A spatiotemporal understanding of growth regulation during the salt-stress response (Agilent)
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ABSTRACT:
ORGANISM(S): Arabidopsis thaliana
SUBMITTER: Jose Dinneny
PROVIDER: E-GEOD-46208 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:A genome-scale test of dynamic gene expression changes and homeostasis in salt stress response was genereated using whole roots sample of wild type columbia. Seedlings of columbia were grown under standard conditions for 5 days, and then they were transfered to media supplemented with 140mM NaCl for a series of time: 1 hour, 3 hours, 20 hours, 2 days, 4 days and and 8 days, as well as to standard condition for the same series of time. 2 replicates for each condition was used. Plant environmental responses involve dynamic changes in growth and signaling, yet little is understood as to how progress through these temporal events is controlled. In this study we explore the phenotypic and transcriptional events involved in the acclimation of the Arabidopsis seedling root to a rapid change in salinity. Using live-imaging analysis, we show that growth is dynamically regulated with a period of growth quiescence followed by growth recovery and homeostasis. Through the development and analysis of a new high-resolution spatiotemporal transcriptional map, we have identified the key hormone signaling pathways that regulate specific transcriptional programs, predict their spatial domain of action and link the activity of these pathways to the control of specific phases of growth control. Through the use of tissue-specific approaches to suppress the ABA pathway, we demonstrate that ABA signaling likely acts in select tissue layers to control spatially localized transcriptional programs and promote growth recovery. In addition to the biological pathways directly affecting growth, we show that salt also controls many tissue-specific and time-point specific transcriptional responses that are expected to modify water transport, Casparian strip formation and protein translation. Together, our data reveal a sophisticated assortment of regulatory programs acting together to coordinate spatially patterned biological changes involved in the immediate and long-term response to a stressful shift in environment.
2013-09-01 | GSE46208 | GEO
Project description:Cell-type specific transcriptional profiles were generated by FACS (Fluorescence Activated Cell Sorting) sorting of roots that express cell-type specific GFP-reporters. Four different GFP-reporter lines were utilized allowing us to obtain transcriptional profiles for cells in major radial zones of the root. FACS cell populations were isolated from roots grown under standard conditions or roots that had been transfered to media supplemented with 140 mM NaCl for 1 hour, 3 hours, 8 hours, 20 hours, 32 hours and 48 hours. Plant environmental responses involve dynamic changes in growth and signaling, yet little is understood as to how progress through these temporal events is controlled. In this study we explore the phenotypic and transcriptional events involved in the acclimation of the Arabidopsis seedling root to a rapid change in salinity. Using live-imaging analysis, we show that growth is dynamically regulated with a period of growth quiescence followed by growth recovery and homeostasis. Through the development and analysis of a new high-resolution spatiotemporal transcriptional map, we have identified the key hormone signaling pathways that regulate specific transcriptional programs, predict their spatial domain of action and link the activity of these pathways to the control of specific phases of growth control. Through the use of tissue-specific approaches to suppress the ABA pathway, we demonstrate that ABA signaling likely acts in select tissue layers to control spatially localized transcriptional programs and promote growth recovery. In addition to the biological pathways directly affecting growth, we show that salt also controls many tissue-specific and time-point specific transcriptional responses that are expected to modify water transport, Casparian strip formation and protein translation. Together, our data reveal a sophisticated assortment of regulatory programs acting together to coordinate spatially patterned biological changes involved in the immediate and long-term response to a stressful shift in environment. 4 different GFP reporter lines were used to isolate specific populations of cells from the Arabidopsis root using FACS sorting of protoplasted cells. GFP-reporter lines were grown under standard conditions before protoplasting and sorting or they were transfered to media supplemented with 140mM NaCl for a series of time: 1 hour, 3 hours, 8 hours, 20 hours, 32 hours and 48 hours before hand, as well as standard controls for 1 hour and 48 hours. 3 replicates for each condition was used.
2013-09-01 | E-GEOD-46205 | biostudies-arrayexpress
Project description:Cell-type specific transcriptional profiles were generated by FACS (Fluorescence Activated Cell Sorting) sorting of roots that express cell-type specific GFP-reporters. Six different GFP-reporter lines were utilized allowing us to obtain transcriptional profiles for cells in all radial zones of the root. FACS cell populations were isolated from roots grown under standard conditions or roots that had been transfered to media supplemented with 140 mM NaCl for 1 hour. Cells are amazingly adept at integrating both external and internal cues to regulate transcriptional states. While internal processes such as differentiation and cell-type specification are generally understood to have an important impact on gene expression, very little is known about how cells utilize these developmental cues to regulate responses to external stimuli. Here we use the response to a well characterized environmental stress, high salinity, to obtain a global view of the role that cell identity plays in guiding transcriptional responses in the root of Arabidopsis. Our analysis is based on three microarray data sets we have generated that explore transcriptional changes spatially among 6 cell layers and 4 longitudinal regions or temporally along 5 time points after salt treatment. We show that the majority of the response to salt stress is cell-type specific resulting in the differential regulation of unique biological functions in subsets of cell layers. To understand the regulatory mechanisms controlling these responses we have analyzed cis-element enrichment in the promoters of salt responsive genes and demonstrate that known stress regulatory elements likely control responses to salt occurring in multiple cell types. Despite the extensive shift in transcriptional state that salt stress elicits, we are able to identify several biological processes that consistently define each cell layer and find that transcriptional regulators of cell-identity tend to exhibit robust cell-type specific expression. Finally, using mutants that disrupt cell-type specification in the epidermis, we reveal cell autonomous and non-autonomous effects when cell identity is altered. Together, these data elucidate a novel intersection between physiology and development and expand our understanding of how transcriptional states are regulated in a multi-cellular context. Experiment Overall Design: To gain a genome-scale understanding of the role that developmental processes play in regulating stimulus response, we examined the effect of salt stress on gene expression along the radial axis of the root. Cell identity is the main variable that changes along the radial axis with the epidermis representing the outermost tissue layer and the stele representing the inner most layer. 6 different GFP reporter lines were used to isolate specific populations of cells from the Arabidopsis root using FACS sorting of protoplasted cells. GFP-reporter lines were grown under standard conditions before protoplasting and sorting or they were transfered to media supplemented with 140mM NaCl for 1 hour before hand.
2008-06-15 | E-GEOD-7641 | biostudies-arrayexpress
Project description:We performed an expression analysis of the response of seedling root tips to 1 hour of treatment with 140mM NaCl using mutants defective in root hair patterning. Cells are amazingly adept at integrating both external and internal cues to regulate transcriptional states. While internal processes such as differentiation and cell-type specification are generally understood to have an important impact on gene expression, very little is known about how cells utilize these developmental cues to regulate responses to external stimuli. Here we use the response to a well characterized environmental stress, high salinity, to obtain a global view of the role that cell identity plays in guiding transcriptional responses in the root of Arabidopsis. Our analysis is based on three microarray data sets we have generated that explore transcriptional changes spatially among 6 cell layers and 4 longitudinal regions or temporally along 5 time points after salt treatment. We show that the majority of the response to salt stress is cell-type specific resulting in the differential regulation of unique biological functions in subsets of cell layers. To understand the regulatory mechanisms controlling these responses we have analyzed cis-element enrichment in the promoters of salt responsive genes and demonstrate that known stress regulatory elements likely control responses to salt occurring in multiple cell types. Despite the extensive shift in transcriptional state that salt stress elicits, we are able to identify several biological processes that consistently define each cell layer and find that transcriptional regulators of cell-identity tend to exhibit robust cell-type specific expression. Finally, using mutants that disrupt cell-type specification in the epidermis, we reveal cell autonomous and non-autonomous effects when cell identity is altered. Together, these data elucidate a novel intersection between physiology and development and expand our understanding of how transcriptional states are regulated in a multi-cellular context. Experiment Overall Design: Seedlings were grown for 5 days before being transferred to standard media or media supplemented with 140mM NaCl. One hour after transfer, a razor blade was used to cut the root ~5 mm above the root tip. Approximately 30 roots were pooled per replicate. Two biological replicates were performed per genotype, per condition.
2008-06-16 | E-GEOD-8787 | biostudies-arrayexpress
Project description:We performed a time course analysis (TC data set) of the response of whole seedling roots to 140mM NaCl at 5 time points after transfer (30 minutes, 1, 4, 16 and 32 hours). Cells are amazingly adept at integrating both external and internal cues to regulate transcriptional states. While internal processes such as differentiation and cell-type specification are generally understood to have an important impact on gene expression, very little is known about how cells utilize these developmental cues to regulate responses to external stimuli. Here we use the response to a well characterized environmental stress, high salinity, to obtain a global view of the role that cell identity plays in guiding transcriptional responses in the root of Arabidopsis. Our analysis is based on three microarray data sets we have generated that explore transcriptional changes spatially among 6 cell layers and 4 longitudinal regions or temporally along 5 time points after salt treatment. We show that the majority of the response to salt stress is cell-type specific resulting in the differential regulation of unique biological functions in subsets of cell layers. To understand the regulatory mechanisms controlling these responses we have analyzed cis-element enrichment in the promoters of salt responsive genes and demonstrate that known stress regulatory elements likely control responses to salt occurring in multiple cell types. Despite the extensive shift in transcriptional state that salt stress elicits, we are able to identify several biological processes that consistently define each cell layer and find that transcriptional regulators of cell-identity tend to exhibit robust cell-type specific expression. Finally, using mutants that disrupt cell-type specification in the epidermis, we reveal cell autonomous and non-autonomous effects when cell identity is altered. Together, these data elucidate a novel intersection between physiology and development and expand our understanding of how transcriptional states are regulated in a multi-cellular context. Experiment Overall Design: Seedlings were grown for 4-5 days before transfer to standard media supplemented with 140 mM NaCl. Whole roots were harvested at 5 time points after the transfer.
2009-04-25 | E-GEOD-7642 | biostudies-arrayexpress
Project description:To gain a genome-scale understanding of the role that developmental processes play in regulating stimulus response, we examined the effect of salt stress on gene expression along the longitudinal axis of the root. Since roots grow from stem cells located near the tip, the position of cells along the longitudinal axis can be used as a proxy for developmental time, with distance from the root tip correlating with increased differentiation. To estimate the role developmental stage plays in regulating salt response, roots were dissected into four longitudinal zones (LZ data set) after transfer to standard or salt media and transcriptionally profiled. Cells are amazingly adept at integrating both external and internal cues to regulate transcriptional states. While internal processes such as differentiation and cell-type specification are generally understood to have an important impact on gene expression, very little is known about how cells utilize these developmental cues to regulate responses to external stimuli. Here we use the response to a well characterized environmental stress, high salinity, to obtain a global view of the role that cell identity plays in guiding transcriptional responses in the root of Arabidopsis. Our analysis is based on three microarray data sets we have generated that explore transcriptional changes spatially among 6 cell layers and 4 longitudinal regions or temporally along 5 time points after salt treatment. We show that the majority of the response to salt stress is cell-type specific resulting in the differential regulation of unique biological functions in subsets of cell layers. To understand the regulatory mechanisms controlling these responses we have analyzed cis-element enrichment in the promoters of salt responsive genes and demonstrate that known stress regulatory elements likely control responses to salt occurring in multiple cell types. Despite the extensive shift in transcriptional state that salt stress elicits, we are able to identify several biological processes that consistently define each cell layer and find that transcriptional regulators of cell-identity tend to exhibit robust cell-type specific expression. Finally, using mutants that disrupt cell-type specification in the epidermis, we reveal cell autonomous and non-autonomous effects when cell identity is altered. Together, these data elucidate a novel intersection between physiology and development and expand our understanding of how transcriptional states are regulated in a multi-cellular context. Experiment Overall Design: Roots were grown under standard conditions for 5 days then transfered to standard media or media supplemented with 140 mM NaCl. One hour after transferring seedlings, roots were cut into 4 regions using a razor blade. The first cut was made ~150 µm from the root tip at the point where the shape of the root transitions from conical to cylindrical (Zone 1). The second cut was made ~200 µm above the first cut, at the point were the root becomes less optically dense, which marks the approximate end of the meristematic zone (Zone 2). The third cut was made ~200-300 µm above the second cut, just below the region where root hairs begin to emerge (Zone 3). The fourth cut was made ~1 mm above the third cut (Zone 4).
2008-06-15 | E-GEOD-7639 | biostudies-arrayexpress
Project description:In order to estimate the effects of protoplasting and FACS sorting procedures on salt regulated gene expression we generated expression profiles for whole roots that had been treated with salt for 1 hour and for roots that were protoplasted and FACS sorted after the initial 1 hour salt treatment. Cells are amazingly adept at integrating both external and internal cues to regulate transcriptional states. While internal processes such as differentiation and cell-type specification are generally understood to have an important impact on gene expression, very little is known about how cells utilize these developmental cues to regulate responses to external stimuli. Here we use the response to a well characterized environmental stress, high salinity, to obtain a global view of the role that cell identity plays in guiding transcriptional responses in the root of Arabidopsis. Our analysis is based on three microarray data sets we have generated that explore transcriptional changes spatially among 6 cell layers and 4 longitudinal regions or temporally along 5 time points after salt treatment. We show that the majority of the response to salt stress is cell-type specific resulting in the differential regulation of unique biological functions in subsets of cell layers. To understand the regulatory mechanisms controlling these responses we have analyzed cis-element enrichment in the promoters of salt responsive genes and demonstrate that known stress regulatory elements likely control responses to salt occurring in multiple cell types. Despite the extensive shift in transcriptional state that salt stress elicits, we are able to identify several biological processes that consistently define each cell layer and find that transcriptional regulators of cell-identity tend to exhibit robust cell-type specific expression. Finally, using mutants that disrupt cell-type specification in the epidermis, we reveal cell autonomous and non-autonomous effects when cell identity is altered. Together, these data elucidate a novel intersection between physiology and development and expand our understanding of how transcriptional states are regulated in a multi-cellular context. Experiment Overall Design: To estimate the effect that protoplasting and cell sorting has on the expression of salt regulated genes we prepared samples as in Birnbaum et al. (2005) Nat. Methods, except that all cells were collected after cell sorting. Cells were collected from roots that had been treated with 140mM NaCl for 1hr prior to protoplasting. Whole roots were also collected after a similar treatment regimen with NaCl. Two replicates were performed per condition.
2008-06-15 | E-GEOD-7636 | biostudies-arrayexpress
Project description:To gain a genome-scale understanding of the role that developmental processes play in regulating stimulus response, we examined the effect of -Fe stress on gene expression along the longitudinal axis of the root. Since roots grow from stem cells located near the tip, the position of cells along the longitudinal axis can be used as a proxy for developmental time, with distance from the root tip correlating with increased differentiation. To estimate the role developmental stage plays in regulating salt response, roots were dissected into four longitudinal zones (LZ data set) after transfer to standard or -Fe media and transcriptionally profiled. Little is known about how developmental cues affect the way cells interpret their environment. Here we characterize the transcriptional response of different cell layers and developmental stages of the Arabidopsis root to high salinity and find that transcriptional responses are highly constrained by developmental parameters. These transcriptional changes lead to the differential regulation of specific biological functions in subsets of cell-layers, several of which correspond to observable physiological changes. We show that known stress pathways primarily control semi-ubiquitous responses and use mutants that disrupt epidermal patterning to reveal cell-layer specific and inter-cell-layer effects. By performing a similar analysis using iron-deprivation we identify common cell-type specific stress responses and environment-independent biological functions that define each cell type. Experiment Overall Design: Roots were grown under standard conditions for 5 days then transfered to standard media or iron deficient (-Fe) conditions (0.3mM Ferrozine in MS media containing no ferrous sulfate). 24 hours after transferring seedlings, roots were cut into 4 regions using a razor blade. The first cut was made ~150 µm from the root tip at the point where the shape of the root transitions from conical to cylindrical (Zone 1). The second cut was made ~200 µm above the first cut, at the point were the root becomes less optically dense, which marks the approximate end of the meristematic zone (Zone 2). The third cut was made ~200-300 µm above the second cut, just below the region where root hairs begin to emerge (Zone 3). The fourth cut was made ~1 mm above the third cut (Zone 4).
2008-06-11 | E-GEOD-10497 | biostudies-arrayexpress
Project description:Identification of new elements (non-coding-RNA) controlling root growth in response to phosphate.-Plants (Columbia er 105, or Landsberg erecta) were grown one week on media with Phosphate (+P) and then transfered on media without (-P = P starvation) for 1h or 2h. Root apices were harvested and total RNA extracted for RNA sequencing.
2019-03-14 | GSE128256 | GEO
Project description:Transcriptional variation, also called expression level polymorphism (ELP), contributes to intra-specific phenotypic variation in many organisms. Differentially expressed transcripts are typically enriched for stress-related genes, suggesting that differences in response to the environment are a particularly common point of divergence among gentoypes. Analysis of ELPs also has been suggested as a way to assess unintended consequences of transgene introduction; however, it is important that interpretation of transcriptional changes be performed within the context of potential fitness effects. In these studies we sought to examine differential gene expression in response to salinity for two widely used Arabidopsis thaliana ecotypes, Wassilewskija (Ws) and Columbia (Col), and a single gene mutation (glabrous, gl1-1) in the Col background (Col(gl)), in relation to genetic, phenotypic, and fitness differences. Growth analyses were performed with seedlings germinated on culture media and growth chamber-grown plants carried through the full life cycle. Transcriptome analyses were performed with salt treated and control growth-chamber grown plants six days post initiation of salt stress. Ws plants had the least salt injury and highest dry matter accumulation and seed production in salt stressed conditions. ELPs among genoytypes and in response to 100 mM NaCl were enriched for genes associated with response to stress, including stress-associated transcription factors, heat shock and redox metabolism genes, and R genes. Application of salt resulted in many more transcripts up- or down-regulated in Col and Ws than in Col(gl). Many of the transcripts influenced by salt in Col were already altered in gl1-1 plants in the absence of salt, although Col(gl) plants did not show any detectable signs of stress, or effects on fecundity in the absence of salt treatment. The majority of salt-induced transcriptional changes that occurred in Ws also occurred in Col, suggesting common salt stress responses in these two ecotypes. Many more genes were affected by salt in Col than Ws, however, possibly reflecting the greater salt injury observed for Col. There was minimal overlap between the transcripts that differed for Ws and Col prior to salt treatment and those that were subsequently affected by salt stress. Thus, many genes conferring comparative salt stress tolerance in Ws likely differ from those whose expression levels are modified in response to salt stress. These studies demonstrate transcriptional variation among Arabidopsis genotypes in response to salt stress. Greater transcriptome differences did not necessarily correspond with greater genetic difference or phenotypic differences in morphology, fecundity, and resistance to salt stress. These results suggest that depending on circumstance, transcriptional changes can reflect response to injury, facilitate adaptive expression of fitness-associated traits, or allow for phenotypic buffering to minimize the impact of genetic changes. Three Arabidopsis genotypes were grown in the growth chamber in the absence and presence of salt stress. Plants from 20 days after sowing (6 days after salt treatment) were used for RNA extraction and hybridization on Affymetrix microarrays. There were two biological replicates for each genotype and salt treatment combination.
2011-08-15 | E-GEOD-16765 | biostudies-arrayexpress