The Populus transcriptome in elevated CO2 reveals increased anthocyanin biosynthesis during delayed autumnal senescence
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ABSTRACT:
ORGANISM(S): Populus x canadensis Populus tremula x Populus alba Populus trichocarpa x Populus deltoides Populus euphratica
PROVIDER: GSE15874 | GEO | 2010/02/01
SECONDARY ACCESSION(S): PRJNA117027
REPOSITORIES: GEO
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Project description:Over recent decades the progression of natural autumnal senescence has been increasingly delayed across wide areas of the Northern Hemisphere and is thought to be caused by rising temperature. Recently this delay has been shown to be partly attributable to rising atmospheric carbon dioxide concentrations [CO2]. Here, for the first time, we present a possible mechanistic explanation for this phenomenon. Using a plantation of Populus x euramericana grown at elevated [CO2] (e[CO2]) using Free-Air CO2 Enrichment (FACE) technology, we investigated the molecular and biochemical basis underlying this response. Using a poplar cDNA microarray where late growing season and senescing leaves from ambient [CO2] (a[CO2]) and e[CO2] were compared, revealed unique increases and decreases in transcript abundance in the e[CO2] treatment. Growth at e[CO2]caused the greatest increase in the abundance of transcripts catalysing steps in the anthocyanin biosynthetic pathway and an increase in leaf anthocyanin content. Leaf sucrose and starch content were also increased during senescence in e[CO2] and associated with a higher abundance of transcripts in the sucrose and starch biosynthetic pathways. We propose that in e[CO2], autumnal photosynthesis and sugar accumulation results in changes in genes expression that include further investment in secondary carbon metabolism leading to anthocyanin production. This enables prolonged leaf longevity during natural autumnal senescence through increased availability of carbon and improved stress tolerance while in contrast this may also have a negative effect on the control of dormancy. Samples GSM398292..GSM398314 (late senescence samples only): Six replicate trees were labelled in the unfertilised sub-plots of plots 1-4 in the POP/EUROFACE site (http://www.unitus.it/euroface/) and the 10th leaf down from the closed apical bud of the dominant branch were labelled. Leaves were sampled to liquid nitrogen (18th October 2004) and stored at -80 oC. Extracted RNA was tested for quality and quantity and of that passing the test equal quantities of RNA from each replicate were taken and each sample from the control plots (plots 2 and 3) were randomly paired with a sample from and elevated CO2 plot (plots 1 and 4). From the resulting 9 dual channel hybridisations 6 had the control sample in the Cy3 channel and 3 had the elevated CO2 sample in the Cy3 channel. The 6 samples with Cydye orientation as Cy3=control (ambient CO2) and Cy5 = treated (elevated CO2) are as follows: GSM398296, GSM398301, GSM398303, GSM398304, GSM398305 and GSM398306. The 3 samples with dye swap i.e Cy3 = treated (elevated CO2) are as follows and Cy5 = control (ambient CO2) are as follows: GSM398292, GSM398313 and GSM398314. Samples GSM398426..GSM398474: Four replicate leaves per sub-plot were sampled and flash frozen into liquid nitrogen, on 31 August 2004, and prior to visible senescence but around the time of bud-set as given by Calfapietra et al., (2003) [1]. The tenth leaf down the dominant stem (which represented the first fully expanded mature leaf of maximum size) from a reference leaf of 30 mm in length (leaf one) were selected. On the 14th September twenty trees from within each experimental plot were taken. The tenth leaf down the dominant stem (which represented the first fully expanded mature leaf of maximum size) from a reference leaf of 30 mm in length (leaf one) were labelled on the main-stem above the petiole. All labelled leaves were a uniform height (approx 0.3 m) from the canopy top across all treatments and not shaded by the canopy. Four replicate leaves from within each sub-plot were sampled during each harvest (except on 18th October when six replicate leaves were sampled). Each sampling time was restricted to two hours within the same day and across sampling day’s uniform cloud free skies were chosen. September samplings took place between 15.00 and 17.00 when climatic variables were generally consistent; later in the season time of sampling was adjusted to an earlier two hour period after mid-day when climatic variables were generally consistent. A chlorotic canopy was evident in plots five and six, as described by Liberloo et al. (2007) therefore any subsequent analysis was for plots one to four only. Six replicate labelled leaves were sampled (as above) from each sub-plot on 18th October 2004
2010-01-31 | E-GEOD-15874 | biostudies-arrayexpress
Project description:Plant respiration responses to elevated growth [CO2] are key uncertainties in predicting future crop and ecosystem function. In particular, the effects of elevated growth [CO2] on respiration over leaf development are poorly understood. This study tested the prediction that, due to greater whole-plant photoassimilate availability and growth, elevated [CO2] induces transcriptional reprogramming and a stimulation of nighttime respiration in leaf primordia, expanding leaves, and mature leaves of Arabidopsis thaliana. In primordia, elevated [CO2] altered transcript abundance, but not for genes encoding respiratory proteins. In expanding leaves, elevated [CO2] induced greater glucose content and transcript abundance for some respiratory genes, but did not alter respiratory CO2 efflux. In mature leaves, elevated [CO2] led to greater glucose, sucrose and starch content, plus greater transcript abundance for many components of the respiratory pathway, and greater respiratory CO2 efflux. Therefore, growth at elevated [CO2] stimulated dark respiration only after leaves transitioned from carbon sinks into carbon sources. This coincided with greater photoassimilate production by mature leaves under elevated [CO2] and peak respiratory transcriptional responses. It remains to be determined if biochemical and transcriptional responses to elevated [CO2] in primordial and expanding leaves are essential prerequisites for subsequent alterations of respiratory metabolism in mature leaves.
2014-04-04 | GSE56480 | GEO
Project description:Plant respiration responses to elevated growth [CO2] are key uncertainties in predicting future crop and ecosystem function. In particular, the effects of elevated growth [CO2] on respiration over leaf development are poorly understood. This study tested the prediction that, due to greater whole-plant photoassimilate availability and growth, elevated [CO2] induces transcriptional reprogramming and a stimulation of nighttime respiration in leaf primordia, expanding leaves, and mature leaves of Arabidopsis thaliana. In primordia, elevated [CO2] altered transcript abundance, but not for genes encoding respiratory proteins. In expanding leaves, elevated [CO2] induced greater glucose content and transcript abundance for some respiratory genes, but did not alter respiratory CO2 efflux. In mature leaves, elevated [CO2] led to greater glucose, sucrose and starch content, plus greater transcript abundance for many components of the respiratory pathway, and greater respiratory CO2 efflux. Therefore, growth at elevated [CO2] stimulated dark respiration only after leaves transitioned from carbon sinks into carbon sources. This coincided with greater photoassimilate production by mature leaves under elevated [CO2] and peak respiratory transcriptional responses. It remains to be determined if biochemical and transcriptional responses to elevated [CO2] in primordial and expanding leaves are essential prerequisites for subsequent alterations of respiratory metabolism in mature leaves. Arabidopsis plants were grown in either ambient (370 ppm) or elevated (750 ppm) CO2. Leaf number 10 was harvested when it was a primordia, expanding, or mature in each of the CO2 treatments.
2014-04-04 | E-GEOD-56480 | biostudies-arrayexpress
Project description:The extent to which light-saturated net CO2 assimilation (An) and leaf dark respiratory CO2 release (Rdark) jointly acclimate to abrupt and sustained changes in temperature (T) in rice (Oryza sativa L.) is unclear, as are the underlying mechanisms associated with thermal acclimation. To further our understanding of how sustained changes in temperature affect the carbon economy of rice, hydroponically-grown plants of the IR64 cultivar were developed at 30/25°C (day/night) in a temperature-controlled greenhouse before being shifted to 25/20°C or 40/35°C. Leaf RNA expression, protein abundance, sugar and starch content, gas-exchange and elongation rates were measured on pre-existing leaves (PE) already developed at 30/25°C, or leaves newly-developed (ND) subsequent to temperature transfer.
2021-08-11 | GSE136045 | GEO
Project description:• Reference to published study making use of this data: • Cseke LJ, Tsai C-J, Rogers A, Nelsen MP, White HL, Karnosky DF, Podila GK. (2009) Transcriptomic comparison in the leaves of two aspen genotypes having similar carbon assimilation rates but different allocation patterns under elevated CO2. New Phytologist. submitted. • This study compared the leaf transcription profiles, physiological characteristics, and primary metabolites of two Populus tremuloides genotypes (clones 216 and 271) known to differ in their responses to long-term elevated [CO2] (e[CO2]) at the Aspen FACE site near Rhinelander, WI. • Physiological responses of these clones are similar in photosynthesis, stomatal conductance, and leaf area index under e[CO2] yet very different in growth enhancement (0-10% in clone 216; 40-50% in clone 271). While few genes responded to long-term exposure to e[CO2], the transcriptional activity of leaf e[CO2]-responsive genes was distinctly different between the clones, differentially impacting multiple pathways during both early and late growing seasons. • Analysis of transcript abundance and carbon/nitrogen biochemistry suggests that the CO2-responsive clone (271) partitions C into pathways associated with active defense/response to stress, carbohydrate/starch biosynthesis and subsequent growth. The CO2-unresponsive clone (216) partitions C into pathways associated with passive defense (e.g. lignin, phenylpropanoid) and cell wall thickening. • This study indicates that there is significant variation in expression patterns between different tree genotypes in response to long-term exposure to e[CO2]. Consequently, future efforts to improve productivity or other advantageous traits for carbon sequestration should include an examination of genetic variability in CO2 responsiveness. Keywords: Tree genotype comparison under elevated [CO2]
2009-03-31 | GSE14881 | GEO
Project description:Fructans represent the major component of water soluble carbohydrates (WSCs) in the maturing stem of temperate cereals and are an important temporary carbon reserve for grain filling. Theoretically, genotypic variation in carbon reserve accumulation is determined by relative carbon availability and demand at the whole plant level. To evaluate the importance of source carbon availability in fructan accumulation and its associated molecular mechanisms, we performed comparative analyses of individual WSC components and the expression profiles of genes involved in major carbohydrate metabolism and photosynthesis in flag leaves of recombinant inbred lines derived from a cross between wheat cultivars Seri M82 and Babax (SB lines). High sucrose levels in the mature flag leaf (source carbon organ) were found to be positively associated with WSC and fructan concentrations in both the leaf and stem of SB lines in several field trials. Analysis of Affymetrix expression array data revealed that high leaf sucrose lines grown in abiotic-stress-prone environments had high expression levels of a number of genes in the leaf involved in the sucrose synthetic pathway and photosynthesis, such as Calvin cycle genes, antioxidant genes involved in the removal of chloroplast H2O2 and genes involved in energy dissipation. The expression of the majority of genes involved in fructan and starch synthetic pathways were positively correlated with sucrose levels in the leaves of these SB lines.
2013-04-30 | GSE37675 | GEO
Project description:Fructans represent the major component of water soluble carbohydrates (WSCs) in the maturing stem of temperate cereals and are an important temporary carbon reserve for grain filling. Theoretically, genotypic variation in carbon reserve accumulation is determined by relative carbon availability and demand at the whole plant level. To evaluate the importance of source carbon availability in fructan accumulation and its associated molecular mechanisms, we performed comparative analyses of individual WSC components and the expression profiles of genes involved in major carbohydrate metabolism and photosynthesis in flag leaves of recombinant inbred lines derived from a cross between wheat cultivars Seri M82 and Babax (SB lines). High sucrose levels in the mature flag leaf (source carbon organ) were found to be positively associated with WSC and fructan concentrations in both the leaf and stem of SB lines in several field trials. Analysis of Affymetrix expression array data revealed that high leaf sucrose lines grown in abiotic-stress-prone environments had high expression levels of a number of genes in the leaf involved in the sucrose synthetic pathway and photosynthesis, such as Calvin cycle genes, antioxidant genes involved in the removal of chloroplast H2O2 and genes involved in energy dissipation. The expression of the majority of genes involved in fructan and starch synthetic pathways were positively correlated with sucrose levels in the leaves of these SB lines. 8 genotypes of recombinant inbred lines Seri M82 x Babax with 2 biological replicates per genotype. Grown in the field under irrigated conditions.
2013-04-30 | E-GEOD-37675 | biostudies-arrayexpress
Project description:gene expression profiling in different zones along the gradient of the growing maize leaf balde aover a time course of dirunal cycle and carbon starvation by extension of the night Plants assimilate carbon in their photosynthetic tissues in the light. However, carbon is required during the night, and in non-photosynthetic organs. It is therefore essential that plants manage their carbon resources spatially and temporally and coordinate growth with carbon availability. In growing maize (Zea mays) leaf blades a defined developmental gradient facilitates analyses in the cell division, elongation and mature zones. We investigated the responses of the metabolome and transcriptome and polysome loading, as a qualitative proxy for protein synthesis, at dusk, dawn and 6, 14 and 24 hours into an extended night, and tracked whole leaf elongation over this time course. Starch and sugars are depleted by dawn in the mature zone, but only after an extension of the night in the elongation and division zones. Sucrose recovers partially between 14 and 24 h into the extended night in the growth zones but not the mature zone. The global metabolome and transcriptome track these zone-specific changes in sucrose. Leaf elongation and polysome loading in the growth zones also remain high at dawn, decrease between 6 and 14 h into the extended night and then partially recover indicating that growth processes are determined by local carbon status. The level of sucrose-signaling metabolite trehalose-6-phosphate, and the trehalose-6-phosphate:sucrose ratio are much higher in growth than mature zones at dusk and dawn but fall in the extended night. Candidate genes were identified by searching for transcripts that show characteristic temporal response patterns or contrasting responses to carbon starvation in growth and mature zones.
2016-08-24 | GSE85963 | GEO
Project description:gene expression profiling in different zones along the gradient of the growing maize leaf balde aover a time course of dirunal cycle and carbon starvation by extension of the night Plants assimilate carbon in their photosynthetic tissues in the light. However, carbon is required during the night, and in non-photosynthetic organs. It is therefore essential that plants manage their carbon resources spatially and temporally and coordinate growth with carbon availability. In growing maize (Zea mays) leaf blades a defined developmental gradient facilitates analyses in the cell division, elongation and mature zones. We investigated the responses of the metabolome and transcriptome and polysome loading, as a qualitative proxy for protein synthesis, at dusk, dawn and 6, 14 and 24 hours into an extended night, and tracked whole leaf elongation over this time course. Starch and sugars are depleted by dawn in the mature zone, but only after an extension of the night in the elongation and division zones. Sucrose recovers partially between 14 and 24 h into the extended night in the growth zones but not the mature zone. The global metabolome and transcriptome track these zone-specific changes in sucrose. Leaf elongation and polysome loading in the growth zones also remain high at dawn, decrease between 6 and 14 h into the extended night and then partially recover indicating that growth processes are determined by local carbon status. The level of sucrose-signaling metabolite trehalose-6-phosphate, and the trehalose-6-phosphate:sucrose ratio are much higher in growth than mature zones at dusk and dawn but fall in the extended night. Candidate genes were identified by searching for transcripts that show characteristic temporal response patterns or contrasting responses to carbon starvation in growth and mature zones. 3 repliucates per time point and leaf region, each pooled form 5 indiviual plants
2016-08-24 | E-GEOD-85963 | biostudies-arrayexpress
Project description:• Reference to published study making use of this data: • Cseke LJ, Tsai C-J, Rogers A, Nelsen MP, White HL, Karnosky DF, Podila GK. (2009) Transcriptomic comparison in the leaves of two aspen genotypes having similar carbon assimilation rates but different allocation patterns under elevated CO2. New Phytologist. submitted. • This study compared the leaf transcription profiles, physiological characteristics, and primary metabolites of two Populus tremuloides genotypes (clones 216 and 271) known to differ in their responses to long-term elevated [CO2] (e[CO2]) at the Aspen FACE site near Rhinelander, WI. • Physiological responses of these clones are similar in photosynthesis, stomatal conductance, and leaf area index under e[CO2] yet very different in growth enhancement (0-10% in clone 216; 40-50% in clone 271). While few genes responded to long-term exposure to e[CO2], the transcriptional activity of leaf e[CO2]-responsive genes was distinctly different between the clones, differentially impacting multiple pathways during both early and late growing seasons. • Analysis of transcript abundance and carbon/nitrogen biochemistry suggests that the CO2-responsive clone (271) partitions C into pathways associated with active defense/response to stress, carbohydrate/starch biosynthesis and subsequent growth. The CO2-unresponsive clone (216) partitions C into pathways associated with passive defense (e.g. lignin, phenylpropanoid) and cell wall thickening. • This study indicates that there is significant variation in expression patterns between different tree genotypes in response to long-term exposure to e[CO2]. Consequently, future efforts to improve productivity or other advantageous traits for carbon sequestration should include an examination of genetic variability in CO2 responsiveness. Keywords: Tree genotype comparison under elevated [CO2] 24 two-channel arrays, directly comparing RNA from trees grown in the ambient (control) [CO2] to RNA derived from the same genotype grown under e[CO2]. For each of 4 experimental conditions (clone 216 early season; clone 271 early season; clone 216 late season; clone 271 late season), three independent biological replicates derived from trees grown in three independent replicate FACE rings were used. In addition, each clone and time point included dye swap reciprocal two-color experiments for each biological replicate. Thus, six data points per cDNA are included (three biological replicates with two technical replicates each).
2009-03-31 | E-GEOD-14881 | biostudies-arrayexpress