TY - JOUR A1 - Sulpice, Ronan A1 - Nikoloski, Zoran A1 - Tschoep, Hendrik A1 - Antonio, Carla A1 - Kleessen, Sabrina A1 - Larhlimi, Abdelhalim A1 - Selbig, Joachim A1 - Ishihara, Hirofumi A1 - Gibon, Yves A1 - Fernie, Alisdair R. A1 - Stitt, Mark T1 - Impact of the Carbon and Nitrogen Supply on Relationships and Connectivity between Metabolism and Biomass in a Broad Panel of Arabidopsis Accessions(1[W][OA]) JF - Plant physiology : an international journal devoted to physiology, biochemistry, cellular and molecular biology, biophysics and environmental biology of plants N2 - Natural genetic diversity provides a powerful tool to study the complex interrelationship between metabolism and growth. Profiling of metabolic traits combined with network-based and statistical analyses allow the comparison of conditions and identification of sets of traits that predict biomass. However, it often remains unclear why a particular set of metabolites is linked with biomass and to what extent the predictive model is applicable beyond a particular growth condition. A panel of 97 genetically diverse Arabidopsis (Arabidopsis thaliana) accessions was grown in near-optimal carbon and nitrogen supply, restricted carbon supply, and restricted nitrogen supply and analyzed for biomass and 54 metabolic traits. Correlation-based metabolic networks were generated from the genotype-dependent variation in each condition to reveal sets of metabolites that show coordinated changes across accessions. The networks were largely specific for a single growth condition. Partial least squares regression from metabolic traits allowed prediction of biomass within and, slightly more weakly, across conditions (cross-validated Pearson correlations in the range of 0.27-0.58 and 0.21-0.51 and P values in the range of <0.001-<0.13 and <0.001-<0.023, respectively). Metabolic traits that correlate with growth or have a high weighting in the partial least squares regression were mainly condition specific and often related to the resource that restricts growth under that condition. Linear mixed-model analysis using the combined metabolic traits from all growth conditions as an input indicated that inclusion of random effects for the conditions improves predictions of biomass. Thus, robust prediction of biomass across a range of conditions requires condition-specific measurement of metabolic traits to take account of environment-dependent changes of the underlying networks. Y1 - 2013 U6 - https://doi.org/10.1104/pp.112.210104 SN - 0032-0889 SN - 1532-2548 VL - 162 IS - 1 SP - 347 EP - 363 PB - American Society of Plant Physiologists CY - Rockville ER - TY - JOUR A1 - Martins, Marina Camara Mattos A1 - Hejazi, Mahdi A1 - Fettke, Jörg A1 - Steup, Martin A1 - Feil, Regina A1 - Krause, Ursula A1 - Arrivault, Stephanie A1 - Vosloh, Daniel A1 - Figueroa, Carlos Maria A1 - Ivakov, Alexander A1 - Yadav, Umesh Prasad A1 - Piques, Maria A1 - Metzner, Daniela A1 - Stitt, Mark A1 - Lunn, John Edward T1 - Feedback inhibition of starch degradation in arabidopsis leaves mediated by trehalose 6-phosphate JF - Plant physiology : an international journal devoted to physiology, biochemistry, cellular and molecular biology, biophysics and environmental biology of plants N2 - Many plants accumulate substantial starch reserves in their leaves during the day and remobilize them at night to provide carbon and energy for maintenance and growth. In this paper, we explore the role of a sugar-signaling metabolite, trehalose-6-phosphate (Tre6P), in regulating the accumulation and turnover of transitory starch in Arabidopsis (Arabidopsis thaliana) leaves. Ethanol-induced overexpression of trehalose-phosphate synthase during the day increased Tre6P levels up to 11-fold. There was a transient increase in the rate of starch accumulation in the middle of the day, but this was not linked to reductive activation of ADP-glucose pyrophosphorylase. A 2- to 3-fold increase in Tre6P during the night led to significant inhibition of starch degradation. Maltose and maltotriose did not accumulate, suggesting that Tre6P affects an early step in the pathway of starch degradation in the chloroplasts. Starch granules isolated from induced plants had a higher orthophosphate content than granules from noninduced control plants, consistent either with disruption of the phosphorylation-dephosphorylation cycle that is essential for efficient starch breakdown or with inhibition of starch hydrolysis by beta-amylase. Nonaqueous fractionation of leaves showed that Tre6P is predominantly located in the cytosol, with estimated in vivo Tre6P concentrations of 4 to 7 mu M in the cytosol, 0.2 to 0.5 mu M in the chloroplasts, and 0.05 mu M in the vacuole. It is proposed that Tre6P is a component in a signaling pathway that mediates the feedback regulation of starch breakdown by sucrose, potentially linking starch turnover to demand for sucrose by growing sink organs at night. Y1 - 2013 U6 - https://doi.org/10.1104/pp.113.226787 SN - 0032-0889 SN - 1532-2548 VL - 163 IS - 3 SP - 1142 EP - 1163 PB - American Society of Plant Physiologists CY - Rockville ER -