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1.
Front Microbiol ; 14: 1148065, 2023.
Article in English | MEDLINE | ID: mdl-37113225

ABSTRACT

2-Phenylethanol is an aromatic compound commonly used in the food, cosmetic, and pharmaceutical industries. Due to increasing demand for natural products by consumers, the production of this flavor by microbial fermentation is gaining interest, as a sustainable alternative to chemical synthesis or expensive plant extraction, both processes relying on the use of fossil resources. However, the drawback of the fermentation process is the high toxicity of 2-phenylethanol to the producing microorganism. The aim of this study was to obtain a 2-phenylethanol-resistant Saccharomyces cerevisiae strain by in vivo evolutionary engineering and characterize the adapted yeast at the genomic, transcriptomic and metabolic levels. For this purpose, the tolerance to 2-phenylethanol was developed by gradually increasing the concentration of this flavor compound through successive batch cultivations, leading to an adapted strain that could tolerate 3.4 g/L of 2-phenylethanol, which was about 3-times better than the reference strain. Genome sequencing of the adapted strain identified point mutations in several genes, notably in HOG1 that encodes the Mitogen-Activated Kinase of the high-osmolarity signaling pathway. As this mutation is localized in the phosphorylation lip of this protein, it likely resulted in a hyperactive protein kinase. Transcriptomic analysis of the adapted strain supported this suggestion by revealing a large set of upregulated stress-responsive genes that could be explained in great part by HOG1-dependent activation of the Msn2/Msn4 transcription factor. Another relevant mutation was found in PDE2 encoding the low affinity cAMP phosphodiesterase, the missense mutation of which may lead to hyperactivation of this enzyme and thereby enhance the stressful state of the 2-phenylethanol adapted strain. In addition, the mutation in CRH1 that encodes a chitin transglycosylase implicated in cell wall remodeling could account for the increased resistance of the adapted strain to the cell wall-degrading enzyme lyticase. Finally, the potent upregulation of ALD3 and ALD4 encoding NAD+ -dependent aldehyde dehydrogenase together with the observed phenylacetate resistance of the evolved strain suggest a resistance mechanism involving conversion of 2-phenylethanol into phenylacetaldehyde and phenylacetate implicating these dehydrogenases.

2.
Front Microbiol ; 13: 822864, 2022.
Article in English | MEDLINE | ID: mdl-35283819

ABSTRACT

Oxidative stress is a major stress type observed in yeast bioprocesses, resulting in a decrease in yeast growth, viability, and productivity. Thus, robust yeast strains with increased resistance to oxidative stress are in highly demand by the industry. In addition, oxidative stress is also associated with aging and age-related complex conditions such as cancer and neurodegenerative diseases. Saccharomyces cerevisiae, as a model eukaryote, has been used to study these complex eukaryotic processes. However, the molecular mechanisms underlying oxidative stress responses and resistance are unclear. In this study, we have employed evolutionary engineering (also known as adaptive laboratory evolution - ALE) strategies to obtain an oxidative stress-resistant and genetically stable S. cerevisiae strain. Comparative physiological, transcriptomic, and genomic analyses of the evolved strain were then performed with respect to the reference strain. The results show that the oxidative stress-resistant evolved strain was also cross-resistant against other types of stressors, including heat, freeze-thaw, ethanol, cobalt, iron, and salt. It was also found to have higher levels of trehalose and glycogen production. Further, comparative transcriptomic analysis showed an upregulation of many genes associated with the stress response, transport, carbohydrate, lipid and cofactor metabolic processes, protein phosphorylation, cell wall organization, and biogenesis. Genes that were downregulated included those related to ribosome and RNA processing, nuclear transport, tRNA, and cell cycle. Whole genome re-sequencing analysis of the evolved strain identified mutations in genes related to the stress response, cell wall organization, carbohydrate metabolism/transport, which are in line with the physiological and transcriptomic results, and may give insight toward the complex molecular mechanisms of oxidative stress resistance.

3.
J Biol Inorg Chem ; 24(2): 191-210, 2019 03.
Article in English | MEDLINE | ID: mdl-30673878

ABSTRACT

Zinc(II) (5), indium(III) (6), and lutetium(III) (7) phthalocyanines (Pcs) peripherally substituted with poly (ethylene glycol) (PEG) monomethyl ether 2000 (PEGME-2000) blocks were synthesized via Sonogashira coupling reaction with high yields and their photophysical, photochemical and photobiological properties were investigated. We elucidated the interactions of these compounds with calf thymus DNA and bovine serum albumin (BSA), and determined K(DNA) and K(BSA) binding constants at degrees of 105 and 106, respectively. Singlet oxygen quantum yields were found (Ф∆ = 0.44, 0.54, and 0.68 for 5, 6, and 7, respectively). Thermodynamic parameters, as well as thermal denaturation profile of double-stranded CT-DNA were examined to determine the type of binding mode. According to our experimental data, we report that PEGME-2000 favors the formation of binary complex between DNA, and phthalocyanine complexes. Therein, thermodynamic data suggest that this binding mode is indeed spontaneous under reported conditions, and rather non-specific. Additionally, Pcs 5, 6, and 7 substituted with PEGME-2000 blocks showed antimicrobial activity against Gram-positive and Gram-negative bacteria, as well as fungi (yeast), and Pc 5 had the highest antimicrobial activity among them, as revealed by disc diffusion assay results. In short, our results suggest that these compounds could be used for photodynamic therapy, they have both antibacterial and antifungal activity, and the binding ability of new phthalocyanines 5, 6, and 7 with BSA paves the way for their utilization as drug vehicle in blood plasma.


Subject(s)
Anti-Bacterial Agents/pharmacology , Antifungal Agents/pharmacology , Photosensitizing Agents/pharmacology , Animals , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/chemistry , Antifungal Agents/chemical synthesis , Antifungal Agents/chemistry , Cattle , DNA/chemistry , Ethers/chemistry , Ethers/pharmacology , Fungi/drug effects , Gram-Negative Bacteria/drug effects , Gram-Positive Bacteria/drug effects , Indium/chemistry , Indium/pharmacology , Indoles/chemistry , Indoles/pharmacology , Isoindoles , Lutetium/chemistry , Lutetium/pharmacology , Microbial Sensitivity Tests , Organometallic Compounds/chemistry , Organometallic Compounds/pharmacology , Photochemical Processes , Photosensitizing Agents/chemical synthesis , Photosensitizing Agents/chemistry , Polyethylene Glycols/chemistry , Polyethylene Glycols/pharmacology , Serum Albumin, Bovine/chemistry , Zinc Compounds
4.
Methods Mol Biol ; 1152: 169-83, 2014.
Article in English | MEDLINE | ID: mdl-24744033

ABSTRACT

Evolutionary engineering is an inverse metabolic engineering strategy which is based on increasing genetic diversity and screening large populations for desired phenotypes. This strategy is highly advantageous in certain situations over rational metabolic engineering approaches, since there is little or no requirement of detailed genetic background information for the trait of interest. Here, we describe the experimental methodology for selecting stress-resistant yeast strains via evolutionary engineering approach by either serial batch or chemostat cultivations.


Subject(s)
Evolution, Molecular , Genetic Engineering/methods , Saccharomyces cerevisiae/genetics , Mutagenesis , Mutation , Phenotype
5.
FEMS Yeast Res ; 13(8): 731-46, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23992612

ABSTRACT

Increased exposure to nickel compounds and alloys due to industrial development has resulted in nickel pollution and many pathological effects on human health. However, there is very limited information about nickel response, transport, and tolerance in eukaryotes. To investigate nickel resistance in the model eukaryote Saccharomyces cerevisiae, evolutionary engineering by batch selection under gradually increasing nickel stress levels was performed. Nickel hyper-resistant mutants that could resist up to 5.3 mM NiCl2 , a lethal level for the reference strain, were selected. The mutants were also cross-resistant against iron, cobalt, zinc, and manganese stresses and accumulated more than twofold higher nickel than the reference strain. Global transcriptomic analysis revealed that 640 upregulated genes were related to iron homeostasis, stress response, and oxidative damage, implying that nickel resistance may share common mechanisms with iron and cobalt resistance, general stress response, and oxidative damage.


Subject(s)
Drug Resistance, Fungal/genetics , Evolution, Molecular , Gene Expression Profiling , Nickel/pharmacology , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/genetics , Transcriptome , Carbohydrates/biosynthesis , Gene Expression Regulation, Fungal/drug effects , Mutation , Phenotype , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae/metabolism , Stress, Physiological/drug effects , Stress, Physiological/genetics
6.
Metallomics ; 5(8): 1043-60, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23864114

ABSTRACT

Cobalt is an important metal ion with magnetic properties that is widely used for several industrial applications. Overexposure to cobalt ions can be highly toxic for the organisms because they usually overwhelm the endogenous physiological system that maintains their homeostasis causing (geno)toxic effects. To gain insight into the mechanism of cobalt toxicity, we characterized at the molecular and genetic levels a cobalt resistant CI25E Saccharomyces cerevisiae strain previously isolated by an in vivo evolutionary engineering strategy, and which was able to grow on 5 to 10 mM CoCl2. This evolved strain showed cross-resistance to other metal ions including iron, manganese, nickel and zinc, but not to copper. Moreover, the cobalt resistant trait was semi-dominant, and linked to more than one gene, as indicated by the absence of 2(+):2(-) segregation of the cobalt resistance. Genome wide transcriptional profiling revealed a constitutive activation of the iron regulon that could be accounted for by a constitutive nuclear localization of the transcriptional activator Aft1. However, the presence of Aft1 in the nucleus was not a prerequisite for hyper-resistance to cobalt, since a mutant defective in nuclear monothiol glutaredoxin encoding GRX3 and GRX4 that also leads to nuclear localization of Aft1 was cobalt hypersensitive. In addition, the loss of AFT1 only partially abolished the cobalt resistance in the evolved strain, and the deletion of COT1 encoding the major vacuolar transporter of cobalt had only a minor effect on this trait. Paradoxically to the activation of iron regulon, the evolved strain was hypersensitive to the iron chelator BPS, and this hypersensitivity was abrogated by cobalt ions. Taken together, this work suggested that cobalt resistance is not merely dependent upon activation of AFT1, but it likely implicates other mechanisms including intracellular reallocation of iron into important compartments whose function is dependent on this metal and adaptation of some cellular proteins to use Co(2+) in place of Fe(2+) for their catalytic activities.


Subject(s)
Cobalt/chemistry , Drug Resistance, Fungal , Gene Expression Regulation, Fungal , Iron/chemistry , Saccharomyces cerevisiae/metabolism , Biodegradation, Environmental , Catalysis , Cell Nucleus/metabolism , Copper/chemistry , Fungal Proteins/chemistry , Gene Deletion , Ions/chemistry , Manganese/chemistry , Metals/chemistry , Mutation , Nickel/chemistry , Oligonucleotide Array Sequence Analysis , Phenotype , Regulon/genetics , Transcription, Genetic , Zinc/chemistry
7.
FEMS Yeast Res ; 12(2): 171-82, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22136139

ABSTRACT

This article reviews evolutionary engineering of Saccharomyces cerevisiae. Following a brief introduction to the 'rational' metabolic engineering approach and its limitations such as extensive genetic and metabolic information requirement on the organism of interest, complexity of cellular physiological responses, and difficulties of cloning in industrial strains, evolutionary engineering is discussed as an alternative, inverse metabolic engineering strategy. Major evolutionary engineering applications with S. cerevisiae are then discussed in two general categories: (1) evolutionary engineering of substrate utilization and product formation and (2) evolutionary engineering of stress resistance. Recent developments in functional genomics methods allow rapid identification of the molecular basis of the desired phenotypes obtained by evolutionary engineering. To conclude, when used alone or in combination with rational metabolic engineering and/or computational methods to study and analyze processes of adaptive evolution, evolutionary engineering is a powerful strategy for improvement in industrially important, complex properties of S. cerevisiae.


Subject(s)
Biological Evolution , Metabolic Engineering/methods , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Industrial Microbiology , Phenotype
8.
Antonie Van Leeuwenhoek ; 99(4): 825-35, 2011 May.
Article in English | MEDLINE | ID: mdl-21279440

ABSTRACT

Boron is an industrially and biologically important element. However, the mechanisms of boron tolerance and its transport in bacteria and many other living systems are still not clearly understood. In this study, the boron resistance level of a boron-tolerant bacterium, Bacillus boroniphilus DSM 17376, was improved up to 300 mmol l(-1) boron, by employing an in vivo evolutionary engineering strategy based on batch selection under continuous exposure to gradually increasing boron stress levels. The resistance was heterogeneous within the final mutant population which ranged from about 1- to 16-fold of the wild type resistance at 150 mmol l(-1) boron stress level. Boron-resistant mutants had significant cross-resistance to iron and copper stresses, and were also cross-resistant to salt (NaCl) stress, suggesting a common resistance mechanism between these stress types. Additionally, highly boron-resistant mutants had up to 2.8-fold higher boron contents than the wild-type, when exposed to high levels of (150 mmol l(-1)) continuous boron stress throughout their cultivation. It was shown that evolutionary engineering is a successful approach to significantly increase bacterial boron resistance and investigate the complex mechanism of boron tolerance and transport in microbial systems.


Subject(s)
Bacillus/drug effects , Boron/pharmacology , Drug Resistance, Bacterial , Bacillus/genetics , Bacillus/metabolism , Biological Evolution , Genetic Engineering , Stress, Physiological/drug effects
9.
J Biotechnol ; 143(2): 130-8, 2009 Aug 20.
Article in English | MEDLINE | ID: mdl-19577596

ABSTRACT

Cobalt is an important element with magnetic properties used in various industrial applications, but is also needed for biological activity. Very little is known about the cellular response of living systems to cobalt stress. Towards investigating this mechanism, we isolated individual Saccharomyces cerevisiae cells resistant to high cobalt concentrations up to 8 mmoll(-1), by employing four different 'in vivo' evolutionary engineering strategies: selection under constant or gradually increasing stress levels, and selection under continuous or pulse exposure to cobalt stress. Selection under continuous exposure to gradually increasing cobalt stress levels yielded the most resistant cell population to cobalt. However, the resistance was highly heterogeneous within the mutant populations ranging from 3- to 3700-fold survival rate of isolated individuals to 8 mmoll(-1) CoCl2 in the most resistant population. Moreover, cobalt-resistant individual colonies were associated with 2-4-times lower intracellular cobalt contents as compared to wild-type, and with cross-resistance to metals such as nickel, zinc, manganese, but not to copper and chromium ions. Contrary to mutants evolved under continuous exposure to cobalt, those isolated by pulse exposure strategy also exhibited resistance to heat shock and hydrogen peroxide stress. Taken together, this study reinforced the fact that evolutionary engineering is useful in selecting strains with very specific phenotypes, and further illustrated the importance of the strategy chosen to isolate the best evolved strain.


Subject(s)
Cobalt/pharmacology , Directed Molecular Evolution/methods , Saccharomyces cerevisiae/physiology , Cell Survival , Drug Resistance, Fungal , Hot Temperature , Hydrogen Peroxide/pharmacology , Mutation , Nickel/pharmacology , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/isolation & purification , Stress, Physiological
10.
J Ind Microbiol Biotechnol ; 33(3): 215-20, 2006 Mar.
Article in English | MEDLINE | ID: mdl-15660231

ABSTRACT

Microlunatus phosphovorus is an activated-sludge bacterium with high levels of phosphorus-accumulating activity and phosphate uptake and release activities. Thus, it is an interesting model organism to study biological phosphorus removal. However, there are no studies demonstrating the polyhydroxyalkanoate (PHA) storage capability of M. phosphovorus, which is surprising for a polyphosphate-accumulating organism. This study investigates in detail the PHA storage behavior of M. phosphovorus under different growth conditions and using different carbon sources. Pure culture studies in batch-growth systems were conducted in shake-flasks and in a bioreactor, using chemically defined growth media with glucose as the sole carbon source. A batch-growth system with anaerobic-aerobic cycles and varying concentrations of glucose or acetate as the sole carbon source, similar to enhanced biological phosphorus removal processes, was also employed. The results of this study demonstrate for the first time that M. phosphovorus produces significant amounts of PHAs under various growth conditions and with different carbon sources. When the PHA productions of all cultivations were compared, poly(3-hydroxybutyrate) (PHB), the major PHA polymer, was produced at about 20-30% of the cellular dry weight. The highest PHB production was observed as 1,421 mg/l in batch-growth systems with anaerobic-aerobic cycles and at 4 g/l initial glucose concentration. In light of these key results regarding the growth physiology and PHA-production capability of M. phosphovorus, it can be concluded that this organism could be a good candidate for microbial PHA production because of its advantages of easy growth, high biomass and PHB yield on substrate and no significant production of fermentative byproducts.


Subject(s)
Polyhydroxyalkanoates/metabolism , Propionibacteriaceae/metabolism , Acetic Acid/metabolism , Aerobiosis , Anaerobiosis , Culture Media/chemistry , Glucose/metabolism , Propionibacteriaceae/growth & development
11.
FEMS Yeast Res ; 5(6-7): 569-78, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15780656

ABSTRACT

Various selection procedures in chemostats and batch cultures were systematically tested for their efficiency to select for a multiple-stress resistance phenotype in Saccharomyces cerevisiae. To determine the relative stress resistance phenotypes, mutant populations harvested at different time points and randomly chosen clones from selected populations were grown in batch cultures and exposed to oxidative, freezing-thawing, high-temperature and ethanol stress. For this purpose, we developed a high-throughput procedure in 96-well plates combined with a most-probable-number assay. Among all chemostat and batch selection strategies tested, the best selection strategy to obtain highly improved multiple-stress-resistant yeast was found to be batch selection for freezing-thawing stress. The final mutant populations selected for this particular stress were not only significantly improved in freezing-thawing stress resistance, but also in other stress resistances. The best isolated clone from these populations exhibited 102-, 89-, 62-, and 1429-fold increased resistance to freezing-thawing, temperature, ethanol, and oxidative stress, respectively. General selection guidelines for improving multiple-stress resistance in S. cerevisiae are presented and discussed.


Subject(s)
Directed Molecular Evolution , Genetic Engineering/methods , Heat-Shock Response , Saccharomyces cerevisiae/physiology , Selection, Genetic , Culture Media , Ethanol/pharmacology , Freezing , Mutation , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae/metabolism
12.
Mol Biol Rep ; 31(2): 67-84, 2004 Jun.
Article in English | MEDLINE | ID: mdl-15293782

ABSTRACT

Caveolae appear in a multitude of processes encompassing growth regulation and trafficking. We demonstrate the abundant presence of ESA/reggie-1/flotillin-2, ATP synthase beta subunit and annexin V in endothelial caveolae by immunopurification of caveolae from vascular endothelial membrane. Five proteins are abundant in a caveolin-1 protein complex, analyzed by sucrose gradient velocity sedimentation following octyl-beta-D-glucopyranoside extraction. Caveolin-1 alpha interacts with caveolin-1beta, caveolin-2, actin, the microsomal form of NADH cytochrome B5 reductase and ESA/reggie-1/flotillin-2 as shown by co-immunoprecipitation. We propose the concept that ATP biosynthesis in caveolae regulates mechanosignaling and is induced by membrane depolarization and a proton gradient. Pressure stimuli and metabolic changes may trigger gene regulation in endothelial cells, involving a nuclear conformer of caveolin-1, shown here with an epitope-specific caveolin-1 antibody, and immediate response of ion channel activity, regulated by ESA/reggie-1/flotillin-2.


Subject(s)
Caveolae/chemistry , Membrane Proteins/analysis , Animals , Annexin A5/analysis , Annexin A5/immunology , Annexin A5/metabolism , Caveolae/immunology , Caveolae/metabolism , Caveolin 1 , Caveolin 2 , Caveolins/analysis , Caveolins/immunology , Caveolins/metabolism , Cell Line , Cytochrome-B(5) Reductase/immunology , Cytochrome-B(5) Reductase/metabolism , Endothelial Cells/immunology , Endothelial Cells/metabolism , Immunoprecipitation , Lung/cytology , Lung/immunology , Membrane Proteins/immunology , Membrane Proteins/metabolism , Mice , Nerve Tissue Proteins/analysis , Nerve Tissue Proteins/immunology , Nerve Tissue Proteins/metabolism , Proton-Translocating ATPases/analysis , Proton-Translocating ATPases/immunology , Proton-Translocating ATPases/metabolism , Rats
13.
Int J Biochem Cell Biol ; 36(3): 519-34, 2004 Mar.
Article in English | MEDLINE | ID: mdl-14687929

ABSTRACT

Endothelial cell (EC) cultures of different, selected vascular beds and/or organs were screened for receptor-mediated transport of proteins with a semipermeable filter assay. In SVEC4-10 cells, a mouse lymphoid endothelial cell line, orosomucoid, albumin, insulin and LDL were transcytosed from the apical (luminal) to basal (abluminal) side by a receptor-mediated pathway. Specific LDL transcytosis involved transport of intact LDL. A pathway of degradation of LDL and basal release involved vesicles in transport to lysosomes and amino acid merocrine secretion. This newly described transcellular passage of LDL via lysosomes, as well as the standard pathway, were reduced to 70% by PEG(50)-cholesterol (PEG-Chol). Combined results of temperature-dependence analysis and PEG(50)-cholesterol sensitivity show that two pathways contribute to general LDL transcellular passage. We suggest a mechanism of domain hopping by protein membrane diffusion of receptors as the pathway for intact LDL delivery. Based on theoretical considerations we propose that active transport by protein membrane diffusion can be facilitated by an organizational structure of lipid microdomains and polar cellular organization.


Subject(s)
Carrier Proteins/physiology , Cell Membrane/metabolism , Cholesterol, LDL/metabolism , Cholesterol/analogs & derivatives , Endothelial Cells/physiology , Membrane Proteins/physiology , Vesicular Transport Proteins , Animals , Biological Transport/drug effects , Cell Line , Cell Membrane/chemistry , Cholesterol/pharmacology , Cholesterol, LDL/chemistry , Diffusion , Endothelial Cells/ultrastructure , Golgi Matrix Proteins , Lysosomes/physiology , Mice , Microscopy, Electron, Scanning , Polyethylene Glycols/pharmacology , Receptors, Lipoprotein/antagonists & inhibitors , Receptors, Lipoprotein/metabolism
14.
Eukaryot Cell ; 2(1): 170-80, 2003 Feb.
Article in English | MEDLINE | ID: mdl-12582134

ABSTRACT

The so far largely uncharacterized central carbon metabolism of the yeast Pichia stipitis was explored in batch and glucose-limited chemostat cultures using metabolic-flux ratio analysis by nuclear magnetic resonance. The concomitantly characterized network of active metabolic pathways was compared to those identified in Saccharomyces cerevisiae, which led to the following conclusions. (i) There is a remarkably low use of the non-oxidative pentose phosphate (PP) pathway for glucose catabolism in S. cerevisiae when compared to P. stipitis batch cultures. (ii) Metabolism of P. stipitis batch cultures is fully respirative, which contrasts with the predominantly respiro-fermentative metabolic state of S. cerevisiae. (iii) Glucose catabolism in chemostat cultures of both yeasts is primarily oxidative. (iv) In both yeasts there is significant in vivo malic enzyme activity during growth on glucose. (v) The amino acid biosynthesis pathways are identical in both yeasts. The present investigation thus demonstrates the power of metabolic-flux ratio analysis for comparative profiling of central carbon metabolism in lower eukaryotes. Although not used for glucose catabolism in batch culture, we demonstrate that the PP pathway in S. cerevisiae has a generally high catabolic capacity by overexpressing the Escherichia coli transhydrogenase UdhA in phosphoglucose isomerase-deficient S. cerevisiae.


Subject(s)
Energy Metabolism/physiology , Glucose/deficiency , Pichia/metabolism , Saccharomyces cerevisiae/metabolism , Amino Acids/biosynthesis , Anemia, Hemolytic, Congenital Nonspherocytic , Cell Respiration/physiology , Cells, Cultured , Fermentation/physiology , Glucose-6-Phosphate Isomerase/genetics , Malates/metabolism , NADP Transhydrogenases/metabolism , Oxidative Phosphorylation , Pentose Phosphate Pathway/physiology
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