro. Ten-day-old plants were cold hardened at 5°C for 12 days either under normal (250 mmol m-2 s-1) or low light (20 mmol m-2 s-1) conditions. Samples of Emese (E) and Nadro (N) plants grown at 18°C under normal (NL) and low (LL) light fluences were compared to each other in a simple loop design and E-NL vs. E-LL; N-NL vs. N-LL; E-NL vs. NLL and E-LL vs. N-LL comparisons were made.
Project description:To identify the respective roles of light and ROS in the photoinhibition process and detect a possible light-driven tolerance to oxidative stress, we compared the transcriptomic responses of Synechococcus sp. WH7803 acclimated to low (LL) or high light (HL) to oxidative stress, induced by hydrogen peroxide (H202) or methylviologen (MV). Cultures were acclimated during many generations to continuous low light (LL, 18 ?mol photons m-2 s-1, hereafter LL cells) and high light (HL, 250 ?mol photons m-2 s-1, hereafter HL cells) provided by Sylvania Daylight 58W/154 fluorescent bulbs. For all stress experiments performed in this study, exponentially growing cultures (1 to 3 x 107 cells mL-1), were split into subcultures and submitted to oxidative stress by addition of H2O2 or MV and harvested when PSII quantum yield fell to half of the initial value. For H2O2 experiments, this level of PSII photoinactivation was reached 2 h after submitting LL and HL cultures to 750 M and 25 M respectively. Because of the large divergence in dose and kinetics responses to MV between LL- and HL cells, it was not possible to find MV concentrations leading to 50 % decrease of quantum yield at the same time for both light acclimations. Thus, array analyses for MV were performed on HL and LL cultures incubated at the same MV concentration (50 M) but harvested once PSII quantum yield was halved, i.e. after 1 and 3.5 h of stress respectively. All hybridizations were performed on 4 independent biological replicates and using as reference sample a pool of RNA from all samples investigated in this study. Pairwise comparison were performed to analyze the stress induced by either H2O2 or MV on both LL- and HL cultures (i.e. LL-Ct vs. LL+MV, LL-Ct vs. LL+H2O2, HL-Ct vs. HL+MV, HL-Ct vs. HL+H2O2) as well as to compare the steady state acclimation to different light conditions (i.e. LL-Ct vs. HL-Ct).
Project description:In this study, we have used the comparative transcriptomic and proteomic approaches to decipher the changes in genes and protein abundances in cigar tobacco leaves under LL. In this study, DEGs and DEPs related to glycolysis, starch and sucrose metabolism, tyrosine metabolism, photosynthesis-antenna proteins, and photosynthesis pathways are significantly enriched. This study offers novel insights into both transcriptome and proteome levels response mechanisms under different light intensities.
Project description:Soil salinity is one of the primary causes of yield decline in rice. Pokkali (Pok) is a highly salt-tolerant landrace whereas IR29, is salt-sensitive but a widely cultivated cultivar. Comparative analysis of these genotypes may offer better understandings of the salinity tolerance mechanism. The published reports largely underscored the importance of transcriptional regulation during salt stress in these genotypes, while, the regulation at translational level is also critically important. Therefore, simultaneous comparison of transcriptional and translational changes between IR29 and Pok could unravel molecular insights into gene regulatory mechanisms that differ between these contrasting genotypes. Using RNA-Seq, we analyzed transcriptome and translatome from the control and salt-exposed Pok and IR29 seedlings. Clear differences were evident both at transcriptional and translational levels between the two genotypes even under control condition. In response to salt stress, 57 DEGs were commonly upregulated both at transcriptional and translational levels in the two genotypes; the number of up/down regulated DEGs in IR29 was comparable at transcriptional and translational levels; whereas in Pok, the number of upregulated DEGs at translational level (544 DEGs) was considerably higher than that at transcriptional level (219 DEGs); contrastingly, the number of downregulated DEGs (58) at translational level was significantly smaller than that at transcriptional level (397 DEGs). We speculate that Pok is more capable of stabilizing mRNA as well as can efficiently load mRNAs on to polysomes for translation under salt stress. Functional analysis showed that Pok is more efficient in maintaining cell wall integrity, detoxifying reactive oxygen species (ROS), translocating molecules and maintaining photosynthesis under salt stress. The present study not only confirmed the known salt stress associated genes, but also identified a number of putative new salt-responsive genes. This study also showed the importance of translational regulation in salt stress and other stresses responsive mechanism.
Project description:Soil salinity is one of the primary causes of yield decline in rice. Pokkali (Pok) is a highly salt-tolerant landrace whereas IR29, is salt-sensitive but a widely cultivated cultivar. Comparative analysis of these genotypes may offer better understandings of the salinity tolerance mechanism. The published reports largely underscored the importance of transcriptional regulation during salt stress in these genotypes, while, the regulation at translational level is also critically important. Therefore, simultaneous comparison of transcriptional and translational changes between IR29 and Pok could unravel molecular insights into gene regulatory mechanisms that differ between these contrasting genotypes. Using RNA-Seq, we analyzed transcriptome and translatome from the control and salt-exposed Pok and IR29 seedlings. Clear differences were evident both at transcriptional and translational levels between the two genotypes even under control condition. In response to salt stress, 57 DEGs were commonly upregulated both at transcriptional and translational levels in the two genotypes; the number of up/down regulated DEGs in IR29 was comparable at transcriptional and translational levels; whereas in Pok, the number of upregulated DEGs at translational level (544 DEGs) was considerably higher than that at transcriptional level (219 DEGs); contrastingly, the number of downregulated DEGs (58) at translational level was significantly smaller than that at transcriptional level (397 DEGs). We speculate that Pok is more capable of stabilizing mRNA as well as can efficiently load mRNAs on to polysomes for translation under salt stress. Functional analysis showed that Pok is more efficient in maintaining cell wall integrity, detoxifying reactive oxygen species (ROS), translocating molecules and maintaining photosynthesis under salt stress. The present study not only confirmed the known salt stress associated genes, but also identified a number of putative new salt-responsive genes. This study also showed the importance of translational regulation in salt stress and other stresses responsive mechanism.