ABSTRACT
Septic shock is the most severe form of sepsis, which is still one of the leading causes of death in the intensive care unit (ICU). Even though early prognosis and diagnosis are known to be indispensable for reaching an optimistic outcome, pathogenic complexities and the lack of specific treatment make it difficult to predict the outcome individually. In the present study, serum samples from surviving and non-surviving septic shock patients were drawn before clinical intervention at admission. Metabolic profiles of all the samples were analyzed by liquid chromatography-mass spectrometry (LC-MS)-based metabolomics. One thousand four hundred nineteen peaks in positive mode and 1878 peaks in negative mode were retained with their relative standard deviation (RSD) below 30 %, in which 187 metabolites were initially identified by retention time and database in the light of the exact molecular mass. Differences between samples from the survivors and the non-survivors were investigated using multivariate and univariate analysis. Finally, 43 significantly varied metabolites were found in the comparison between survivors and non-survivors. Concretely, metabolites in the tricarboxylic acid (TCA) cycle, amino acids, and several energy metabolism-related metabolites were up-regulated in the non-survivors, whereas those in the urea cycle and fatty acids were generally down-regulated. Metabolites such as lysine, alanine, and methionine did not present significant changes in the comparison. Six metabolites were further defined as primary discriminators differentiating the survivors from the non-survivors at the early stage of septic shock. Our findings reveal that LC-MS-based metabolomics is a useful tool for studying septic shock. Graphical abstract á .
Subject(s)
Chromatography, Liquid/methods , Mass Spectrometry/methods , Metabolome , Metabolomics/methods , Shock, Septic/blood , Shock, Septic/diagnosis , Aged , Amino Acids/blood , Analysis of Variance , Biomarkers/blood , Fatty Acids/blood , Female , Humans , Intensive Care Units , Limit of Detection , Male , Metabolomics/instrumentation , Middle Aged , Principal Component Analysis , Prognosis , Reproducibility of Results , Shock, Septic/mortality , Shock, Septic/pathology , Survival Analysis , Survivors/statistics & numerical data , Treatment Outcome , Tricarboxylic Acids/bloodABSTRACT
Developmental arrest, a critical component of the life cycle in animals as diverse as nematodes (dauer state), insects (diapause), and vertebrates (hibernation), results in dramatic depression of the metabolic rate and a profound extension in longevity. Although many details of the hormonal systems controlling developmental arrest are well-known, we know little about the interactions between metabolic events and the hormones controlling the arrested state. Here, we show that diapause is regulated by an interplay between blood-borne metabolites and regulatory centers within the brain. Gene expression in the fat body, the insect equivalent of the liver, is strongly suppressed during diapause, resulting in low levels of tricarboxylic acid (TCA) intermediates circulating within the blood, and at diapause termination, the fat body becomes activated, releasing an abundance of TCA intermediates that act on the brain to stimulate synthesis of regulatory peptides that prompt production of the insect growth hormone ecdysone. This model is supported by our success in breaking diapause by injecting a mixture of TCA intermediates and upstream metabolites. The results underscore the importance of cross-talk between the brain and fat body as a regulator of diapause and suggest that the TCA cycle may be a checkpoint for regulating different forms of animal dormancy.
Subject(s)
Acclimatization/physiology , Brain/metabolism , Cell Communication/physiology , Fat Body/metabolism , Gene Expression Regulation, Developmental/physiology , Insecta/growth & development , Life Cycle Stages/physiology , Animals , Base Sequence , DNA Primers/genetics , Gas Chromatography-Mass Spectrometry , Gene Expression Profiling , Gene Library , Models, Biological , Molecular Sequence Data , Radioimmunoprecipitation Assay , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, DNA , Tricarboxylic Acids/bloodABSTRACT
This study investigated the effects of high-intensity interval training (HIIT) vs. work-matched moderate-intensity continuous exercise (MOD) on metabolism and counterregulatory stress hormones. In a randomized and counterbalanced order, 10 well-trained male cyclists and triathletes completed a HIIT session [81.6 ± 3.7% maximum oxygen consumption (VÌo2 max); 72.0 ± 3.2% peak power output; 792 ± 95 kJ] and a MOD session (66.7 ± 3.5% VÌo2 max; 48.5 ± 3.1% peak power output; 797 ± 95 kJ). Blood samples were collected before, immediately after, and 1 and 2 h postexercise. Carbohydrate oxidation was higher (P = 0.037; 20%), whereas fat oxidation was lower (P = 0.037; -47%) during HIIT vs. MOD. Immediately after exercise, plasma glucose (P = 0.024; 20%) and lactate (P < 0.01; 5.4×) were higher in HIIT vs. MOD, whereas total serum free fatty acid concentration was not significantly different (P = 0.33). Targeted gas chromatography-mass spectromtery metabolomics analysis identified and quantified 49 metabolites in plasma, among which 11 changed after both HIIT and MOD, 13 changed only after HIIT, and 5 changed only after MOD. Notable changes included substantial increases in tricarboxylic acid intermediates and monounsaturated fatty acids after HIIT and marked decreases in amino acids during recovery from both trials. Plasma adrenocorticotrophic hormone (P = 0.019), cortisol (P < 0.01), and growth hormone (P < 0.01) were all higher immediately after HIIT. Plasma norepinephrine (P = 0.11) and interleukin-6 (P = 0.20) immediately after exercise were not significantly different between trials. Plasma insulin decreased during recovery from both HIIT and MOD (P < 0.01). These data indicate distinct differences in specific metabolites and counterregulatory hormones following HIIT vs. MOD and highlight the value of targeted metabolomic analysis to provide more detailed insights into the metabolic demands of exercise.
Subject(s)
Blood Glucose , Carbohydrate Metabolism/physiology , Exercise/physiology , Lactic Acid/blood , Lipid Metabolism/physiology , Oxygen Consumption/physiology , Adrenocorticotropic Hormone/blood , Adult , Amino Acids/blood , Fatty Acids, Monounsaturated/blood , Gas Chromatography-Mass Spectrometry , Human Growth Hormone/blood , Humans , Hydrocortisone/blood , Interleukin-6/blood , Male , Metabolome/physiology , Norepinephrine/blood , Oxidation-Reduction , Tricarboxylic Acids/bloodABSTRACT
BACKGROUND: Heroin addiction and withdrawal have been associated with an increased risk for infectious diseases and psychological complications. However, the changes of metabolites in heroin addicts during withdrawal remain largely unknown. METHODS: A total of 50 participants including 20 heroin addicts with acute abstinence stage, 15 with protracted abstinence stage and 15 healthy controls, were recruited. We performed metabolic profiling of plasma samples based on ultraperformance liquid chromatography coupled to tandem mass spectrometry to explore the potential biomarkers and mechanisms of heroin withdrawal. RESULTS: Among the metabolites analyzed, omega-6 polyunsaturated fatty acids (linoleic acid, dihomo-gamma-linolenic acid, arachidonic acid, n-6 docosapentaenoic acid), omega-3 polyunsaturated fatty acids (docosahexaenoic acid, docosapentaenoic acid), aromatic amino acids (phenylalanine, tyrosine, tryptophan), and intermediates of the tricarboxylic acid cycle (oxoglutaric acid, isocitric acid) were significantly reduced during acute heroin withdrawal. Although majority of the metabolite changes could recover after months of withdrawal, the levels of alpha-aminobutyric acid, alloisoleucine, ketoleucine, and oxalic acid do not recover. CONCLUSIONS: In conclusion, the plasma metabolites undergo tremendous changes during heroin withdrawal. Through metabolomic analysis, we have identified links between a framework of metabolic perturbations and withdrawal stages in heroin addicts.
Subject(s)
Heroin Dependence/blood , Heroin/toxicity , Metabolomics , Substance Withdrawal Syndrome/blood , Adult , Amino Acids, Aromatic/blood , Biomarkers/blood , Case-Control Studies , Fatty Acids, Omega-3/blood , Fatty Acids, Omega-6/blood , Humans , Male , Tricarboxylic Acids/bloodABSTRACT
The gut microbiota has recently been identified as an environmental factor that may promote metabolic diseases. To investigate the effect of gut microbiota on host energy and lipid metabolism, we compared the serum metabolome and the lipidomes of serum, adipose tissue, and liver of conventionally raised (CONV-R) and germ-free mice. The serum metabolome of CONV-R mice was characterized by increased levels of energy metabolites, e.g., pyruvic acid, citric acid, fumaric acid, and malic acid, while levels of cholesterol and fatty acids were reduced. We also showed that the microbiota modified a number of lipid species in the serum, adipose tissue, and liver, with its greatest effect on triglyceride and phosphatidylcholine species. Triglyceride levels were lower in serum but higher in adipose tissue and liver of CONV-R mice, consistent with increased lipid clearance. Our findings show that the gut microbiota affects both host energy and lipid metabolism and highlights its role in the development of metabolic diseases.
Subject(s)
Energy Metabolism , Gastrointestinal Tract/metabolism , Gastrointestinal Tract/microbiology , Lipid Metabolism , Metagenome/physiology , Adipocytes, White/metabolism , Animals , Chylomicrons/blood , Germ-Free Life , Intestinal Absorption , Liver/metabolism , Male , Mass Spectrometry , Metabolome , Mice , Phosphatidylcholines/blood , Phosphatidylcholines/metabolism , Pyruvic Acid/blood , Pyruvic Acid/metabolism , Tricarboxylic Acids/blood , Tricarboxylic Acids/metabolism , Triglycerides/blood , Triglycerides/metabolismABSTRACT
SCOPE: What effect does replacing chicken or pork with herring as the main dietary source of protein have on the human plasma metabolome? METHOD AND RESULTS: A randomised crossover trial with 15 healthy obese men and women (age 24-70 years). Subjects were randomly assigned to four weeks of herring diet or a reference diet of chicken and lean pork, five meals per week, followed by a washout and the other intervention arm. Fasting blood serum metabolites were analysed at 0, 2 and 4 weeks for eleven subjects with available samples, using GC-MS based metabolomics. The herring diet decreased plasma citrate, fumarate, isocitrate, glycolate, oxalate, agmatine and methyhistidine and increased asparagine, ornithine, glutamine and the hexosamine glucosamine. Modelling found that the tricarboxylic acid cycle, glyoxylate, and arginine metabolism were affected by the intervention. The effect on arginine metabolism was supported by an increase in blood nitric oxide in males on the herring diet. CONCLUSION: The results suggest that eating herring instead of chicken and lean pork leads to important metabolic effects, particularly on energy and amino acid metabolism. Our findings support the hypothesis that there are metabolic effects of herring intake unrelated to the long chain n-3 polyunsaturated fatty acid content.
Subject(s)
Arginine/metabolism , Fish Products , Overweight/metabolism , Red Meat , Tricarboxylic Acids/blood , Adult , Aged , Amino Acids/blood , Animals , Arginine/pharmacokinetics , Chickens , Diet , Female , Humans , Male , Middle Aged , Nitric Oxide/blood , Obesity/metabolismABSTRACT
A procedure is proposed to identify non-volatile organic acids in small human plasma volumes by gas liquid chromatography (GLC), which shows a high degree of acid separation with the rather simplified preparation of samples. The principle of the procedure is deproteination, simultaneous perchloric acid neutralization, plasma lipid hydrolysis, transformation of the salts of carboxylic acids to free acids, and acid methylation. Acid GLC is performed on a gas chromatograph with a flame ionization detector, by using a 25-m x 0.2-mm column. The peaks are identified, by correlating the retention times for reference and plasma acids. Lactate, pyruvate, fumarate, malate, alpha-ketoglutarate, citrate, and isocitrate have been identified in the plasma samples.
Subject(s)
Chromatography, Gas/methods , Tricarboxylic Acids/blood , Humans , Sensitivity and SpecificityABSTRACT
BACKGROUND: Pancreatic tumors cause changes in whole-body metabolism, but whether prediagnostic circulating metabolites predict survival is unknown. METHODS: We measured 82 metabolites by liquid chromatography-mass spectrometry in prediagnostic plasma from 484 pancreatic cancer case patients enrolled in four prospective cohort studies. Association of metabolites with survival was evaluated using Cox proportional hazards models adjusted for age, cohort, race/ethnicity, cancer stage, fasting time, and diagnosis year. After multiple-hypothesis testing correction, a P value of .0006 or less (.05/82) was considered statistically significant. Based on the results, we evaluated 33 tagging single-nucleotide polymorphisms (SNPs) in the ACO1 gene, requiring a P value of less than .002 (.05/33) for statistical significance. All statistical tests were two-sided. RESULTS: Two metabolites in the tricarboxylic acid (TCA) cycle--isocitrate and aconitate--were statistically significantly associated with survival. Participants in the highest vs lowest quintile had hazard ratios (HRs) for death of 1.89 (95% confidence interval [CI] = 1.06 to 3.35, Ptrend < .001) for isocitrate and 2.54 (95% CI = 1.42 to 4.54, Ptrend < .001) for aconitate. Isocitrate is interconverted with citrate via the intermediate aconitate in a reaction catalyzed by the enzyme aconitase 1 (ACO1). Therefore, we investigated the citrate to aconitate plus isocitrate ratio and SNPs in the ACO1 gene. The ratio was strongly associated with survival (P trend < .001) as was the SNP rs7874815 in the ACO1 gene (hazard ratio for death per minor allele = 1.37, 95% CI = 1.16 to 1.61, P < .001). Patients had an approximately three-fold hazard for death when possessing one or more minor alleles at rs7874851 and high aconitate or isocitrate. CONCLUSIONS: Prediagnostic circulating levels of TCA cycle intermediates and inherited ACO1 genotypes were associated with survival among patients with pancreatic cancer.
Subject(s)
Biomarkers, Tumor/blood , Iron Regulatory Protein 1/blood , Iron Regulatory Protein 1/genetics , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/mortality , Polymorphism, Single Nucleotide , Tricarboxylic Acids/blood , Aconitic Acid/blood , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Genotype , Humans , Isocitrates/blood , Kaplan-Meier Estimate , Male , Middle Aged , Nurses , Odds Ratio , Pancreatic Neoplasms/diagnosis , Proportional Hazards Models , Prospective Studies , United States/epidemiology , Women's HealthABSTRACT
Data on absorption and consumption in heart tissue of free and ester-bound fatty acids from blood lipids are discussed. Preferential utilization of individual fatty acids in heart tissue from blood lipids is considered. Dependence of fatty acid metabolism on the activity of tricarboxylic acid cycle, interrelationship between metabolism of endogenous and exogenous fatty acids in heart muscle are considered. The data are analyzed on pathways of exogenous fatty acids turnover in tissues, their conversion into endogenous fatty acids, specific for individual tissue, cells and their organelles. Development of syndrome of unsaturated fatty acids deficiency, induced by incomplete fatty diet, is discussed. Metabolism of fatty acids in heart under conditions of oxygen deficiency is considered. The data are reviewed on the effects of hypoxia on metabolism of fatty acids in myocardium. Carbohydrate and fatty acid consumption in heart muscle, typical alterations in fatty acid incorporation into heart lipids, effect of fatty acids excess on functioning of sarcoplasmic reticulum and mitochondrial membranes are discussed.
Subject(s)
Coronary Disease/metabolism , Fatty Acids, Nonesterified/metabolism , Myocardium/metabolism , Acetyl Coenzyme A/blood , Acetyl Coenzyme A/metabolism , Animals , Citric Acid Cycle , Coronary Disease/blood , Coronary Disease/enzymology , Erucic Acids/blood , Erucic Acids/metabolism , Fatty Acids, Nonesterified/blood , Humans , In Vitro Techniques , Mitochondria, Heart/metabolism , Myocardium/enzymology , NAD/blood , NAD/metabolism , NADP/blood , NADP/metabolism , Oxygen Consumption , Tissue Distribution , Tricarboxylic Acids/blood , Tricarboxylic Acids/metabolism , Triglycerides/blood , Triglycerides/metabolismABSTRACT
1. Rumen microorganisms convert trans-aconitate to tricarballylate. The following experiments describe factors affecting the yield of tricarballylate, its absorption from the rumen into blood and its effect on mammalian citric acid cycle activity in vitro. 2. When mixed rumen microorganisms were incubated in vitro with Timothy hay (Phleum pratense L.) and 6.7 mM-trans-aconitate, 64% of the trans-aconitate was converted to tricarballylate. Chloroform and nitrate treatments inhibited methane production and increased the yield of tricarballylate to 82 and 75% respectively. 3. Sheep given gelatin capsules filled with 20 g trans-aconitate absorbed tricarballylate and the plasma concentration ranged from 0.3 to 0.5 mM 9 h after administration. Feeding an additional 40 g potassium chloride had little effect on plasma tricarballylate concentrations. Between 9 and 36 h there was a nearly linear decline in plasma tricarballylate. 4. Tricarballylate was a competitive inhibitor of the enzyme, aconitate hydratase (aconitase; EC 4.2.1.3), and the inhibitor constant, KI, was 0.52 mM. This KI value was similar to the Michaelis-Menten constant (Km) of the enzyme for citrate. 5. When liver slices from sheep were incubated with increasing concentrations of tricarballylate, [14C]acetate oxidation decreased. However, even at relatively high concentrations (8 mM), oxidation was still greater than 80% of the maximum. Oxidation of [14C]acetate by isolated rat liver cells was inhibited to a greater extent by tricarballylate. Concentrations as low as 0.5 mM caused a 30% inhibition of citric acid cycle activity.