Leaf adaptive responses to aluminum-toxicity revealed by RNA-Seq in two citrus species with contrasting aluminum tolerance
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PROVIDER: PRJNA428873 | ENA |
REPOSITORIES: ENA
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Project description:Background: Limited data are available on aluminum (Al)-toxicity-induced alterations of gene profiles in woody plants. Seedlings of Al-tolerant Citrus sinensis and Al-intolerant Citrus grandis were fertigated with nutrient solution containing 0 and 1.0 mM AlCl3•6H2O. Thereafter, we investigated the Al-toxicity-induced alterations of transcriptomics in leaves by RNA-Seq. Results: Using RNA-seq, we isolated 1162 (181) up- and 496 (234) downregulated genes from Al-treated C. grandis (C. sinensis) leaves. Clearly, gene expression was less affected by Al-toxicity in C. sinensis leaves than in C. grandis ones. Several Al-toxicity-responsive genes homologous to known Al-tolerance genes: ALUMINUM SENSITIVE 3 (ALS3), multidrug and toxic compound extrusion (MATE), glutathione S-transferase (GST), L-galactose dehydrogenase（L-GalDH) and lipoxygenase (LOX) were identified in citrus leaves. Genes related to signal transduction, and sulfur transport and metabolism might also play a role in the higher Al-tolerance of C. sinensis. Conclusions: This is the first comparative investigation of transcriptomic responses in Al-treated citrus leaves. There were common and unique mechanisms for citrus Al-tolerance. These results provide a platform for further investigating the roles of genes possibly responsible for citrus Al-tolerance.
2018-01-08 | GSE108837 | GEO
Project description:Background: Limited data are available on aluminum (Al)-toxicity-induced alterations of gene profiles in woody plants. Seedlings of Al-tolerant Citrus sinensis and Al-intolerant Citrus grandis were fertigated with nutrient solution containing 0 and 1.0 mM AlCl3â?¢6H2O. Thereafter, we investigated the Al-toxicity-induced alterations of transcriptomics in roots by RNA-Seq. Results: Using RNA-seq, we isolated 1293 (990) up- and 1377 (915) downregulated genes from Al-treated C. grandis (C. sinensis) roots. Clearly, gene expression was less affected by Al-toxicity in C. sinensis roots than in C. grandis ones. Several Al-toxicity-responsive genes homologous to known Al-tolerance genes: Al-activated malate transporter, multidrug and toxic compound extrusion (MATE), IRON REGULATED/ferroportin 1, sensitive to proton rhizotoxicity 1 and monogalactosyldiacylglycerol synthase were identified in citrus roots. However, Al-induced upregulation of all these genes was stronger in C. grandis roots than in C. sinensis ones except for MATEs. Genes related to signal transduction, and sulfur transport and metabolism might also play a role in the higher Al-tolerance of C. sinensis. Conclusions: This is the first comparative investigation of transcriptomic responses in Al-treated citrus roots. There were common and unique mechanisms for citrus Al-tolerance. These results provide a platform for further investigating the roles of genes possibly responsible for citrus Al-tolerance. Examination of mRNA levels in control and Al-treatment roots of C. grandis and C. sinensis with two biological replicates were generated by deep sequencing, using Illumina HiSeq 2000 device.
2016-08-24 | E-GEOD-85958 | biostudies-arrayexpress
Project description:Background: Limited data are available on aluminum (Al)-toxicity-induced alterations of gene profiles in woody plants. Seedlings of Al-tolerant Citrus sinensis and Al-intolerant Citrus grandis were fertigated with nutrient solution containing 0 and 1.0 mM AlCl3•6H2O. Thereafter, we investigated the Al-toxicity-induced alterations of transcriptomics in roots by RNA-Seq. Results: Using RNA-seq, we isolated 1293 (990) up- and 1377 (915) downregulated genes from Al-treated C. grandis (C. sinensis) roots. Clearly, gene expression was less affected by Al-toxicity in C. sinensis roots than in C. grandis ones. Several Al-toxicity-responsive genes homologous to known Al-tolerance genes: Al-activated malate transporter, multidrug and toxic compound extrusion (MATE), IRON REGULATED/ferroportin 1, sensitive to proton rhizotoxicity 1 and monogalactosyldiacylglycerol synthase were identified in citrus roots. However, Al-induced upregulation of all these genes was stronger in C. grandis roots than in C. sinensis ones except for MATEs. Genes related to signal transduction, and sulfur transport and metabolism might also play a role in the higher Al-tolerance of C. sinensis. Conclusions: This is the first comparative investigation of transcriptomic responses in Al-treated citrus roots. There were common and unique mechanisms for citrus Al-tolerance. These results provide a platform for further investigating the roles of genes possibly responsible for citrus Al-tolerance.
2016-08-24 | GSE85958 | GEO
Project description:Root adaptive responses to aluminum-toxicity revealed by RNA-Seq in two citrus species with contrasting aluminum tolerance
| PRJNA339838 | ENA
Project description:After long-term aluminum treatment, thereafter, we investigated leaves protein profiles of two citrus cultivars using isobaric tags for relative and absolute quantification (iTRAQ).
2018-10-24 | PXD002916 | Pride
Project description:Gene expression profiling in soybean under aluminum stress: mechanisms of magnesium amelioration of aluminum toxicity at gene expression level. Micro-molar concentrations of magnesium in culture solution has been shown to ameliorate Al toxicity in soybean and other leguminous species. Different theories have been proposed to explain the chemical mechanisms of how the two ions interact to neutralize the toxic effect of aluminum in the plant root system. To understand the molecular mechanisms of the phenomenon at the gene expression level in soybean, we undertook a comparative transcriptome analysis in Al-tolerant and Al-sensitive genotypes treated with aluminum alone or aluminum plus magnesium using DNA microarrays. The results revealed magnesium enhances Al-tolerance level in the Al-tolerant genotype by down-regulating genes commonly induced in response to Al toxicity. We hypothesized that the magnesium-mediated alleviation of Al toxicity in the Al-tolerant genotype emanates from reduction in energy expenditure of gene expression induced in response to Al stress. Conversely, magnesium appears to ameliorate Al toxicity in the sensitive genotype by dual mechanisms of increasing the expression level of several genes involved in Al-tolerance and decreasing the expression level of most genes. Keywords: Soybean, aluminum toxicity, magnesium, transcriptome Two genotypes: PI 416937 (p) and Young (y); two treatments: Aluminum (Al) or Al+magnesium (Mg); two time points: 12 and 72 hrs; 3 replicates.
2010-10-04 | E-GEOD-18518 | biostudies-arrayexpress
Project description:Gene expression profiling in soybean under aluminum stress: mechanisms of magnesium amelioration of aluminum toxicity at gene expression level. Micro-molar concentrations of magnesium in culture solution has been shown to ameliorate Al toxicity in soybean and other leguminous species. Different theories have been proposed to explain the chemical mechanisms of how the two ions interact to neutralize the toxic effect of aluminum in the plant root system. To understand the molecular mechanisms of the phenomenon at the gene expression level in soybean, we undertook a comparative transcriptome analysis in Al-tolerant and Al-sensitive genotypes treated with aluminum alone or aluminum plus magnesium using DNA microarrays. The results revealed magnesium enhances Al-tolerance level in the Al-tolerant genotype by down-regulating genes commonly induced in response to Al toxicity. We hypothesized that the magnesium-mediated alleviation of Al toxicity in the Al-tolerant genotype emanates from reduction in energy expenditure of gene expression induced in response to Al stress. Conversely, magnesium appears to ameliorate Al toxicity in the sensitive genotype by dual mechanisms of increasing the expression level of several genes involved in Al-tolerance and decreasing the expression level of most genes. Keywords: Soybean, aluminum toxicity, magnesium, transcriptome
2010-10-04 | GSE18518 | GEO
Project description:Aluminum (Al) toxicity is a major factor limiting crop yields on acid soils. In maize, Al tolerance is a complex phenomenon involving multiple genes and physiological mechanisms yet uncharacterized. To begin elucidating the molecular basis of maize Al toxicity and tolerance, we performed a detailed temporal analysis of root gene expression under Al stress using microarrays with an Al-tolerant and an Al-sensitive maize genotype. Seedlings of both genotypes were grown in hydroponics in a full nutrient solution containing 39uM of free Al3+ activity. Root samples were collected at 'time zero', and after 2, 6 and 24 hours of treatment. Keywords: stress treatment, time course
2008-01-29 | GSE10308 | GEO
Project description:After long-term aluminum treatment, thereafter, we investigated Citrus root protein profiles using isobaric tags for relative and absolute quantification (iTRAQ).
2017-10-26 | PXD002301 | Pride
Project description:Aluminum (Al) toxicity is a major factor limiting crop yields on acid soils. In maize, Al tolerance is a complex phenomenon involving multiple genes and physiological mechanisms yet uncharacterized. To begin elucidating the molecular basis of maize Al toxicity and tolerance, we performed a detailed temporal analysis of root gene expression under Al stress using microarrays with an Al-tolerant and an Al-sensitive maize genotype. Seedlings of both genotypes were grown in hydroponics in a full nutrient solution containing 39uM of free Al3+ activity. Root samples were collected at 'time zero', and after 2, 6 and 24 hours of treatment. Time course experiment with 0h, 2h, 6h and 24 hours of Al treatment in two maize genotypes contrasting for Al tolerance. The experimental design used for the microarray study was of two interconnected loops, and utilized a total of 16 slide sets. Samples collected from each genotype at one time point were contrasted with the previous and subsequent time points in a loop (4 time points x 2 genotypes = 8 slide sets). Additionally, the loops were interconnected (with dye swap) so that the two genotypes were contrasted directly at each time point (4 time points x 2 replicates = 8 slide sets). The design was balanced for dye distribution throughout samples and biological replicates. Each sample was labeled twice with Cy3 and twice with Cy5; each biological replicate had four samples labeled with Cy3 and four samples labeled with Cy5. The Sample signal intensity values were log2 transformed and analyzed by two interconnected ANOVA mixed models using PROC MIXED in SAS (Jin et al., 2001; Wolfinger et al., 2001). The normalization ANOVA model yij = µ + Ai + Dj + (A x D)ij + eij was applied to account for experiment-wide sources of variation associated with array (Ai, degrees of freedom (df) = 15, random effect), dye (Dj, df = 1, fixed effect), and their interactions. The residuals (eij) were treated as normalized values and analyzed in the following ANOVA model (gene model), where effects were evaluated for each gene individually: rikl = µ + Ai + Gk + Tl + (G x T)kl + ekl. Gk is the kth genotype (i.e. C100-6 or L53; df = 1) and represents the effect of each genotype on the expression of every gene, Tl represents the lth treatment (i.e. 0, 2, 6 or 24 hours of Al treatment; df = 3), and (G x T)kl the interaction between genotype and treatment (df = 3). Array (Ai) was included as a random effect to control for spot effects (Jin et al., 2001). Least square means were calculated, and estimates of differential expression were calculated as the difference between least-square means for each of the terms in the model. ANOVA results linked below as Supplementary files.
2010-05-26 | E-GEOD-10308 | biostudies-arrayexpress