Integrated transcriptomic analysis identifies coordinated responses to nitrogen and phosphate deficiency in rice
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ABSTRACT:
ORGANISM(S): Oryza sativa Japonica Group
PROVIDER: GSE227072 | GEO | 2024/03/10
REPOSITORIES: GEO
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Project description:Background: Weedy rice (Oryza sativa L.) is a worldwide problem in rice production, being highly tolerant to sub-optimal nutrient levels hence competitive in nutrient acquisition. To understand the function of genes that are potentially involved in the high nutrient acquisition ability of weedy rice, we compared the transcriptomes of strawhull weedy red rice (tolerant to N deficit) with the rice cultivar M-bM-^@M-^XWellsM-bM-^@M-^Y (intolerant to N deficit), by examining profiles in flag leaves at panicle initiation under low and optimum N levels. Strawhull weedy red rice and cultivar M-bM-^@M-^XWellsM-bM-^@M-^Y were grown in nutrient solution with NH4NO3 concentration manipulated to simulate optimum and deficient N conditions. Changes in gene expression in leaf tissues were analyzed at three conditions: N deficiency, and at 24- and 48-h NH4NO3 supplementation after N starvation. Differential gene expression on weedy red rice was evaluated using oligonucleotide arrays representing 44,974 rice gene models. Overall, comparative real-time PCR analysis of 21 candidate genes identified from the microarray data between weedy red rice and cultivar M-bM-^@M-^XWellsM-bM-^@M-^Y supported our hypothesis that key genes involved in N assimilation are expressed differentially at N- deficient conditions between the tolerant and intolerant strains. Results: Eight candidate genes showed significant differences in expression at one of the time points: N and starch metabolism-related [alanine aminotransferase (OsAlaAT) locus ID Os10g25140.1; soluble starch synthase 2-1(OsSSSII1), Os10g30156.1; and soluble starch synthase 2-3(OsSSSII3), Os06g12450.1]; cell structure-related [alpha-L-fucosidase 2 precursor (OsFUCA2), Os06g06250.1]; signal transduction [two-component response regulator-like(OsPRR1), Os02g40510.1 and EF hand family protein (OsPOLC2_JUNOX), Os02g50060.1]; and transcription factors [zinc finger, C2H2 type family protein(OsC2H2Znf), Os11g06840.1 and Myb-like DNA-binding domain (OsMYB), Os01g62660.1]. Genome-wide gene expression analysis of weedy rice showed that nitrite reductase (Os01g25484.1; Os01g25484.2; Os01g25484.3) was most highly induced at N starvation and was most deeply repressed at 24 h of N-stress recovery. A few other genes, namely SANT/MYB (Os01g47370.1), chaperonin (Os02g54060.1; Os02g54060.2), protein phosphatase (Os09g15670.1), polyamine transporter (Os01g61044.1), trehalose-6-phosphate synthase (Os02g54820.2), uracil phosphoribosyltransferase (Os05g38170.1), an MIKCc type-box transcription factor (Os02g52340.1), a cell homeostasis-related uncharacterized protein (Os02g16880.1), a protease inhibitor (Os07g18990.1), dehydrin (Os11g26760.1), and cytochrome P450 (Os11g05380.1) were also strong indicators of starvation and recovery. Conclusions: Weedy rice has N-stress adaptive mechanisms that are probably distinct to the mechanisms in most cultivars. This mechanism potentially contributes to its high vigor and competitive advantage over most rice cultivars under sub-optimal nutrient levels. Expression of key genes involved in nitrate assimilation, trehalose synthesis, and protein modification appeared to be critical for adaptation to N stress in weedy rice. N-stress tolerance of weedy red rice appeared to be due at least in part to the ability to sustain C fixation and starch synthesis during N starvation. Plants were subjected to four treatments: T1 M-bM-^@M-^S Full N; T2 M-bM-^@M-^S NH4NO3starvation until NSI <95%; T3 - 24-h NH4NO3 readdition post-starvation; and T4 M-bM-^@M-^S 48-h NH4NO3 readdition post-starvation. The 24- and 48-h time points for NH4NO3 supplementation were selected to assess both the early and late molecular responses. There were four replications, with three plants per replication per N treatment.
2014-07-16 | E-GEOD-59438 | biostudies-arrayexpress
Project description:Background: Weedy rice (Oryza sativa L.) is a worldwide problem in rice production, being highly tolerant to sub-optimal nutrient levels hence competitive in nutrient acquisition. To understand the function of genes that are potentially involved in the high nutrient acquisition ability of weedy rice, we compared the transcriptomes of strawhull weedy red rice (tolerant to N deficit) with the rice cultivar ‘Wells’ (intolerant to N deficit), by examining profiles in flag leaves at panicle initiation under low and optimum N levels. Strawhull weedy red rice and cultivar ‘Wells’ were grown in nutrient solution with NH4NO3 concentration manipulated to simulate optimum and deficient N conditions. Changes in gene expression in leaf tissues were analyzed at three conditions: N deficiency, and at 24- and 48-h NH4NO3 supplementation after N starvation. Differential gene expression on weedy red rice was evaluated using oligonucleotide arrays representing 44,974 rice gene models. Overall, comparative real-time PCR analysis of 21 candidate genes identified from the microarray data between weedy red rice and cultivar ‘Wells’ supported our hypothesis that key genes involved in N assimilation are expressed differentially at N- deficient conditions between the tolerant and intolerant strains. Results: Eight candidate genes showed significant differences in expression at one of the time points: N and starch metabolism-related [alanine aminotransferase (OsAlaAT) locus ID Os10g25140.1; soluble starch synthase 2-1(OsSSSII1), Os10g30156.1; and soluble starch synthase 2-3(OsSSSII3), Os06g12450.1]; cell structure-related [alpha-L-fucosidase 2 precursor (OsFUCA2), Os06g06250.1]; signal transduction [two-component response regulator-like(OsPRR1), Os02g40510.1 and EF hand family protein (OsPOLC2_JUNOX), Os02g50060.1]; and transcription factors [zinc finger, C2H2 type family protein(OsC2H2Znf), Os11g06840.1 and Myb-like DNA-binding domain (OsMYB), Os01g62660.1]. Genome-wide gene expression analysis of weedy rice showed that nitrite reductase (Os01g25484.1; Os01g25484.2; Os01g25484.3) was most highly induced at N starvation and was most deeply repressed at 24 h of N-stress recovery. A few other genes, namely SANT/MYB (Os01g47370.1), chaperonin (Os02g54060.1; Os02g54060.2), protein phosphatase (Os09g15670.1), polyamine transporter (Os01g61044.1), trehalose-6-phosphate synthase (Os02g54820.2), uracil phosphoribosyltransferase (Os05g38170.1), an MIKCc type-box transcription factor (Os02g52340.1), a cell homeostasis-related uncharacterized protein (Os02g16880.1), a protease inhibitor (Os07g18990.1), dehydrin (Os11g26760.1), and cytochrome P450 (Os11g05380.1) were also strong indicators of starvation and recovery. Conclusions: Weedy rice has N-stress adaptive mechanisms that are probably distinct to the mechanisms in most cultivars. This mechanism potentially contributes to its high vigor and competitive advantage over most rice cultivars under sub-optimal nutrient levels. Expression of key genes involved in nitrate assimilation, trehalose synthesis, and protein modification appeared to be critical for adaptation to N stress in weedy rice. N-stress tolerance of weedy red rice appeared to be due at least in part to the ability to sustain C fixation and starch synthesis during N starvation.
2014-07-16 | GSE59438 | GEO
Project description:Rice has developed several morphological and physiological strategies to adapt to phosphate starvation stress. In order to elucidate the molecular bases of response due to phosphate stress particularly the transcriptional profile of genotypes with variation in tolerance to phosphate starvation, we analyzed the gene expression profiles of 3 japonica rice cultivars and an indica cultivar with different levels of tolerance to phosphate starvation using the RNA-Seq method. We constructed a total of 48 libraries corresponding to root and shoot of the 4 cultivars for control (0 d) and âP treatment (22 d) with three biological replicates for root and shoot samples in each cultivar. Approximately 254 million sequenced tags were mapped onto the reference rice genome sequence (IRGSP1.0) and an average of about 5,000 transcripts in each genotype were found to be responsive to Pi-starvation. Comparative analysis of the responsive transcripts revealed an overall similarity in the transcriptome signatures resulting from phosphate starvation as well as distinct differences that distinguish the degree of tolerance among the 4 cultivars. We elucidated a set of core responsive transcripts commonly expressed in both root and shoot with different levels of expression reflecting variation as well genotype specificity in tolerance to Pi-starvation. De novo assembly of unmapped reads generated a large set of sequence assemblies that represent potential new transcripts that may be involved in tolerance to phosphate deficiency. Characterization of 88 assemblies unaligned in the reference genome revealed several dozen transcripts which correspond to plant ESTs. This study provides an overview of the diversity in response to P-starvation stress that can be used to identify the major genes for improving Pi acquisition and utilization in rice and other cereal crops. Note: Samples in DRA were assigned the same sample accession. This is incorrect as there are different samples, hence âSource Nameâ was replaced with new values. Comment[ENA_SAMPLE] contains the original DRA sample accessions.
2014-05-23 | E-MTAB-4465 | biostudies-arrayexpress
Project description:Background: Over application of phosphate fertilizers in modern agriculture contaminates waterways and disrupts natural ecosystems. Nevertheless, this is a common practice among farmers, especially in developing countries as abundant fertilizers are believed to boost crop yields. The study of plant phosphate metabolism and its underlying genetic pathways is key to discovering methods of efficient fertilizer usage. The work presented here describes the first genome-wide resource on the molecular dynamics underpinning the response and recovery in roots and shoots of Arabidopsis thaliana to phosphate-starvation. Results: Genome-wide profiling revealed minimal overlap between root and shoot transcriptomes suggesting two independent phosphate-starvation regulons. Novel gene expression patterns were detected for over 1000 candidates and were classified as either initial, persistent, or latent responders. Comparative analysis to AtGenExpress identified novel cohorts of genes co-regulated across multiple stimuli. The hormone ABA displayed a dominant role in regulating many phosphate-responsive candidates. Analysis of co-regulation enabled the determination of primary versus redundant members of closely related gene families with respect to phosphate-starvation. Thus, among others, we show that PHO1 acts in shoot, whereas PHO1;H1 is likely the primary regulator in root. Conclusion: Our results uncover a much larger, staged responses to phosphate-starvation than previously described. To our knowledge, this work describes the highest resolution of genome-wide data on plant nutrient stress to date. 2 tissues X 3 treatments X 3 biological replicates
2012-06-17 | E-GEOD-33996 | biostudies-arrayexpress
Project description:Background: Over application of phosphate fertilizers in modern agriculture contaminates waterways and disrupts natural ecosystems. Nevertheless, this is a common practice among farmers, especially in developing countries as abundant fertilizers are believed to boost crop yields. The study of plant phosphate metabolism and its underlying genetic pathways is key to discovering methods of efficient fertilizer usage. The work presented here describes the first genome-wide resource on the molecular dynamics underpinning the response and recovery in roots and shoots of Arabidopsis thaliana to phosphate-starvation. Results: Genome-wide profiling revealed minimal overlap between root and shoot transcriptomes suggesting two independent phosphate-starvation regulons. Novel gene expression patterns were detected for over 1000 candidates and were classified as either initial, persistent, or latent responders. Comparative analysis to AtGenExpress identified novel cohorts of genes co-regulated across multiple stimuli. The hormone ABA displayed a dominant role in regulating many phosphate-responsive candidates. Analysis of co-regulation enabled the determination of primary versus redundant members of closely related gene families with respect to phosphate-starvation. Thus, among others, we show that PHO1 acts in shoot, whereas PHO1;H1 is likely the primary regulator in root. Conclusion: Our results uncover a much larger, staged responses to phosphate-starvation than previously described. To our knowledge, this work describes the highest resolution of genome-wide data on plant nutrient stress to date. 6 Sample types, 3 replicates each
2012-06-17 | E-GEOD-33790 | biostudies-arrayexpress
Project description:Background: Over application of phosphate fertilizers in modern agriculture contaminates waterways and disrupts natural ecosystems. Nevertheless, this is a common practice among farmers, especially in developing countries as abundant fertilizers are believed to boost crop yields. The study of plant phosphate metabolism and its underlying genetic pathways is key to discovering methods of efficient fertilizer usage. The work presented here describes the first genome-wide resource on the molecular dynamics underpinning the response and recovery in roots and shoots of Arabidopsis thaliana to phosphate-starvation. Results: Genome-wide profiling revealed minimal overlap between root and shoot transcriptomes suggesting two independent phosphate-starvation regulons. Novel gene expression patterns were detected for over 1000 candidates and were classified as either initial, persistent, or latent responders. Comparative analysis to AtGenExpress identified novel cohorts of genes co-regulated across multiple stimuli. The hormone ABA displayed a dominant role in regulating many phosphate-responsive candidates. Analysis of co-regulation enabled the determination of primary versus redundant members of closely related gene families with respect to phosphate-starvation. Thus, among others, we show that PHO1 acts in shoot, whereas PHO1;H1 is likely the primary regulator in root. Conclusion: Our results uncover a much larger, staged responses to phosphate-starvation than previously described. To our knowledge, this work describes the highest resolution of genome-wide data on plant nutrient stress to date.
2012-06-18 | GSE33996 | GEO
Project description:Background: Over application of phosphate fertilizers in modern agriculture contaminates waterways and disrupts natural ecosystems. Nevertheless, this is a common practice among farmers, especially in developing countries as abundant fertilizers are believed to boost crop yields. The study of plant phosphate metabolism and its underlying genetic pathways is key to discovering methods of efficient fertilizer usage. The work presented here describes the first genome-wide resource on the molecular dynamics underpinning the response and recovery in roots and shoots of Arabidopsis thaliana to phosphate-starvation. Results: Genome-wide profiling revealed minimal overlap between root and shoot transcriptomes suggesting two independent phosphate-starvation regulons. Novel gene expression patterns were detected for over 1000 candidates and were classified as either initial, persistent, or latent responders. Comparative analysis to AtGenExpress identified novel cohorts of genes co-regulated across multiple stimuli. The hormone ABA displayed a dominant role in regulating many phosphate-responsive candidates. Analysis of co-regulation enabled the determination of primary versus redundant members of closely related gene families with respect to phosphate-starvation. Thus, among others, we show that PHO1 acts in shoot, whereas PHO1;H1 is likely the primary regulator in root. Conclusion: Our results uncover a much larger, staged responses to phosphate-starvation than previously described. To our knowledge, this work describes the highest resolution of genome-wide data on plant nutrient stress to date.
2012-06-18 | GSE33790 | GEO
Project description:Potassium (K+) is one of the most important nutrient ions in plant cells and play crucial roles in many plant physiological and developmental processes. K+ deficiency is the common abiotic stress in natural environment, which inhibits plant growth and reduces production of crops. We used microarrays to analyse the transcriptomic changes in rice roots after suffering K+ starvation at different times. The results of GO analysis showed that these transcriptionally changed genes mainly fell into the categories of metabolic process, membrane, cation binding, kinase activity, transport and so on.
2012-10-31 | GSE37161 | GEO
Project description:Nutrient availability influences animal growth and metabolism. How starvation inhibits anabolic functions in vivo remains insufficiently understood. Here we establish an atypical MAP kinase ERK7 as an inhibitor of growth and lipid anabolism with an essential role in the physiological adaptation to starvation stress. Drosophila null mutants of ERK7 display accelerated growth rate and elevated triacylglycerol (TAG) stores on rich diet. ERK7 inhibits TAG storage in the Drosophila fat body by negatively regulating the expression of the Gli-similar transcription factor Sugarbabe. While displaying growth advantage on rich diet, ERK7 mutants fail to cease their growth during starvation and are consequently starvation sensitive. ERK7 modulates the majority of the starvation-induced gene expression response in a genomewide setting, influencing, for example, genes involved in insulin signaling and lipid metabolism. In conclusion, ERK7 regulates peripheral nutrient sensing to control animal growth and lipid metabolism with respect to nutrient availability.
2020-12-14 | GSE123901 | GEO
Project description:Potassium (K+) is one of the most important nutrient ions in plant cells and play crucial roles in many plant physiological and developmental processes. K+ deficiency is the common abiotic stress in natural environment, which inhibits plant growth and reduces production of crops. We used microarrays to analyse the transcriptomic changes in rice roots after suffering K+ starvation at different times. The results of GO analysis showed that these transcriptionally changed genes mainly fell into the categories of metabolic process, membrane, cation binding, kinase activity, transport and so on. The two-week-old hydroponic rice seedlings were transferred to K+-free solution (-K) and K+-replete solution (+K, 1 mM K+) as treatment (LK) and control (CK) conditions respectively. The fresh roots of both control and treated rice seedlings were collected after K+-deficient treatment at indicated times (6 h, 3 d and 5 d). The roots were frozen immediately using liquid nitrogen and stored at -80℃ for further RNA extraction. Every RNA sample was derived from 5 independent seedlings. In sum, three time points were selected and three biological replicates were performed at each time point, totally 18 rice genome arrays were used.
2012-10-31 | E-GEOD-37161 | biostudies-arrayexpress