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1.
Plant Physiol ; 188(2): 1229-1247, 2022 02 04.
Article in English | MEDLINE | ID: mdl-34865141

ABSTRACT

In Angiosperms, the development of the vascular system is controlled by a complex network of transcription factors. However, how nutrient availability in the vascular cells affects their development remains to be addressed. At the cellular level, cytosolic sugar availability is regulated mainly by sugar exchanges at the tonoplast through active and/or facilitated transport. In Arabidopsis (Arabidopsis thaliana), among the genes encoding tonoplastic transporters, SUGAR WILL EVENTUALLY BE EXPORTED TRANSPORTER 16 (SWEET16) and SWEET17 expression has been previously detected in the vascular system. Here, using a reverse genetics approach, we propose that sugar exchanges at the tonoplast, regulated by SWEET16, are important for xylem cell division as revealed in particular by the decreased number of xylem cells in the swt16 mutant and the accumulation of SWEET16 at the procambium-xylem boundary. In addition, we demonstrate that transport of hexoses mediated by SWEET16 and/or SWEET17 is required to sustain the formation of the xylem secondary cell wall. This result is in line with a defect in the xylem cell wall composition as measured by Fourier-transformed infrared spectroscopy in the swt16swt17 double mutant and by upregulation of several genes involved in secondary cell wall synthesis. Our work therefore supports a model in which xylem development partially depends on the exchange of hexoses at the tonoplast of xylem-forming cells.


Subject(s)
Arabidopsis/growth & development , Arabidopsis/genetics , Hexoses/metabolism , Inflorescence/growth & development , Inflorescence/genetics , Xylem/growth & development , Xylem/genetics , Arabidopsis/metabolism , Biological Transport/genetics , Genetic Variation , Genotype , Inflorescence/metabolism , Mutation , Vacuoles/physiology , Xylem/metabolism
2.
Differentiation ; 120: 28-35, 2021.
Article in English | MEDLINE | ID: mdl-34229994

ABSTRACT

The liver is a complex organ composed of several cell types organized hierarchically. Among these, liver sinusoidal endothelial cells (LSECs) are specialized vascular cells known to interact with hepatocytes and hepatic stellate cells (HSCs), and to be involved in the regulation of important hepatic processes in healthy and pathological situations. Protocols for the differentiation of LSECs from human induced pluripotent stem cells, hiPSCs, have been proposed and in-depth analysis by transcriptomic profiling of those cells has been performed. In the present work, an extended analysis of those cells in terms of proteome and metabolome has been implemented. The proteomic analysis confirmed the expression of important endothelial markers and pathways. Among them, the expression of patterns typical of LSECs such as PECAM1, VWF, LYVE1, STAB1 (endothelial markers), CDH13, CDH5, CLDN5, ICAM1, MCAM-CD146, ICAM2, ESAM (endothelial cytoskeleton), NOSTRIN, NOS3 (Nitric Oxide endothelial ROS), ESM1, ENG, MMRN2, THBS1, ANGPT2 (angiogenesis), CD93, MRC1 (mannose receptor), CLEC14A (C-type lectin), CD40 (antigen), and ERG (transcription factor) was highlighted. Besides, the pathway analysis revealed the enrichment of the endocytosis, Toll-like receptor, Nod-like receptor, Wnt, Apelin, VEGF, cGMP-PCK, and PPAR related signaling pathways. Other important pathways such as vasopressin regulated water reabsorption, fluid shear stress, relaxin signaling, and renin secretion were also highlighted. At confluence, the metabolome profile appeared consistent with quiescent endothelial cell patterns. The integration of both proteome and metabolome datasets revealed a switch from fatty acid synthesis in undifferentiated hiPSCs to a fatty oxidation in LSECs and activation of the pentose phosphate pathway and polyamine metabolism in hiPSCs-derived LSECs. In conclusion, the comparison between the signature of LSECs differentiated following the protocol described in this work, and data found in the literature confirmed the particular relevance of these cells for future in vitro applications.


Subject(s)
Cell Differentiation , Endothelial Cells/metabolism , Induced Pluripotent Stem Cells/metabolism , Metabolome , Proteome , Cells, Cultured , Endothelial Cells/cytology , Endothelium, Vascular/cytology , Humans , Induced Pluripotent Stem Cells/cytology , Liver/blood supply , Liver/cytology
3.
Biotechnol Bioeng ; 118(10): 3716-3732, 2021 10.
Article in English | MEDLINE | ID: mdl-33404112

ABSTRACT

Maturation of human-induced pluripotent stem cells (hiPSCs)-derived hepatocytes-like cells (HLCs) toward a complete hepatocyte phenotype remains a challenge as primitiveness patterns are still commonly observed. In this study, we propose a modified differentiation protocol for those cells which includes a prematuration in Petri dishes and a maturation in microfluidic biochip. For the first time, a large range of biomolecular families has been extracted from the same sample to combine transcriptomic, proteomic, and metabolomic analysis. After integration, these datasets revealed specific molecular patterns and highlighted the hepatic regeneration profile in biochips. Overall, biochips exhibited processes of cell proliferation and inflammation (via TGFB1) coupled with anti-fibrotic signaling (via angiotensin 1-7, ATR-2, and MASR). Moreover, cultures in this condition displayed physiological lipid-carbohydrate homeostasis (notably via PPAR, cholesterol metabolism, and bile synthesis) coupled with cell respiration through advanced oxidative phosphorylation (through the overexpression of proteins from the third and fourth complex). The results presented provide an original overview of the complex mechanisms involved in liver regeneration using an advanced in vitro organ-on-chip technology.


Subject(s)
Cell Differentiation , Genomics , Hepatocytes/metabolism , Induced Pluripotent Stem Cells/metabolism , Liver Regeneration , Liver/metabolism , Proteomics , Humans
4.
Differentiation ; 112: 17-26, 2020.
Article in English | MEDLINE | ID: mdl-31869687

ABSTRACT

Human induced pluripotent stem cells (hiPSCs) are potentially an invaluable source of cells for regenerative medicine, disease modeling and drug discovery. However, the differentiation of hiPSCs into fully functional hepatocytes remains a major challenge. Despite the importance of the information carried by metabolomes, the exploitation of metabolomics for characterizing and understanding hiPSC differentiation remains largely unexplored. Here, to increase knowledge of hiPSC maturation into mature hepatocytes, we investigated their metabolomics profiles during sequential step-by-step differentiation: definitive endoderm (DE), specification into hepatocytes (HB-pro (hepatoblast progenitors)), progenitor hepatocytes (Pro-HEP) and mature hepatocyte-like cells (HLCs). Metabolomics analysis illustrated a switch from glycolysis-based respiration in DE step to oxidative phosphorylation in HLCs step. DE was characterized by fatty acid beta oxidation, sorbitol metabolism and pentose phosphate pathway, and glutamine and glucose metabolisms as various potential energy sources. The complex lipid metabolism switch was monitored via the reduction of lipid production from DE to HLCs step, whereas high glycerol production occurred mainly in HLCs. The nitrogen cycle, via urea production, was also a typical mechanism revealed in HLCs step. Our analysis may contribute to better understanding of differentiation and suggest new targets for improving iPSC maturation into functional hepatocytes.


Subject(s)
Cell Differentiation/genetics , Hepatocytes/cytology , Induced Pluripotent Stem Cells/cytology , Metabolome/genetics , Endoderm/growth & development , Endoderm/metabolism , Gene Expression Regulation, Developmental/genetics , Glucose/genetics , Glucose/metabolism , Glutamine/genetics , Glutamine/metabolism , Glycolysis/genetics , Hepatocytes/metabolism , Humans , Induced Pluripotent Stem Cells/metabolism , Lipid Metabolism/genetics , Metabolomics/methods , Oxidative Phosphorylation
5.
Plant J ; 99(1): 163-175, 2019 07.
Article in English | MEDLINE | ID: mdl-30868664

ABSTRACT

Regulation of seed germination by dormancy relies on a complex network of transcriptional and post-transcriptional modifications during seed imbibition that controls seed adaptive responses to environmental cues. High-throughput technologies have brought significant progress in the understanding of this phenomenon and have led to identify major regulators of seed germination, mostly by studying the behaviour of highly differentially expressed genes. However, the actual models of transcriptome analysis cannot catch additive effects of small variations of gene expression in individual signalling or metabolic pathways, which are also likely to control germination. Therefore, the comprehension of the molecular mechanism regulating germination is still incomplete and to gain knowledge about this process we have developed a pathway-based analysis of transcriptomic Arabidopsis datasets, to identify regulatory actors of seed germination. The method allowed quantifying the level of deregulation of a wide range of pathways in dormant versus non-dormant seeds. Clustering pathway deregulation scores of germinating and dormant seed samples permitted the identification of mechanisms involved in seed germination such as RNA transport or vitamin B6 metabolism, for example. Using this method, which was validated by metabolomics analysis, we also demonstrated that Col and Cvi seeds follow different metabolic routes for completing germination, demonstrating the genetic plasticity of this process. We finally provided an extensive basis of analysed transcriptomic datasets that will allow further identification of mechanisms controlling seed germination.


Subject(s)
Arabidopsis/metabolism , Germination/physiology , Seeds/metabolism , Arabidopsis/physiology , Gene Expression Regulation, Plant/genetics , Gene Expression Regulation, Plant/physiology , Germination/genetics , Plant Dormancy/genetics , Plant Dormancy/physiology , Seeds/physiology , Transcriptome/genetics
6.
Plant J ; 98(5): 826-841, 2019 06.
Article in English | MEDLINE | ID: mdl-30735596

ABSTRACT

Mycoheterotrophic plants have lost photosynthesis and obtain carbon through mycorrhizal fungi colonizing their roots. They are likely to have evolved from mixotrophic ancestors, which rely on both photosynthesis and fungal carbon for their development. Whereas our understanding of the ecological and genomic changes associated with the evolutionary shift to mycoheterotrophy is deepening, little information is known about the specific metabolic and physiological features driving this evolution. We investigated this issue in naturally occurring achlorophyllous variants of temperate mixotrophic orchids. We carried out an integrated transcriptomic and metabolomic analysis of the response to achlorophylly in the leaves of three mixotrophic species sampled in natura. Achlorophyllous leaves showed major impairment of their photosynthetic and mineral nutrition functions, strong accumulation of free amino acids, overexpression of enzymes and transporters related to sugars, amino acids and fatty acid catabolism, as well as induction of some autophagy-related and biotic stress genes. Such changes were reminiscent of these reported for variegated leaves and appeared to be symptomatic of a carbon starvation response. Rather than decisive metabolic innovations, we suggest that the evolution towards mycoheterotrophy in orchids is more likely to be reliant on the versatility of plant metabolism and an ability to exploit fungal organic resources, especially amino acids, to replace missing photosynthates.


Subject(s)
Gene Expression Profiling/methods , Metabolomics/methods , Orchidaceae/genetics , Photosynthesis , Plant Leaves/genetics , Plant Roots/genetics , Amino Acids/metabolism , Biological Evolution , Carbon/metabolism , Fatty Acids/metabolism , Mycorrhizae/physiology , Orchidaceae/metabolism , Orchidaceae/microbiology , Plant Leaves/metabolism , Plant Leaves/microbiology , Plant Roots/metabolism , Plant Roots/microbiology , Symbiosis
7.
J Bacteriol ; 201(17)2019 09 01.
Article in English | MEDLINE | ID: mdl-31182497

ABSTRACT

Soil bacteria called rhizobia trigger the formation of root nodules on legume plants. The rhizobia infect these symbiotic organs and adopt an intracellular lifestyle within the nodule cells, where they differentiate into nitrogen-fixing bacteroids. Several legume lineages force their symbionts into an extreme cellular differentiation, comprising cell enlargement and genome endoreduplication. The antimicrobial peptide transporter BclA is a major determinant of this process in Bradyrhizobium sp. strain ORS285, a symbiont of Aeschynomene spp. In the absence of BclA, the bacteria proceed until the intracellular infection of nodule cells, but they cannot differentiate into enlarged polyploid and functional bacteroids. Thus, the bclA nodule bacteria constitute an intermediate stage between the free-living soil bacteria and the nitrogen-fixing bacteroids. Metabolomics on whole nodules of Aeschynomene afraspera and Aeschynomene indica infected with the wild type or the bclA mutant revealed 47 metabolites that differentially accumulated concomitantly with bacteroid differentiation. Bacterial transcriptome analysis of these nodules demonstrated that the intracellular settling of the rhizobia in the symbiotic nodule cells is accompanied by a first transcriptome switch involving several hundred upregulated and downregulated genes and a second switch accompanying the bacteroid differentiation, involving fewer genes but ones that are expressed to extremely elevated levels. The transcriptomes further suggested a dynamic role for oxygen and redox regulation of gene expression during nodule formation and a nonsymbiotic function of BclA. Together, our data uncover the metabolic and gene expression changes that accompany the transition from intracellular bacteria into differentiated nitrogen-fixing bacteroids.IMPORTANCE Legume-rhizobium symbiosis is a major ecological process, fueling the biogeochemical nitrogen cycle with reduced nitrogen. It also represents a promising strategy to reduce the use of chemical nitrogen fertilizers in agriculture, thereby improving its sustainability. This interaction leads to the intracellular accommodation of rhizobia within plant cells of symbiotic organs, where they differentiate into nitrogen-fixing bacteroids. In specific legume clades, this differentiation process requires the bacterial transporter BclA to counteract antimicrobial peptides produced by the host. Transcriptome analysis of Bradyrhizobium wild-type and bclA mutant bacteria in culture and in symbiosis with Aeschynomene host plants dissected the bacterial transcriptional response in distinct phases and highlighted functions of the transporter in the free-living stage of the bacterial life cycle.


Subject(s)
Bradyrhizobium/metabolism , Fabaceae/microbiology , Metabolome , Root Nodules, Plant/microbiology , Transcriptome , Bacterial Proteins/metabolism , Bradyrhizobium/genetics , Gene Expression Regulation, Bacterial/physiology , Nitrogen Fixation
8.
Plant Physiol ; 174(2): 1238-1249, 2017 06.
Article in English | MEDLINE | ID: mdl-28400495

ABSTRACT

Mitogen-activated protein kinases (MAPKs) are important regulators of plant immunity. Most of the knowledge about the function of these pathways is derived from loss-of-function approaches. Using a gain-of-function approach, we investigated the responses controlled by a constitutively active (CA) MPK3 in Arabidopsis thalianaCA-MPK3 plants are dwarfed and display a massive derepression of defense genes associated with spontaneous cell death as well as the accumulation of reactive oxygen species, phytoalexins, and the stress-related hormones ethylene and salicylic acid (SA). Remarkably CA-MPK3/sid2 and CA-MPK3/ein2-50 lines, which are impaired in SA synthesis and ethylene signaling, respectively, retain most of the CA-MPK3-associated phenotypes, indicating that the constitutive activity of MPK3 can bypass SA and ethylene signaling to activate defense responses. A comparative analysis of the molecular phenotypes of CA-MPK3 and mpk4 autoimmunity suggested convergence between the MPK3- and MPK4-guarding modules. In support of this model, CA-MPK3 crosses with summ1 and summ2, two known suppressors of mpk4, resulted in a partial reversion of the CA-MPK3 phenotypes. Overall, our data unravel a novel mechanism by which the MAPK signaling network contributes to a robust defense-response system.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/enzymology , Arabidopsis/immunology , Carrier Proteins/metabolism , Disease Resistance , Mitogen-Activated Protein Kinase Kinases/metabolism , Salicylic Acid/metabolism , Arabidopsis/drug effects , Cell Death/drug effects , Enzyme Activation/drug effects , Ethylenes/metabolism , Flagellin/pharmacology , Genes, Plant , Indoles/metabolism , Metabolome/drug effects , Models, Biological , Mutation/genetics , Pathogen-Associated Molecular Pattern Molecules/metabolism , Phenotype , Plant Immunity/drug effects , Plants, Genetically Modified , Reactive Oxygen Species/metabolism , Scopoletin/metabolism , Signal Transduction/drug effects , Stress, Physiological/genetics , Thiazoles/metabolism
9.
Plant Physiol ; 173(1): 434-455, 2017 01.
Article in English | MEDLINE | ID: mdl-27852950

ABSTRACT

Plant mutants for genes encoding subunits of mitochondrial complex I (CI; NADH:ubiquinone oxidoreductase), the first enzyme of the respiratory chain, display various phenotypes depending on growth conditions. Here, we examined the impact of photoperiod, a major environmental factor controlling plant development, on two Arabidopsis (Arabidopsis thaliana) CI mutants: a new insertion mutant interrupted in both ndufs8.1 and ndufs8.2 genes encoding the NDUFS8 subunit and the previously characterized ndufs4 CI mutant. In the long day (LD) condition, both ndufs8.1 and ndufs8.2 single mutants were indistinguishable from Columbia-0 at phenotypic and biochemical levels, whereas the ndufs8.1 ndufs8.2 double mutant was devoid of detectable holo-CI assembly/activity, showed higher alternative oxidase content/activity, and displayed a growth retardation phenotype similar to that of the ndufs4 mutant. Although growth was more affected in ndufs4 than in ndufs8.1 ndufs8.2 under the short day (SD) condition, both mutants displayed a similar impairment of growth acceleration after transfer to LD compared with the wild type. Untargeted and targeted metabolomics showed that overall metabolism was less responsive to the SD-to-LD transition in mutants than in the wild type. The typical LD acclimation of carbon and nitrogen assimilation as well as redox-related parameters was not observed in ndufs8.1 ndufs8 Similarly, NAD(H) content, which was higher in the SD condition in both mutants than in Columbia-0, did not adjust under LD We propose that altered redox homeostasis and NAD(H) content/redox state control the phenotype of CI mutants and photoperiod acclimation in Arabidopsis.


Subject(s)
Arabidopsis Proteins/genetics , Arabidopsis/physiology , Electron Transport Complex I/genetics , Photoperiod , Antioxidants/metabolism , Arabidopsis/genetics , Arabidopsis Proteins/metabolism , Carbon/metabolism , Electron Transport Complex I/metabolism , Gene Expression Regulation, Plant , Light , Mutation , Nitrogen/metabolism , Plant Leaves/genetics , Plant Leaves/metabolism
10.
J Appl Toxicol ; 38(8): 1121-1134, 2018 08.
Article in English | MEDLINE | ID: mdl-29659035

ABSTRACT

Despite the diversity of studies on pesticide toxicities, there is a serious lack of information concerning the toxic effect of pesticides mixtures. Dichlorodiphenyl-trichloroethane (DDT) and permethrin (PMT) are among the most prevalent pesticides in the environment and have been the subject of several toxicological studies. However, there are no data on the toxicity of their mixtures. In this study, we used an approach combining cell culture in microfluidic biochips with gas chromatography-mass spectrometry metabolomics profiling to investigate the biomarkers of toxicity of DDT, PMT and their mixtures. All parameters observed indicated that no significant effect was observed in hepatocytes cultures exposed to low doses (15 µm) of DDT and PMT. Conversely, combined low doses induce moderate oxidative stress and cell death. The toxic signature of high doses of pesticides (150 µm) was illustrated by severe oxidative stress and cell mortality. Metabolomics profiling revealed that hepatocytes exposure to DDT150, PMT150 and DDT150 and PMT150 cause important modulation in intermediates of glutathione pathway and tricarboxylic acid cycle, amino acids and metabolites associated to hepatic necrosis and inflammation (α-ketoglutarate, arginine and 2-hydroxybutyrate). These changes were more striking in the combined group. Finally, DDT150 led to a significant increase of benzoate, decanoate, octanoate, palmitate, stearate and tetradecanoate, which illustrates the estrogen modulation. This study demonstrates the potential of metabolomics-on-a-chip approach to improve knowledge on the mode of action of pesticides.


Subject(s)
DDT/toxicity , Hepatocytes/drug effects , Hepatocytes/metabolism , Metabolomics/methods , Permethrin/toxicity , Pesticides/toxicity , Animals , Biomarkers/analysis , Cell Survival/drug effects , Cells, Cultured , Dose-Response Relationship, Drug , Drug Synergism , Gas Chromatography-Mass Spectrometry , Hepatocytes/pathology , Lab-On-A-Chip Devices , Oxidative Stress/drug effects , Primary Cell Culture , Rats, Sprague-Dawley
11.
Int J Mol Sci ; 19(8)2018 Aug 20.
Article in English | MEDLINE | ID: mdl-30127315

ABSTRACT

Dormancy is an adaptive trait that blocks seed germination until the environmental conditions become favorable for subsequent vegetative plant growth. Seed dormancy is defined as the inability to germinate in favorable conditions. Dormancy is alleviated during after-ripening, a dry storage period, during which dormant (D) seeds unable to germinate become non-dormant (ND), able to germinate in a wide range of environmental conditions. The treatment of dormant seeds with ethylene (D/ET) promotes seed germination, and abscisic acid (ABA) treatment reduces non-dormant (ND/ABA) seed germination in sunflowers (Helianthus annuus). Metabolomic and transcriptomic studies have been performed during imbibition to compare germinating seeds (ND and D/ET) and low-germinating seeds (D and ND/ABA). A PCA analysis of the metabolites content showed that imbibition did not trigger a significant change during the first hours (3 and 15 h). The metabolic changes associated with germination capacity occurred at 24 h and were related to hexoses, as their content was higher in ND and D/ET and was reduced by ABA treatment. At the transcriptional level, a large number of genes were altered oppositely in germinating, compared to the low-germinating seeds. The metabolomic and transcriptomic results were integrated in the interpretation of the processes involved in germination. Our results show that ethylene treatment triggers molecular changes comparable to that of after-ripening treatment, concerning sugar metabolism and ABA signaling inhibition.


Subject(s)
Ethylenes/metabolism , Germination , Helianthus/growth & development , Plant Growth Regulators/metabolism , Seeds/growth & development , Gene Expression Regulation, Plant , Helianthus/genetics , Helianthus/metabolism , Metabolome , Plant Dormancy , Seeds/genetics , Seeds/metabolism , Transcriptome
12.
Plant Cell ; 25(10): 4195-208, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24151294

ABSTRACT

Cardiolipin (CL) is the signature phospholipid of the mitochondrial inner membrane. In animals and yeast (Saccharomyces cerevisiae), CL depletion affects the stability of respiratory supercomplexes and is thus crucial to the energy metabolism of obligate aerobes. In eukaryotes, the last step of CL synthesis is catalyzed by CARDIOLIPIN SYNTHASE (CLS), encoded by a single-copy gene. Here, we characterize a cls mutant in Arabidopsis thaliana, which is devoid of CL. In contrast to yeast cls, where development is little affected, Arabidopsis cls seedlings are slow developing under short-day conditions in vitro and die if they are transferred to long-day (LD) conditions. However, when transferred to soil under LD conditions under low light, cls plants can reach the flowering stage, but they are not fertile. The cls mitochondria display abnormal ultrastructure and reduced content of respiratory complex I/complex III supercomplexes. The marked accumulation of tricarboxylic acid cycle derivatives and amino acids demonstrates mitochondrial dysfunction. Mitochondrial and chloroplastic antioxidant transcripts are overexpressed in cls leaves, and cls protoplasts are more sensitive to programmed cell death effectors, UV light, and heat shock. Our results show that CLS is crucial for correct mitochondrial function and development in Arabidopsis under both optimal and stress conditions.


Subject(s)
Arabidopsis Proteins/physiology , Arabidopsis/enzymology , Membrane Proteins/physiology , Mitochondria/ultrastructure , Transferases (Other Substituted Phosphate Groups)/physiology , Antioxidants/metabolism , Apoptosis , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis Proteins/genetics , Cardiolipins/chemistry , DNA, Bacterial , Light , Membrane Proteins/genetics , Mitochondrial Membranes/chemistry , Mutagenesis, Insertional , Protoplasts/enzymology , Seedlings/growth & development , Stress, Physiological , Transferases (Other Substituted Phosphate Groups)/genetics
13.
Plant Cell Environ ; 38(12): 2780-94, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26081746

ABSTRACT

C sink/source balance and N assimilation have been identified as target processes conditioning crop responsiveness to elevated CO2 . However, little is known about phenology-driven modifications of C and N primary metabolism at elevated CO2 in cereals such as wheat. Here, we examined the differential effect of elevated CO2 at two development stages (onset of flowering, onset of grain filling) in durum wheat (Triticum durum, var. Sula) using physiological measurements (photosynthesis, isotopes), metabolomics, proteomics and (15) N labelling. Our results show that growth at elevated CO2 was accompanied by photosynthetic acclimation through a lower internal (mesophyll) conductance but no significant effect on Rubisco content, maximal carboxylation or electron transfer. Growth at elevated CO2 altered photosynthate export and tended to accelerate leaf N remobilization, which was visible for several proteins and amino acids, as well as lysine degradation metabolism. However, grain biomass produced at elevated CO2 was larger and less N rich, suggesting that nitrogen use efficiency rather than photosynthesis is an important target for improvement, even in good CO2 -responsive cultivars.


Subject(s)
Carbon Dioxide/pharmacology , Carbon/metabolism , Triticum/physiology , Acclimatization , Biomass , Edible Grain , Electron Transport , Lysine/metabolism , Metabolomics , Nitrogen/metabolism , Photosynthesis , Plant Leaves/drug effects , Plant Leaves/physiology , Ribulose-Bisphosphate Carboxylase/metabolism , Triticum/drug effects
14.
Plant Cell Environ ; 37(1): 54-69, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23639116

ABSTRACT

[FeFe]-hydrogenase-like genes encode [Fe4 S4]-containing proteins that are ubiquitous in eukaryotic cells. In humans, iron-only hydrogenase-like protein 1 (IOP1) represses hypoxia inducible factor-1α subunit (HIF1-α) at normal atmospheric partial O2 pressure (normoxia, 21 kPa O2). In yeasts, the nar1 mutant cannot grow at 21 kPa O2, but can develop at a lower O2 pressure (2 kPa O2). We show here that plant [FeFe]-hydrogenase-like GOLLUM genes are essential for plant development and cell cycle progression. The mutant phenotypes of these plants are seen in normoxic conditions, but not under conditions of mild hypoxia (5 kPa O2). Transcriptomic and metabolomic experiments showed that the mutation enhances the expression of some hypoxia-induced genes under normal atmospheric O2 conditions and changes the cellular content of metabolites related to energy metabolism. In conclusion, [FeFe]-hydrogenase-like proteins play a central role in eukaryotes including the adaptation of plants to the ambient O2 partial pressure.


Subject(s)
Gene Expression Regulation, Enzymologic , Hydrogenase/genetics , Iron-Sulfur Proteins/genetics , Medicago truncatula/enzymology , Oxygen/metabolism , Adaptation, Physiological , Arabidopsis/enzymology , Arabidopsis/genetics , Arabidopsis/physiology , Carbohydrate Metabolism , Cell Cycle , Down-Regulation , Energy Metabolism , Gene Expression Regulation, Plant , Hydrogenase/metabolism , Iron-Sulfur Proteins/metabolism , Medicago truncatula/genetics , Medicago truncatula/physiology , Metabolomics , Mutation , Phenotype , Plant Leaves/enzymology , Plant Leaves/genetics , Plant Leaves/physiology , Plant Proteins/genetics , Plant Proteins/metabolism , Plants, Genetically Modified , Seedlings/enzymology , Seedlings/genetics , Seedlings/physiology , Stress, Physiological , Transcriptome , Up-Regulation
15.
New Phytol ; 199(3): 673-82, 2013 08.
Article in English | MEDLINE | ID: mdl-23718121

ABSTRACT

The cornerstone of carbon (C) and nitrogen (N) metabolic interactions - respiration - is presently not well understood in plant cells: the source of the key intermediate 2-oxoglutarate (2OG), to which reduced N is combined to yield glutamate and glutamine, remains somewhat unclear. We took advantage of combined mutations of NAD- and NADP-dependent isocitrate dehydrogenase activity and investigated the associated metabolic effects in Arabidopsis leaves (the major site of N assimilation in this genus), using metabolomics and (13)C-labelling techniques. We show that a substantial reduction in leaf isocitrate dehydrogenase activity did not lead to changes in the respiration efflux rate but respiratory metabolism was reorchestrated: 2OG production was supplemented by a metabolic bypass involving both lysine synthesis and degradation. Although the recycling of lysine has long been considered important in sustaining respiration, we show here that lysine neosynthesis itself participates in an alternative respiratory pathway. Lys metabolism thus contributes to explaining the metabolic flexibility of plant leaves and the effect (or the lack thereof) of respiratory mutations.


Subject(s)
Arabidopsis/enzymology , Arabidopsis/genetics , Isocitrate Dehydrogenase/deficiency , Lysine/biosynthesis , Mutation/genetics , Amino Acids/metabolism , Carbon Isotopes , Cell Respiration , Gases/metabolism , Isocitrate Dehydrogenase/metabolism , Metabolome , Metabolomics , Photosynthesis
16.
J Exp Bot ; 64(4): 885-97, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23440170

ABSTRACT

Although the mechanisms of nodule N(2) fixation in legumes are now well documented, some uncertainty remains on the metabolic consequences of water deficit. In most cases, little consideration is given to other organs and, therefore, the coordinated changes in metabolism in leaves, roots, and nodules are not well known. Here, the effect of water restriction on exclusively N(2)-fixing alfalfa (Medicago sativa L.) plants was investigated, and proteomic, metabolomic, and physiological analyses were carried out. It is shown that the inhibition of nitrogenase activity caused by water restriction was accompanied by concerted alterations in metabolic pathways in nodules, leaves, and roots. The data suggest that nodule metabolism and metabolic exchange between plant organs nearly reached homeostasis in asparagine synthesis and partitioning, as well as the N demand from leaves. Typically, there was (i) a stimulation of the anaplerotic pathway to sustain the provision of C skeletons for amino acid (e.g. glutamate and proline) synthesis; (ii) re-allocation of glycolytic products to alanine and serine/glycine; and (iii) subtle changes in redox metabolites suggesting the implication of a slight oxidative stress. Furthermore, water restriction caused little change in both photosynthetic efficiency and respiratory cost of N(2) fixation by nodules. In other words, the results suggest that under water stress, nodule metabolism follows a compromise between physiological imperatives (N demand, oxidative stress) and the lower input to sustain catabolism.


Subject(s)
Carbon/metabolism , Droughts , Medicago sativa/metabolism , Nitrogen/metabolism , Water/metabolism , Amino Acids/metabolism , Medicago sativa/microbiology , Medicago sativa/physiology , Metabolomics/methods , Nitrogen Fixation , Oxidation-Reduction , Oxidative Stress , Photosynthesis , Plant Leaves/metabolism , Plant Leaves/physiology , Proteome/analysis , Proteome/metabolism , Root Nodules, Plant/metabolism , Root Nodules, Plant/microbiology , Sinorhizobium meliloti/growth & development
17.
Toxicology ; 492: 153550, 2023 06 15.
Article in English | MEDLINE | ID: mdl-37209942

ABSTRACT

Organ-on-chip technology is a promising in vitro approach recapitulating human physiology for the study of responses to drug exposure. Organ-on-chip cell cultures have paved new grounds for testing and understanding metabolic dose-responses when evaluating pharmaceutical and environmental toxicity. Here, we present a metabolomic investigation of a coculture of liver sinusoidal endothelial cells (LSECs, SK-HEP-1) with hepatocytes (HepG2/C3a) using advanced organ-on-chip technology. To reproduce the physiology of the sinusoidal barrier, LSECs were separated from hepatocytes by a membrane (culture insert integrated organ-on-chip platform). The tissues were exposed to acetaminophen (APAP), an analgesic drug widely used as a xenobiotic model in liver and HepG2/C3a studies. The differences between the SK-HEP-1, HepG2/C3a monocultures and SK-HEP-1/HepG2/C3a cocultures, treated or not with APAP, were identified from metabolomic profiles using supervised multivariate analysis. The pathway enrichment coupled with metabolite analysis of the corresponding metabolic fingerprints contributed to extracting the specificity of each type of culture and condition. In addition, we analysed the responses to APAP treatment by mapping the signatures with significant modulation of the biological processes of the SK-HEP-1 APAP, HepG2/C3a APAP and SK-HEP-1/HepG2/C3a APAP conditions. Furthermore, our model shows how the presence of the LSECs barrier and APAP first pass can modify the metabolism of HepG2/C3a. Altogether, this study demonstrates the potential of a "metabolomic-on-chip" strategy for pharmaco-metabolomic applications predicting individual response to drugs.


Subject(s)
Acetaminophen , Chemical and Drug Induced Liver Injury , Humans , Acetaminophen/toxicity , Endothelial Cells/metabolism , Hepatocytes/metabolism , Liver/metabolism , Technology , Hep G2 Cells , Chemical and Drug Induced Liver Injury/metabolism
18.
Plant Physiol ; 157(2): 917-36, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21852416

ABSTRACT

Abscisic acid-, stress-, and ripening-induced (ASR) proteins were first described about 15 years ago as accumulating to high levels during plant developmental processes and in response to diverse stresses. Currently, the effects of ASRs on water deficit tolerance and the ways in which their physiological and biochemical functions lead to this stress tolerance remain poorly understood. Here, we characterized the ASR gene family from maize (Zea mays), which contains nine paralogous genes, and showed that maize ASR1 (ZmASR1) was encoded by one of the most highly expressed paralogs. Ectopic expression of ZmASR1 had a large overall impact on maize yield that was maintained under water-limited stress conditions in the field. Comparative transcriptomic and proteomic analyses of wild-type and ZmASR1-overexpressing leaves led to the identification of three transcripts and 16 proteins up- or down-regulated by ZmASR1. The majority of them were involved in primary and/or cellular metabolic processes, including branched-chain amino acid (BCAA) biosynthesis. Metabolomic and transcript analyses further indicated that ZmASR1-overexpressing plants showed a decrease in BCAA compounds and changes in BCAA-related gene expression in comparison with wild-type plants. Interestingly, within-group correlation matrix analysis revealed a close link between 13 decreased metabolites in ZmASR1-overexpressing leaves, including two BCAAs. Among these 13 metabolites, six were previously shown to be negatively correlated to biomass, suggesting that ZmASR1-dependent regulation of these 13 metabolites might contribute to regulate leaf growth, resulting in improvement in kernel yield.


Subject(s)
Amino Acids, Branched-Chain/metabolism , Plant Proteins/metabolism , Seeds/growth & development , Amino Acid Sequence , Gene Expression Regulation, Plant , Molecular Sequence Data , Multigene Family , Plant Leaves/physiology , Plant Proteins/genetics , Proteomics , Stress, Physiological , Water , Zea mays/genetics
19.
Metabolites ; 12(12)2022 Dec 15.
Article in English | MEDLINE | ID: mdl-36557308

ABSTRACT

Diabetes mellitus (DM) is a complex disease with high prevalence of comorbidity and mortality. DM is predicted to reach more than 700 million people by 2045. In recent years, several advanced in vitro models and analytical tools were developed to investigate the pancreatic tissue response to pathological situations and identify therapeutic solutions. Of all the in vitro promising models, cell culture in microfluidic biochip allows the reproduction of in-vivo-like micro-environments. Here, we cultured rat islets of Langerhans using dynamic cultures in microfluidic biochips. The dynamic cultures were compared to static islets cultures in Petri. The islets' exometabolomic signatures, with and without GLP1 and isradipine treatments, were characterized by GC-MS. Compared to Petri, biochip culture contributes to maintaining high secretions of insulin, C-peptide and glucagon. The exometabolomic profiling revealed 22 and 18 metabolites differentially expressed between Petri and biochip on Day 3 and 5. These metabolites illustrated the increase in lipid metabolism, the perturbation of the pentose phosphate pathway and the TCA cycle in biochip. After drug stimulations, the exometabolome of biochip culture appeared more perturbed than the Petri exometabolome. The GLP1 contributed to the increase in the levels of glycolysis, pentose phosphate and glutathione pathways intermediates, whereas isradipine led to reduced levels of lipids and carbohydrates.

20.
Mol Omics ; 18(8): 791-804, 2022 09 26.
Article in English | MEDLINE | ID: mdl-35916309

ABSTRACT

Functional differentiation of pancreatic like tissue from human induced pluripotent stem cells is one of the emerging strategies to achieve an in vitro pancreas model. Here, we propose a protocol to cultivate hiPSC-derived ß-like-cells coupling spheroids and microfluidic technologies to improve the pancreatic lineage maturation. The protocol led to the development of spheroids producing the C-peptide and containing cells positive to insulin and glucagon. In order to further characterize the cellular and molecular profiles, we performed full transcriptomics and metabolomics analysis. The omics analysis confirmed the activation of key transcription factors together with the upregulation of genes and the presence of metabolites involved in functional pancreatic tissue development, extracellular matrix remodeling, lipid and fatty acid metabolism, and endocrine hormone signaling. When compared to static 3D honeycomb cultures, dynamic 3D biochip cultures contributed to increase specifically the activity of the HIF transcription factor, to activate the calcium activated cation channels, to enrich the glucagon and insulin pathways and glycolysis/gluconeogenesis, and to increase the secretion of serotonin, glycerol and glycerol-3-phosphate at the metabolic levels.


Subject(s)
Induced Pluripotent Stem Cells , C-Peptide/metabolism , Calcium/metabolism , Cell Differentiation/genetics , Fatty Acids/metabolism , Glucagon/metabolism , Glycerol/metabolism , Humans , Lab-On-A-Chip Devices , Lipids , Metabolome , Pancreas/metabolism , Phosphates/metabolism , Serotonin/metabolism , Transcription Factors/metabolism , Transcriptome
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