scholarly journals The metabolic origins of non-photorespiratory CO2 release during photosynthesis: A metabolic flux analysis

2021 ◽  
Author(s):  
Yuan Xu ◽  
Xinyu Fu ◽  
Thomas D Sharkey ◽  
Yair Shachar-Hill ◽  
Berkley J Walker
Keyword(s):  
Gas Exchange ◽  
Goodness Of Fit ◽  
Time Course ◽  
Metabolic Flux ◽  
Carbon Fixation ◽  
Tca Cycle ◽  
Isotopic Labeling ◽  
Pentose Phosphate ◽  
Flux Analysis ◽  
Oilseed Crop

Abstract Respiration in the light (RL) releases CO2 in photosynthesizing leaves and is a phenomenon that occurs independently from photorespiration. Since RL lowers net carbon fixation, understanding RL could help improve plant carbon-use efficiency and models of crop photosynthesis. Although RL was identified more than 75 years ago, its biochemical mechanisms remain unclear. To identify reactions contributing to RL, we mapped metabolic fluxes in photosynthesizing source leaves of the oilseed crop and model plant camelina (Camelina sativa). We performed a flux analysis using isotopic labeling patterns of central metabolites during 13CO2 labeling time course, gas exchange and carbohydrate production rate experiments. To quantify the contributions of multiple potential CO2 sources with statistical and biological confidence, we increased the number of metabolites measured and reduced biological and technical heterogeneity by using single mature source leaves and quickly quenching metabolism by directly injecting liquid N2; we then compared the goodness-of-fit between these data and data from models with alternative metabolic network structures and constraints. Our analysis predicted that RL releases 5.2 μmol CO2 g−1 FW hr−1 of CO2, which is relatively consistent with a value of 9.3 μmol CO2 g−1 FW hr−1 measured by CO2 gas exchange. The results indicated that ≤10% of RL results from TCA cycle reactions, which are widely considered to dominate RL. Further analysis of the results indicated that oxidation of glucose-6-phosphate to pentose phosphate via 6-phosphogluconate (the G6P/OPP shunt) can account for >93% of CO2 released by RL.

scholarly journals Metabolic Fluxes in Corynebacterium glutamicum during Lysine Production with Sucrose as Carbon Source

2004 ◽  
Vol 70 (12) ◽  
pp. 7277-7287 ◽  
Author(s):  
Christoph Wittmann ◽  
Patrick Kiefer ◽  
Oskar Zelder
Keyword(s):  
Carbon Source ◽  
Corynebacterium Glutamicum ◽  
Metabolic Flux ◽  
Tca Cycle ◽  
Pentose Phosphate ◽  
Flux Analysis ◽  
Phosphotransferase System ◽  
Lysine Production ◽  
Metabolic Fluxes ◽  
Fructose 1,6 Bisphosphate

ABSTRACT Metabolic fluxes in the central metabolism were determined for lysine-producing Corynebacterium glutamicum ATCC 21526 with sucrose as a carbon source, providing an insight into molasses-based industrial production processes with this organism. For this purpose, 13C metabolic flux analysis with parallel studies on [1-13CFru]sucrose, [1-13CGlc]sucrose, and [13C6 Fru]sucrose was carried out. C. glutamicum directed 27.4% of sucrose toward extracellular lysine. The strain exhibited a relatively high flux of 55.7% (normalized to an uptake flux of hexose units of 100%) through the pentose phosphate pathway (PPP). The glucose monomer of sucrose was completely channeled into the PPP. After transient efflux, the fructose residue was mainly taken up by the fructose-specific phosphotransferase system (PTS) and entered glycolysis at the level of fructose-1,6-bisphosphate. Glucose-6-phosphate isomerase operated in the gluconeogenetic direction from fructose-6-phosphate to glucose-6-phosphate and supplied additional carbon (7.2%) from the fructose part of the substrate toward the PPP. This involved supply of fructose-6-phosphate from the fructose part of sucrose either by PTSMan or by fructose-1,6-bisphosphatase. C. glutamicum further exhibited a high tricarboxylic acid (TCA) cycle flux of 78.2%. Isocitrate dehydrogenase therefore significantly contributed to the total NADPH supply of 190%. The demands for lysine (110%) and anabolism (32%) were lower than the supply, resulting in an apparent NADPH excess. The high TCA cycle flux and the significant secretion of dihydroxyacetone and glycerol display interesting targets to be approached by genetic engineers for optimization of the strain investigated.

68 Flux analysis of aerobic glycolysis in bovine blastocysts and CT1 cells

2019 ◽  
Vol 31 (1) ◽  
pp. 159
Author(s):  
J. Chung ◽  
R. Clifford ◽  
G. Sriram ◽  
C. Keefer
Keyword(s):  
Mass Spectrometry ◽  
Gas Chromatography ◽  
Metabolic Flux ◽  
Aerobic Glycolysis ◽  
Carbon Sources ◽  
Pentose Phosphate ◽  
Gas Chromatography Mass Spectrometry ◽  
Flux Analysis ◽  
Metabolic Modelling ◽  
Chromatography Mass Spectrometry

Embryo quality and maternal recognition are crucial for successful initiation of bovine pregnancy. Previous studies have proposed that better quality embryos use aerobic glycolysis to meet a high demand for biomass components. While hexoses are the principal carbon sources that provide energy to glycolysis, little is known about partitioning of hexoses into metabolic pathways or alteration of partitioning when different hexoses are simultaneously available. Specific metabolic utilisation of 13C-labelled substrates can be quantified by gas chromatography-mass spectrometry, an excellent noninvasive approach for studying cellular metabolism. To assess hexose flux through central metabolism, bovine blastocysts and CT1 cells (a bovine trophectoderm cell line) were cultured in SOF-based media supplemented with combinations of 50% uniformly labelled (U) and 50% naturally abundant (NA) glucose (Glc) or fructose (Fru) (U−13C Glc+NA Glc, U−13C Fru+NA Fru, U−13C Glc+NA Fru, and U−13C Fru+NA Glc), such that total hexose concentration was 1.5mM. Metabolites in spent media from 24-h cultures of single or 5 blastocysts (40-μL drops; 5% CO2, 5% O2, 90% N2) and 1-, 2-, 3-, 6-, 8-, and 24-h incubations of CT1 cells (150 μL; ~3×104 cells per well; 5% CO2, 95% air) were extracted with a MeOH-CHCl3 reagent, derivatized, and analysed by gas chromatography-mass spectrometry. Measurement of mass isotopomer distributions of metabolites, chiefly pyruvate, lactate, and amino acids, followed by correction for natural abundances and metabolic modelling, revealed several insights. For instance, five Day 7 or Day 8 blastocysts (Day 0=fertilization) supplied with U−13C Glc+NA Fru displayed 13C enrichments of 80.3%±1.4% for pyruvate and 71.6%±2.8% for lactate, whereas when supplied with U−13C Fru+NA Glc, they displayed lower 13C enrichments of 5.7%±2.4% for pyruvate and 2.8%±0.4% lactate (mean±standard deviation, n=3 to 4). Metabolic modelling revealed that when Glc and Fru are simultaneously available, the blastocysts used 2.5±0.2 moles of Fru per 100 moles of Glc used. Furthermore, 13C enrichment of pyruvate was 42.0±0.6% when U−13C Glc+NA Glc was supplied and 37.8±2.7% when U−13C Fru+NA Fru was supplied. Lactate enrichments followed a similar trend. This indicates that, individually, Glc and Fru were utilised majorly through aerobic glycolysis with some involvement of the pentose phosphate pathway. Alanine was negligibly labelled in all of the experiments, suggesting either a low TCA flux or that alanine is diluted by extra- or intracellular amino or fatty acids. Single blastocysts and CT1 cells showed a similar labelling pattern when hexoses were available. Following Glc depletion at 8h in CT1 cultures, the 13C enrichments of alanine and citrate in the media increased, suggesting a sharp alteration of metabolic state. These findings demonstrate that metabolic flux can be comprehensively analysed for single bovine blastocysts and CT1 cell metabolism models that of the blastocyst. This project was supported by Agriculture and Food Research Initiative Competitive Grant no. 2015-67015-23237 from the USDA National Institute of Food and Agriculture.

scholarly journals Combined Fluxomics and Transcriptomics Analysis of Glucose Catabolism via a Partially Cyclic Pentose Phosphate Pathway in Gluconobacter oxydans 621H

2013 ◽  
Vol 79 (7) ◽  
pp. 2336-2348 ◽  
Author(s):  
Tanja Hanke ◽  
Katharina Nöh ◽  
Stephan Noack ◽  
Tino Polen ◽  
Stephanie Bringer ◽  
...  
Keyword(s):  
Phase Ii ◽  
Growth Phase ◽  
Pentose Phosphate Pathway ◽  
Metabolic Flux ◽  
Glucose Dehydrogenase ◽  
Gluconobacter Oxydans ◽  
Pentose Phosphate ◽  
Flux Analysis ◽  
Content Type ◽  
Activity Measurements

ABSTRACTIn this study, the distribution and regulation of periplasmic and cytoplasmic carbon fluxes inGluconobacter oxydans621H with glucose were studied by13C-based metabolic flux analysis (13C-MFA) in combination with transcriptomics and enzyme assays. For13C-MFA, cells were cultivated with specifically13C-labeled glucose, and intracellular metabolites were analyzed for their labeling pattern by liquid chromatography-mass spectrometry (LC-MS). In growth phase I, 90% of the glucose was oxidized periplasmically to gluconate and partially further oxidized to 2-ketogluconate. Of the glucose taken up by the cells, 9% was phosphorylated to glucose 6-phosphate, whereas 91% was oxidized by cytoplasmic glucose dehydrogenase to gluconate. Additional gluconate was taken up into the cells by transport. Of the cytoplasmic gluconate, 70% was oxidized to 5-ketogluconate and 30% was phosphorylated to 6-phosphogluconate. In growth phase II, 87% of gluconate was oxidized to 2-ketogluconate in the periplasm and 13% was taken up by the cells and almost completely converted to 6-phosphogluconate. SinceG. oxydanslacks phosphofructokinase, glucose 6-phosphate can be metabolized only via the oxidative pentose phosphate pathway (PPP) or the Entner-Doudoroff pathway (EDP).13C-MFA showed that 6-phosphogluconate is catabolized primarily via the oxidative PPP in both phases I and II (62% and 93%) and demonstrated a cyclic carbon flux through the oxidative PPP. The transcriptome comparison revealed an increased expression of PPP genes in growth phase II, which was supported by enzyme activity measurements and correlated with the increased PPP flux in phase II. Moreover, genes possibly related to a general stress response displayed increased expression in growth phase II.

TAMI-80. CELLULAR METABOLISM IN DIFFUSE INTRINSIC PONTINE GLIOMA

2021 ◽  
Vol 23 (Supplement_6) ◽  
pp. vi215-vi215
Author(s):  
Omkar Ijare ◽  
Jeanne Manalo ◽  
Martyn Sharpe ◽  
David Baskin ◽  
Kumar Pichumani
Keyword(s):  
Metabolic Flux ◽  
Treatment Strategies ◽  
Cellular Metabolism ◽  
Tca Cycle ◽  
Pediatric Brain Tumors ◽  
Diffuse Intrinsic Pontine Glioma ◽  
Glutamine Metabolism ◽  
Flux Analysis ◽  
Pontine Glioma ◽  
Carboxylation Pathway

Abstract Diffuse intrinsic pontine glioma (DIPG) is an aggressive form of brain tumor in children, comprising >10% of all pediatric brain tumors. The median survival after diagnosis is < 1 year. Since DIPG tumors infiltrate brainstem and pons, they are inoperable. Currently radiotherapy is the mainstay of treatment, and there is a great need for novel therapies for the treatment of DIPG. Cellular metabolism plays a key role in carcinogenesis, unravelling active metabolic pathways in DIPG would help in developing targeted therapies. Glucose and glutamine are the two major nutrients necessary for the growth and proliferation of cancer cells. In this study, we have investigated the glucose and glutamine metabolism in SF8628 DIPG cells using 1H/13C NMR and GC-MS based metabolic flux analysis. SF8628 cells were grown in DMEM containing 11.0 mM glucose, supplemented with 10% FBS, and 2.0 mM glutamine at 37 °C under humidified air and 5% CO2. When cells reached confluency (replicates = 4), treated with 11.0 mM [U-13C]glucose or 4.0 mM glutamine in DMEM (supplemented with 10% FBS). After 24 h, cells were harvested for NMR/GC-MS analysis. The 13C-isotopomer analysis revealed that SF8628 cells produced 25.26 ± 10.63% acetyl-CoA from [U-13C]glucose which is ~3.7 times higher than that produced from GBM cells (6.83 ± 0.76%; our previous work), suggesting that DIPGs are metabolically very active. [U-13C]glutamine metabolism showed that DIPG cells also have an active TCA cycle metabolism (citrate M+4; 40.07 ± 1.06%) and moderately active reductive carboxylation pathway (citrate M+5; 10.59 ± 1.13%). Inhibition of both glycolytic and glutaminolysis pathways will be valuable in developing treatment strategies for DIPGs and these studies are in progress.

Isotopic tracing with carbon-13 in primary hepatocytes

2019 ◽  
Author(s):  
Katherine A Overmyer
Keyword(s):  
Culture Medium ◽  
Metabolic Flux ◽  
Isotopic Labeling ◽  
Flux Analysis ◽  
Isotopic Enrichment ◽  
Primary Hepatocytes ◽  
Expected Time ◽  
Isotopic Tracing ◽  
Intracellular Metabolism ◽  
Genetic Mutants

Abstract Isotopic labeling is commonly applied for investigating intracellular metabolism. The general workflow is to first introduce isotopically-labeled metabolites into the culture medium, then at defined time points wash and harvest cells, process samples for metabolomics analysis, and analyze the samples for isotopic enrichment in specified metabolite pools. Here we apply this technique to primary hepatocytes from mice. We introduce either 13C5 glutamine or 13C6 glucose at the typical media concentrations, 1:1 replacing the 12C version with 13C version. Cells are harvested at 0 and 30 min after isotope introduction, metabolites are extracted and then analyzed by GC-MS and LC-MS. The resulting data are used to compare relative 13C isotopic labeling in metabolites between different genetic mutants. This strategy is not suitable for directly quantifying metabolic flux (i.e., Metabolic flux analysis), but is useful for describing relative metabolic flux between two models. The expected time to complete is ~3-5 days.

Flux profile and modularity analysis of time-dependent metabolic changes of de novo adipocyte formation

2007 ◽  
Vol 292 (6) ◽  
pp. E1637-E1646 ◽  
Author(s):  
Yaguang Si ◽  
Jeongah Yoon ◽  
Kyongbum Lee
Keyword(s):  
Metabolic Flux ◽  
Type I Collagen ◽  
De Novo ◽  
Cell Number ◽  
Pentose Phosphate ◽  
Gene Profiling ◽  
Flux Analysis ◽  
Type I ◽  
White Adipocyte ◽  
Modularity Analysis

White adipose tissue (WAT) mass is the main determinant of obesity and associated health risks. WAT expansion results from increases in white adipocyte cell number and size, which in turn reflect a series of shifts in the cellular metabolic state. To quantitatively profile the metabolic alterations occurring during de novo adipocyte formation, metabolic flux analysis (MFA) was used in conjunction with a novel modularity analysis algorithm on differentiating 3T3-L1 preadipocytes. Use of a type I collagen gel as an effective long-term culture substrate was also assessed. The calculated flux distributions predicted the sequential activation of several intracellular cross-compartmental pathways, including lipogenesis, the pentose phosphate pathway, and the malate cycle, in good agreement with earlier isotopic tracer experiments and gene profiling studies. Partition of the adipocyte metabolic network into highly interacting reaction subgroups suggested a functional reorganization of the major pathways consistent with the lipid-loading phenotype of the adipocyte. Flux and modularity analysis results together point to the flux distribution around pyruvate as a key indicator of adipocyte lipid accumulation.

scholarly journals Shewanella oneidensis MR-1 Fluxome under Various Oxygen Conditions

2006 ◽  
Vol 73 (3) ◽  
pp. 718-729 ◽  
Author(s):  
Yinjie J. Tang ◽  
Judy S. Hwang ◽  
David E. Wemmer ◽  
Jay D. Keasling
Keyword(s):  
Metabolic Pathway ◽  
Uptake Rate ◽  
Shake Flask ◽  
Metabolic Flux ◽  
Environmental Changes ◽  
Shewanella Oneidensis ◽  
Tca Cycle ◽  
Shake Flask Culture ◽  
Flux Analysis ◽  
Lactate Uptake

ABSTRACT The central metabolic fluxes of Shewanella oneidensis MR-1 were examined under carbon-limited (aerobic) and oxygen-limited (microaerobic) chemostat conditions, using 13C-labeled lactate as the sole carbon source. The carbon labeling patterns of key amino acids in biomass were probed using both gas chromatography-mass spectrometry (GC-MS) and 13C nuclear magnetic resonance (NMR). Based on the genome annotation, a metabolic pathway model was constructed to quantify the central metabolic flux distributions. The model showed that the tricarboxylic acid (TCA) cycle is the major carbon metabolism route under both conditions. The Entner-Doudoroff and pentose phosphate pathways were utilized primarily for biomass synthesis (with a flux below 5% of the lactate uptake rate). The anaplerotic reactions (pyruvate to malate and oxaloacetate to phosphoenolpyruvate) and the glyoxylate shunt were active. Under carbon-limited conditions, a substantial amount (9% of the lactate uptake rate) of carbon entered the highly reversible serine metabolic pathway. Under microaerobic conditions, fluxes through the TCA cycle decreased and acetate production increased compared to what was found for carbon-limited conditions, and the flux from glyoxylate to glycine (serine-glyoxylate aminotransferase) became measurable. Although the flux distributions under aerobic, microaerobic, and shake flask culture conditions were different, the relative flux ratios for some central metabolic reactions did not differ significantly (in particular, between the shake flask and aerobic-chemostat groups). Hence, the central metabolism of S. oneidensis appears to be robust to environmental changes. Our study also demonstrates the merit of coupling GC-MS with 13C NMR for metabolic flux analysis to reduce the use of 13C-labeled substrates and to obtain more-accurate flux values.

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