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1.
Transl Psychiatry ; 7(8): e1193, 2017 08 08.
Article in English | MEDLINE | ID: mdl-28786978

ABSTRACT

Clinical evidence suggests that symptoms in premenstrual dysphoric disorder (PMDD) reflect abnormal responsivity to ovarian steroids. This differential steroid sensitivity could be underpinned by abnormal processing of the steroid signal. We used a pharmacometabolomics approach in women with prospectively confirmed PMDD (n=15) and controls without menstrual cycle-related affective symptoms (n=15). All were medication-free with normal menstrual cycle lengths. Notably, women with PMDD were required to show hormone sensitivity in an ovarian suppression protocol. Ovarian suppression was induced for 6 months with gonadotropin-releasing hormone (GnRH)-agonist (Lupron); after 3 months all were randomized to 4 weeks of estradiol (E2) or progesterone (P4). After a 2-week washout, a crossover was performed. Liquid chromatography/tandem mass spectrometry measured 49 steroid metabolites in serum. Values were excluded if >40% were below the limit of detectability (n=21). Analyses were performed with Wilcoxon rank-sum tests using false-discovery rate (q<0.2) for multiple comparisons. PMDD and controls had similar basal levels of metabolites during Lupron and P4-derived neurosteroids during Lupron or E2/P4 conditions. Both groups had significant increases in several steroid metabolites compared with the Lupron alone condition after treatment with E2 (that is, estrone-SO4 (q=0.039 and q=0.002, respectively) and estradiol-3-SO4 (q=0.166 and q=0.001, respectively)) and after treatment with P4 (that is, allopregnanolone (q=0.001 for both PMDD and controls), pregnanediol (q=0.077 and q=0.030, respectively) and cortexone (q=0.118 and q=0.157, respectively). Only sulfated steroid metabolites showed significant diagnosis-related differences. During Lupron plus E2 treatment, women with PMDD had a significantly attenuated increase in E2-3-sulfate (q=0.035) compared with control women, and during Lupron plus P4 treatment a decrease in DHEA-sulfate (q=0.07) compared with an increase in controls. Significant effects of E2 addback compared with Lupron were observed in women with PMDD who had significant decreases in DHEA-sulfate (q=0.065) and pregnenolone sulfate (q=0.076), whereas controls had nonsignificant increases (however, these differences did not meet statistical significance for a between diagnosis effect). Alterations of sulfotransferase activity could contribute to the differential steroid sensitivity in PMDD. Importantly, no differences in the formation of P4-derived neurosteroids were observed in this otherwise highly selected sample of women studied under controlled hormone exposures.


Subject(s)
Estradiol/pharmacology , Leuprolide/pharmacology , Metabolome/drug effects , Premenstrual Dysphoric Disorder/metabolism , Progesterone/pharmacology , Adult , Cross-Over Studies , Desoxycorticosterone/blood , Estradiol/analogs & derivatives , Estradiol/blood , Estrone/blood , Female , Humans , Middle Aged , Pregnanediol/blood , Pregnanolone/blood , Young Adult
2.
Transl Psychiatry ; 6(9): e894, 2016 09 20.
Article in English | MEDLINE | ID: mdl-27648916

ABSTRACT

Ketamine, at sub-anesthetic doses, is reported to rapidly decrease depression symptoms in patients with treatment-resistant major depressive disorder (MDD). Many patients do not respond to currently available antidepressants, (for example, serotonin reuptake inhibitors), making ketamine and its enantiomer, esketamine, potentially attractive options for treatment-resistant MDD. Although mechanisms by which ketamine/esketamine may produce antidepressant effects have been hypothesized on the basis of preclinical data, the neurobiological correlates of the rapid therapeutic response observed in patients receiving treatment have not been established. Here we use a pharmacometabolomics approach to map global metabolic effects of these compounds in treatment-refractory MDD patients upon 2 h from infusion with ketamine (n=33) or its S-enantiomer, esketamine (n=20). The effects of esketamine on metabolism were retested in the same subjects following a second exposure administered 4 days later. Two complementary metabolomics platforms were used to provide broad biochemical coverage. In addition, we investigated whether changes in particular metabolites correlated with treatment outcome. Both drugs altered metabolites related to tryptophan metabolism (for example, indole-3-acetate and methionine) and/or the urea cycle (for example, citrulline, arginine and ornithine) at 2 h post infusion (q<0.25). In addition, we observed changes in glutamate and circulating phospholipids that were significantly associated with decreases in depression severity. These data provide new insights into the mechanism underlying the rapid antidepressant effects of ketamine and esketamine, and constitute some of the first detailed metabolomics mapping for these promising therapies.


Subject(s)
Depressive Disorder, Major/drug therapy , Depressive Disorder, Treatment-Resistant/drug therapy , Excitatory Amino Acid Antagonists/therapeutic use , Ketamine/therapeutic use , Metabolomics , Adult , Arginine/metabolism , Citrulline/metabolism , Depressive Disorder, Major/metabolism , Depressive Disorder, Treatment-Resistant/metabolism , Female , Glutamic Acid/metabolism , Humans , Indoleacetic Acids/metabolism , Infusions, Intravenous , Male , Methionine/metabolism , Middle Aged , Ornithine/metabolism , Phenotype , Phospholipids/metabolism , Tryptophan/metabolism , Urea/metabolism
3.
Mol Psychiatry ; 21(12): 1717-1725, 2016 12.
Article in English | MEDLINE | ID: mdl-26903268

ABSTRACT

Millions of patients suffer from major depressive disorder (MDD), but many do not respond to selective serotonin reuptake inhibitor (SSRI) therapy. We used a pharmacometabolomics-informed pharmacogenomics research strategy to identify genes associated with metabolites that were related to SSRI response. Specifically, 306 MDD patients were treated with citalopram or escitalopram and blood was drawn at baseline, 4 and 8 weeks for blood drug levels, genome-wide single nucleotide polymorphism (SNP) genotyping and metabolomic analyses. SSRI treatment decreased plasma serotonin concentrations (P<0.0001). Baseline and plasma serotonin concentration changes were associated with clinical outcomes (P<0.05). Therefore, baseline and serotonin concentration changes were used as phenotypes for genome-wide association studies (GWAS). GWAS for baseline plasma serotonin concentrations revealed a genome-wide significant (P=7.84E-09) SNP cluster on chromosome four 5' of TSPAN5 and a cluster across ERICH3 on chromosome one (P=9.28E-08) that were also observed during GWAS for change in serotonin at 4 (P=5.6E-08 and P=7.54E-07, respectively) and 8 weeks (P=1.25E-06 and P=3.99E-07, respectively). The SNPs on chromosome four were expression quantitative trait loci for TSPAN5. Knockdown (KD) and overexpression (OE) of TSPAN5 in a neuroblastoma cell line significantly altered the expression of serotonin pathway genes (TPH1, TPH2, DDC and MAOA). Chromosome one SNPs included two ERICH3 nonsynonymous SNPs that resulted in accelerated proteasome-mediated degradation. In addition, ERICH3 and TSPAN5 KD and OE altered media serotonin concentrations. Application of a pharmacometabolomics-informed pharmacogenomic research strategy, followed by functional validation, indicated that TSPAN5 and ERICH3 are associated with plasma serotonin concentrations and may have a role in SSRI treatment outcomes.


Subject(s)
Depressive Disorder, Major/genetics , Metabolomics/methods , Pharmacogenetics/methods , Adult , Cell Line , Citalopram/therapeutic use , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/metabolism , Female , Genome-Wide Association Study/methods , Genotype , Humans , Male , Polymorphism, Single Nucleotide/genetics , Serotonin/blood , Selective Serotonin Reuptake Inhibitors/metabolism , Selective Serotonin Reuptake Inhibitors/pharmacology , Tetraspanins/genetics , Tetraspanins/metabolism , Treatment Outcome
4.
Clin Pharmacol Ther ; 98(1): 71-5, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25871646

ABSTRACT

The scaling up of data in clinical pharmacology and the merger of systems biology and pharmacology has led to the emergence of a new discipline of Quantitative and Systems Pharmacology (QSP). This new research direction might significantly advance the discovery, development, and clinical use of therapeutic drugs. Research communities from computational biology, systems biology, and biological engineering--working collaboratively with pharmacologists, geneticists, biochemists, and analytical chemists--are creating and modeling large data on drug effects that is transforming our understanding of how these drugs work at a network level. In this review, we highlight developments in a new and rapidly growing field--pharmacometabolomics--in which large biochemical data-capturing effects of genome, gut microbiome, and environment exposures is revealing information about metabotypes and treatment outcomes, and creating metabolic signatures as new potential biomarkers. Pharmacometabolomics informs and complements pharmacogenomics and together they provide building blocks for QSP.


Subject(s)
Biomarkers/metabolism , Drug Discovery , Metabolome , Pharmacology , Precision Medicine , Biomarkers, Pharmacological/metabolism , Humans , Metabolic Networks and Pathways , Pharmacogenetics , Phenotype
5.
CPT Pharmacometrics Syst Pharmacol ; 4(11): 669-79, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26783503

ABSTRACT

Achieving hypertension (HTN) control and mitigating the adverse health effects associated with HTN continues to be a global challenge. Some individuals respond poorly to current HTN therapies, and mechanisms for response variation remain poorly understood. We used a nontargeted metabolomics approach (gas chromatography time-of-flight/mass spectrometry gas chromatography time-of-flight/mass spectrometry) measuring 489 metabolites to characterize metabolite signatures associated with treatment response to anti-HTN drugs, atenolol (ATEN), and hydrochlorothiazide (HCTZ), in white and black participants with uncomplicated HTN enrolled in the Pharmacogenomic Evaluation of Antihypertensive Responses study. Metabolite profiles were significantly different between races, and metabolite responses associated with home diastolic blood pressure (HDBP) response were identified. Metabolite pathway analyses identified gluconeogenesis, plasmalogen synthesis, and tryptophan metabolism increases in white participants treated with HCTZ (P < 0.05). Furthermore, we developed predictive models from metabolite signatures of HDBP treatment response (P < 1 × 10(-5)). As part of a quantitative systems pharmacology approach, the metabolites identified herein may serve as biomarkers for improving treatment decisions and elucidating mechanisms driving HTN treatment responses.

6.
CPT Pharmacometrics Syst Pharmacol ; 3: e125, 2014 Jul 16.
Article in English | MEDLINE | ID: mdl-25029353

ABSTRACT

While aspirin is generally effective for prevention of cardiovascular disease, considerable variation in drug response exists, resulting in some individuals displaying high on-treatment platelet reactivity. We used pharmacometabolomics to define pathways implicated in variation of response to treatment. We profiled serum samples from healthy subjects pre- and postaspirin (14 days, 81 mg/day) using mass spectrometry. We established a strong signature of aspirin exposure independent of response (15/34 metabolites changed). In our discovery (N = 80) and replication (N = 125) cohorts, higher serotonin levels pre- and postaspirin correlated with high, postaspirin, collagen-induced platelet aggregation. In a third cohort, platelets from subjects with the highest levels of serotonin preaspirin retained higher reactivity after incubation with aspirin than platelets from subjects with the lowest serotonin levels preaspirin (72 ± 8 vs. 61 ± 11%, P = 0.02, N = 20). Finally, ex vivo, serotonin strongly increased platelet reactivity after platelet incubation with aspirin (+20%, P = 4.9 × 10(-4), N = 12). These results suggest that serotonin is implicated in aspirin response variability.

7.
Clin Pharmacol Ther ; 95(2): 154-67, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24193171

ABSTRACT

Metabolomics, the study of metabolism at an "omic" level, has the potential to transform our understanding of mechanisms of drug action and the molecular basis for variation in drug response. It is now possible to define metabolic signatures of drug exposure that can identify pathways involved in both drug efficacy and adverse drug reactions. In addition, the "metabotype," the metabolic "signature" of a patient, is a unique identity that contains information about drug response and disease heterogeneity. The application of metabolomics for the study of drug effects and variation in drug response is creating "pharmacometabolomics," a discipline that will contribute to personalized drug therapy and will complement pharmacogenomics by capturing environmental and microbiome-level influences on response to drug therapy. This field has the potential to transform pharmacology and clinical pharmacology in significant ways and will contribute to efforts for personalized therapy. This overview highlights developments in the new discipline of pharmacometabolomics.


Subject(s)
Metabolomics/methods , Pharmacology, Clinical/methods , Acetaminophen/adverse effects , Animals , Antipsychotic Agents/pharmacokinetics , Antipsychotic Agents/pharmacology , Antipsychotic Agents/therapeutic use , Chemical and Drug Induced Liver Injury/etiology , Chemical and Drug Induced Liver Injury/microbiology , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/metabolism , Drug Therapy/methods , Gastrointestinal Tract/microbiology , Humans , Microbiota/drug effects , Pharmacokinetics , Schizophrenia/drug therapy , Schizophrenia/metabolism , Selective Serotonin Reuptake Inhibitors/pharmacokinetics , Selective Serotonin Reuptake Inhibitors/pharmacology , Selective Serotonin Reuptake Inhibitors/therapeutic use , Systems Biology/methods , Treatment Outcome
8.
Clin Pharmacol Ther ; 94(5): 562-5, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23945822

ABSTRACT

Statins reduce risk of cardiovascular disease (CVD) by decreasing plasma low-density lipoprotein (LDL) concentrations, as well as reducing inflammation and improving endothelial function. Despite their documented efficacy, there is considerable interindividual variation in effects of statins on CVD biomarkers. In the studies summarized here, we used complementary metabolomics platforms to define global effects of a statin (simvastatin) on metabolism and to identify markers indicative of mechanisms that contribute to variation in plasma LDL response to statin treatment.


Subject(s)
Hydroxymethylglutaryl-CoA Reductase Inhibitors/pharmacology , Metabolomics , Bile Acids and Salts/metabolism , Chromatography, Gas , Gas Chromatography-Mass Spectrometry , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/metabolism , Lipid Metabolism/drug effects , Lipids/blood , Lipoproteins, LDL/metabolism , Metabolomics/methods , Sterols/metabolism
10.
Clin Pharmacol Ther ; 94(4): 525-32, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23839601

ABSTRACT

Although aspirin is a well-established antiplatelet agent, the mechanisms of aspirin resistance remain poorly understood. Metabolomics allows for measurement of hundreds of small molecules in biological samples, enabling detailed mapping of pathways involved in drug response. We defined the metabolic signature of aspirin exposure in subjects from the Heredity and Phenotype Intervention Heart Study. Many metabolites, including known aspirin catabolites, changed on exposure to aspirin, and pathway enrichment analysis identified purine metabolism as significantly affected by drug exposure. Furthermore, purines were associated with aspirin response, and poor responders had higher postaspirin adenosine and inosine levels than did good responders (n = 76; both P < 4 × 10(-3)). Using our established "pharmacometabolomics-informed pharmacogenomics" approach, we identified genetic variants in adenosine kinase associated with aspirin response. Combining metabolomics and genomics allowed for more comprehensive interrogation of mechanisms of variation in aspirin response--an important step toward personalized treatment approaches for cardiovascular disease.


Subject(s)
Aspirin/pharmacology , Drug Resistance/genetics , Metabolomics , Platelet Aggregation Inhibitors/pharmacology , Purines/metabolism , Adenosine Kinase/genetics , Adult , Alleles , Aspirin/pharmacokinetics , Female , Humans , Male , Platelet Aggregation Inhibitors/pharmacokinetics
11.
Transl Psychiatry ; 3: e244, 2013 Apr 09.
Article in English | MEDLINE | ID: mdl-23571809

ABSTRACT

The pathogenic mechanisms of Alzheimer's disease (AD) remain largely unknown and clinical trials have not demonstrated significant benefit. Biochemical characterization of AD and its prodromal phase may provide new diagnostic and therapeutic insights. We used targeted metabolomics platform to profile cerebrospinal fluid (CSF) from AD (n=40), mild cognitive impairment (MCI, n=36) and control (n=38) subjects; univariate and multivariate analyses to define between-group differences; and partial least square-discriminant analysis models to classify diagnostic groups using CSF metabolomic profiles. A partial correlation network was built to link metabolic markers, protein markers and disease severity. AD subjects had elevated methionine (MET), 5-hydroxyindoleacetic acid (5-HIAA), vanillylmandelic acid, xanthosine and glutathione versus controls. MCI subjects had elevated 5-HIAA, MET, hypoxanthine and other metabolites versus controls. Metabolite ratios revealed changes within tryptophan, MET and purine pathways. Initial pathway analyses identified steps in several pathways that appear altered in AD and MCI. A partial correlation network showed total tau most directly related to norepinephrine and purine pathways; amyloid-ß (Ab42) was related directly to an unidentified metabolite and indirectly to 5-HIAA and MET. These findings indicate that MCI and AD are associated with an overlapping pattern of perturbations in tryptophan, tyrosine, MET and purine pathways, and suggest that profound biochemical alterations are linked to abnormal Ab42 and tau metabolism. Metabolomics provides powerful tools to map interlinked biochemical pathway perturbations and study AD as a disease of network failure.


Subject(s)
Alzheimer Disease/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Case-Control Studies , Chromatography, Liquid , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/metabolism , Female , Humans , Male , Metabolic Networks and Pathways , Metabolomics , Middle Aged , Neuropsychological Tests , Prospective Studies
12.
Transl Psychiatry ; 3: e223, 2013 Jan 22.
Article in English | MEDLINE | ID: mdl-23340506

ABSTRACT

In this study, we characterized early biochemical changes associated with sertraline and placebo administration and changes associated with a reduction in depressive symptoms in patients with major depressive disorder (MDD). MDD patients received sertraline or placebo in a double-blind 4-week trial; baseline, 1 week, and 4 weeks serum samples were profiled using a gas chromatography time of flight mass spectrometry metabolomics platform. Intermediates of TCA and urea cycles, fatty acids and intermediates of lipid biosynthesis, amino acids, sugars and gut-derived metabolites were changed after 1 and 4 weeks of treatment. Some of the changes were common to the sertraline- and placebo-treated groups. Changes after 4 weeks of treatment in both groups were more extensive. Pathway analysis in the sertraline group suggested an effect of drug on ABC and solute transporters, fatty acid receptors and transporters, G signaling molecules and regulation of lipid metabolism. Correlation between biochemical changes and treatment outcomes in the sertraline group suggested a strong association with changes in levels of branched chain amino acids (BCAAs), lower BCAAs levels correlated with better treatment outcomes; pathway analysis in this group revealed that methionine and tyrosine correlated with BCAAs. Lower levels of lactic acid, higher levels of TCA/urea cycle intermediates, and 3-hydroxybutanoic acid correlated with better treatment outcomes in placebo group. Results of this study indicate that biochemical changes induced by drug continue to evolve over 4 weeks of treatment and that might explain partially delayed response. Response to drug and response to placebo share common pathways but some pathways are more affected by drug treatment. BCAAs seem to be implicated in mechanisms of recovery from a depressed state following sertraline treatment.


Subject(s)
Depressive Disorder, Major/drug therapy , Metabolome/drug effects , Selective Serotonin Reuptake Inhibitors/therapeutic use , Sertraline/therapeutic use , Adult , Depressive Disorder, Major/metabolism , Double-Blind Method , Female , Gas Chromatography-Mass Spectrometry , Humans , Male , Middle Aged , Placebo Effect , Time Factors , Treatment Outcome
13.
Article in English | MEDLINE | ID: mdl-22162828

ABSTRACT

The purpose of this study was to determine whether the baseline metabolic profile (that is, metabotype) of a patient with major depressive disorder (MDD) would define how an individual will respond to treatment. Outpatients with MDD were randomly assigned to sertraline (up to 150 mg per day) (N=43) or placebo (N=46) in a double-blind 4-week trial. Baseline serum samples were profiled using the liquid chromatography electrochemical array; the output was digitized to create a 'digital map' of the entire measurable response for a particular sample. Response was defined as ≥50% reduction baseline to week 4 in the 17-item Hamilton Rating Scale for Depression total score. Models were built using the one-out method for cross-validation. Multivariate analyses showed that metabolic profiles partially separated responders and non-responders to sertraline or to placebo. For the sertraline models, the overall correct classification rate was 81% whereas it was 72% for the placebo models. Several pathways were implicated in separation of responders and non-responders on sertraline and on placebo including phenylalanine, tryptophan, purine and tocopherol. Dihydroxyphenylacetic acid, tocopherols and serotonin were common metabolites in separating responders and non-responders to both drug and placebo. Pretreatment metabotypes may predict which depressed patients will respond to acute treatment (4 weeks) with sertraline or placebo. Some pathways were informative for both treatments whereas other pathways were unique in predicting response to either sertraline or placebo. Metabolomics may inform the biochemical basis for the early efficacy of sertraline.


Subject(s)
Depressive Disorder, Major/metabolism , Metabolomics/methods , Selective Serotonin Reuptake Inhibitors/therapeutic use , Sertraline/therapeutic use , Adult , Chromatography, Liquid/methods , Depressive Disorder, Major/blood , Depressive Disorder, Major/drug therapy , Double-Blind Method , Female , Humans , Least-Squares Analysis , Male , Metabolic Networks and Pathways , Middle Aged , Outpatients , Psychiatric Status Rating Scales , Selective Serotonin Reuptake Inhibitors/blood , Selective Serotonin Reuptake Inhibitors/metabolism , Sertraline/blood , Sertraline/metabolism
14.
Clin Pharmacol Ther ; 89(1): 97-104, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21107318

ABSTRACT

Major depressive disorder (MDD) is a common psychiatric disease. Selective serotonin reuptake inhibitors (SSRIs) are an important class of drugs used in the treatment of MDD. However, many patients do not respond adequately to SSRI therapy. We used a pharmacometabolomics-informed pharmacogenomic research strategy to identify citalopram/escitalopram treatment outcome biomarkers. Metabolomic assay of plasma samples from 20 escitalopram remitters and 20 nonremitters showed that glycine was negatively associated with treatment outcome (P = 0.0054). This observation was pursued by genotyping tag single-nucleotide polymorphisms (SNPs) for genes encoding glycine synthesis and degradation enzymes, using 529 DNA samples from SSRI-treated MDD patients. The rs10975641 SNP in the glycine dehydrogenase (GLDC) gene was associated with treatment outcome phenotypes. Genotyping for rs10975641 was carried out in 1,245 MDD patients in the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study, and its presence was significant (P = 0.02) in DNA taken from these patients. These results highlight a possible role for glycine in SSRI response and illustrate the use of pharmacometabolomics to "inform" pharmacogenomics.


Subject(s)
Citalopram/therapeutic use , Depressive Disorder, Major/blood , Depressive Disorder, Major/drug therapy , Glycine Dehydrogenase (Decarboxylating)/genetics , Glycine/blood , Selective Serotonin Reuptake Inhibitors/therapeutic use , Biomarkers, Pharmacological/blood , Cell Line , Chromosomes, Human, Pair 9/genetics , DNA-Binding Proteins/metabolism , Depressive Disorder, Major/genetics , Drug Monitoring/methods , Female , Genetic Association Studies , Glycine/metabolism , Humans , Introns/genetics , Linkage Disequilibrium , Male , Metabolome/drug effects , Nuclear Proteins/metabolism , Polymorphism, Single Nucleotide
15.
Mol Psychiatry ; 15(9): 938-53, 2010 Sep.
Article in English | MEDLINE | ID: mdl-19401681

ABSTRACT

Schizophrenia is characterized by complex and dynamically interacting perturbations in multiple neurochemical systems. In the past, evidence for these alterations has been collected piecemeal, limiting our understanding of the interactions among relevant biological systems. Earlier, both hyper- and hyposerotonemia were variously associated with the longitudinal course of schizophrenia, suggesting a disturbance in the central serotonin (5-hydroxytryptamine (5-HT)) function. Using a targeted electrochemistry-based metabolomics platform, we compared metabolic signatures consisting of 13 plasma tryptophan (Trp) metabolites simultaneously between first-episode neuroleptic-naive patients with schizophrenia (FENNS, n=25) and healthy controls (HC, n=30). We also compared these metabolites between FENNS at baseline (BL) and 4 weeks (4w) after antipsychotic treatment. N-acetylserotonin was increased in FENNS-BL compared with HC (P=0.0077, which remained nearly significant after Bonferroni correction). N-acetylserotonin/Trp and melatonin (Mel)/serotonin ratios were higher, and Mel/N-acetylserotonin ratio was lower in FENNS-BL (all P-values<0.0029), but not after treatment, compared with HC volunteers. All three groups had highly significant correlations between Trp and its metabolites, Mel, kynurenine, 3-hydroxykynurenine and tryptamine. However, in the HC, but in neither of the FENNS groups, serotonin was highly correlated with Trp, Mel, kynurenine or tryptamine, and 5-hydroxyindoleacetic acid (5HIAA) was highly correlated with Trp, Mel, kynurenine or 3-hydroxykynurenine. A significant difference between HC and FENNS-BL was further shown only for the Trp-5HIAA correlation. Thus, some metabolite interactions within the Trp pathway seem to be altered in the FENNS-BL patients. Conversion of serotonin to N-acetylserotonin by serotonin N-acetyltransferase may be upregulated in FENNS patients, possibly related to the observed alteration in Trp-5HIAA correlation. Considering N-acetylserotonin as a potent antioxidant, such increases in N-acetylserotonin might be a compensatory response to increased oxidative stress, implicated in the pathogenesis of schizophrenia.


Subject(s)
Oxidative Stress/physiology , Schizophrenia/metabolism , Tryptophan/metabolism , Adolescent , Adult , Antipsychotic Agents , Female , Humans , Hydroxyindoleacetic Acid/metabolism , Kynurenine/analogs & derivatives , Kynurenine/metabolism , Male , Melatonin/metabolism , Serotonin/analogs & derivatives , Serotonin/metabolism , Young Adult
16.
Mol Psychiatry ; 12(10): 934-45, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17440431

ABSTRACT

Schizophrenia is associated with impairments in neurotransmitter systems and changes in neuronal membrane phospholipids. Several atypical antipsychotic drugs induce weight gain and hypertriglyceridemia. To date, there has not been a comprehensive evaluation and mapping of global lipid changes in schizophrenia, and upon treatment with antipsychotics. Such mapping could provide novel insights about disease mechanisms and metabolic side effects of therapies used for its treatment. We used a specialized metabolomics platform 'lipidomics' that quantifies over 300 polar and nonpolar lipid metabolites (across seven lipid classes) to evaluate global lipid changes in schizophrenia and upon treatment with three commonly used atypical antipsychotics. Lipid profiles were derived for 50 patients with schizophrenia before and after treatment for 2-3 weeks with olanzapine (n=20), risperidone (n=14) or aripiprazole (n=16). Patients were recruited in two cohorts (study I, n=27 and study II, n=23) to permit an internal replication analyses. The change from baseline to post-treatment was then compared among the three drugs. Olanzapine and risperidone affected a much broader range of lipid classes than aripiprazole. Approximately 50 lipids tended to be increased with both risperidone and olanzapine and concentrations of triacylglycerols increased and free fatty acids decreased with both drugs but not with aripiprazole. Phosphatidylethanolamine concentrations that were suppressed in patients with schizophrenia were raised by all three drugs. Drug specific differences were also detected. A principal component analysis (PCA) identified baseline lipid alterations, which correlated with acute treatment response. A more definitive long-term randomized study of these drugs correlating global lipid changes with clinical outcomes could yield biomarkers that define drug-response phenotypes.


Subject(s)
Antipsychotic Agents/pharmacology , Lipid Metabolism/drug effects , Lipids/blood , Schizophrenia/blood , Adult , Analysis of Variance , Antipsychotic Agents/therapeutic use , Cohort Studies , Female , Humans , Male , Principal Component Analysis , Psychiatric Status Rating Scales , Schizophrenia/drug therapy
17.
J Neurochem ; 77(2): 383-90, 2001 Apr.
Article in English | MEDLINE | ID: mdl-11299300

ABSTRACT

Several lines of evidence implicate excitotoxic mechanisms in the pathogenesis of amyotrophic lateral sclerosis (ALS). Transgenic mice with a superoxide dismutase mutation (G93A) have been utilized as an animal model of familial ALS (FALS). We examined the cortical concentrations of glutamate using in vivo microdialysis and in vivo nuclear magnetic resonance (NMR) spectroscopy, and the effect of long-term creatine supplementation. NMDA-stimulated and Ltrans-pyrrolidine-2,4-dicarboxylate (LTPD)-induced increases in glutamate were significantly higher in G93A mice compared with littermate wild-type mice at 115 days of age. At this age, the tissue concentrations of glutamate were also significantly increased as measured with NMR spectroscopy. Creatine significantly increased longevity and motor performance of the G93A mice, and significantly attenuated the increases in glutamate measured with spectroscopy at 75 days of age, but had no effect at 115 days of age. These results are consistent with impaired glutamate transport in G93A transgenic mice. The beneficial effect of creatine may be partially mediated by improved function of the glutamate transporter, which has a high demand for energy and is susceptible to oxidative stress.


Subject(s)
Brain Chemistry/drug effects , Creatine/therapeutic use , Glutamic Acid/metabolism , Motor Neuron Disease/drug therapy , ATP-Binding Cassette Transporters/metabolism , Amino Acid Transport System X-AG , Animals , Biological Transport/drug effects , Body Weight/drug effects , Creatine/pharmacology , Dicarboxylic Acids/pharmacology , Dicarboxylic Acids/toxicity , Disease Models, Animal , Excitatory Amino Acid Agonists/pharmacology , Excitatory Amino Acid Agonists/toxicity , Glutamine/metabolism , Magnetic Resonance Spectroscopy , Male , Mice , Mice, Transgenic , Microdialysis , Motor Activity/drug effects , Motor Neuron Disease/genetics , Motor Neuron Disease/metabolism , N-Methylaspartate/pharmacology , N-Methylaspartate/toxicity , Neurotransmitter Uptake Inhibitors/pharmacology , Neurotransmitter Uptake Inhibitors/toxicity , Oxidative Stress , Psychomotor Performance/drug effects , Pyrrolidines/pharmacology , Pyrrolidines/toxicity , Superoxide Dismutase/deficiency , Superoxide Dismutase/genetics
18.
Physiol Rev ; 80(3): 1107-213, 2000 Jul.
Article in English | MEDLINE | ID: mdl-10893433

ABSTRACT

The goal of this review is to present a comprehensive survey of the many intriguing facets of creatine (Cr) and creatinine metabolism, encompassing the pathways and regulation of Cr biosynthesis and degradation, species and tissue distribution of the enzymes and metabolites involved, and of the inherent implications for physiology and human pathology. Very recently, a series of new discoveries have been made that are bound to have distinguished implications for bioenergetics, physiology, human pathology, and clinical diagnosis and that suggest that deregulation of the creatine kinase (CK) system is associated with a variety of diseases. Disturbances of the CK system have been observed in muscle, brain, cardiac, and renal diseases as well as in cancer. On the other hand, Cr and Cr analogs such as cyclocreatine were found to have antitumor, antiviral, and antidiabetic effects and to protect tissues from hypoxic, ischemic, neurodegenerative, or muscle damage. Oral Cr ingestion is used in sports as an ergogenic aid, and some data suggest that Cr and creatinine may be precursors of food mutagens and uremic toxins. These findings are discussed in depth, the interrelationships are outlined, and all is put into a broader context to provide a more detailed understanding of the biological functions of Cr and of the CK system.


Subject(s)
Creatine/metabolism , Creatinine/metabolism , Animals , Creatine/analogs & derivatives , Humans
19.
J Neurosci ; 20(12): 4389-97, 2000 Jun 15.
Article in English | MEDLINE | ID: mdl-10844007

ABSTRACT

Huntington's disease (HD) is a progressive neurodegenerative illness for which there is no effective therapy. We examined whether creatine, which may exert neuroprotective effects by increasing phosphocreatine levels or by stabilizing the mitochondrial permeability transition, has beneficial effects in a transgenic mouse model of HD (line 6/2). Dietary creatine supplementation significantly improved survival, slowed the development of brain atrophy, and delayed atrophy of striatal neurons and the formation of huntingtin-positive aggregates in R6/2 mice. Body weight and motor performance on the rotarod test were significantly improved in creatine-supplemented R6/2 mice, whereas the onset of diabetes was markedly delayed. Nuclear magnetic resonance spectroscopy showed that creatine supplementation significantly increased brain creatine concentrations and delayed decreases in N-acetylaspartate concentrations. These results support a role of metabolic dysfunction in a transgenic mouse model of HD and suggest a novel therapeutic strategy to slow the pathological process.


Subject(s)
Creatine/therapeutic use , Huntington Disease/drug therapy , Nerve Tissue Proteins/genetics , Neurons/pathology , Neuroprotective Agents/therapeutic use , Nuclear Proteins/genetics , Animals , Animals, Genetically Modified , Aspartic Acid/analogs & derivatives , Aspartic Acid/metabolism , Atrophy , Brain/drug effects , Brain/pathology , Corpus Striatum/drug effects , Corpus Striatum/pathology , Creatine/administration & dosage , Creatine/metabolism , Crosses, Genetic , Dietary Supplements , Female , Humans , Huntingtin Protein , Huntington Disease/pathology , Huntington Disease/physiopathology , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred Strains , Motor Activity/drug effects , Neurons/drug effects , Neuroprotective Agents/administration & dosage
20.
Brain Res ; 860(1-2): 195-8, 2000 Mar 31.
Article in English | MEDLINE | ID: mdl-10727643

ABSTRACT

We examined whether creatine administration could exert neuroprotective effects against excitotoxicity mediated by N-methyl-D-aspartate (NMDA), alpha-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) and kainic acid. Oral administration of 1% creatine significantly attenuated striatal excitotoxic lesions produced by NMDA, but had no effect on lesions produced by AMPA or kainic acid. Both creatine and nicotinamide can exert significant protective effects against malonate-induced striatal lesions. We, therefore, examined whether nicotinamide could exert additive neuroprotective effects with creatine against malonate-induced lesions. Nicotinamide with creatine produced significantly better neuroprotection than creatine alone against malonate-induced lesions. Creatine can, therefore, produce significant neuroprotective effects against NMDA mediated excitotoxic lesions in vivo and the combination of nicotinamide with creatine exerts additive neuroprotective effects.


Subject(s)
Creatine/therapeutic use , Excitatory Amino Acid Agonists/toxicity , Excitatory Amino Acid Antagonists/therapeutic use , Kainic Acid/toxicity , Malonates/toxicity , N-Methylaspartate/toxicity , Neuroprotective Agents/therapeutic use , Niacinamide/therapeutic use , alpha-Amino-3-hydroxy-5-methyl-4-isoxazolepropionic Acid/toxicity , Administration, Oral , Animals , Calcium/metabolism , Corpus Striatum/drug effects , Corpus Striatum/pathology , Creatine/administration & dosage , Creatine/pharmacology , Energy Metabolism/drug effects , Excitatory Amino Acid Antagonists/administration & dosage , Excitatory Amino Acid Antagonists/pharmacology , Male , Mitochondria/drug effects , Mitochondria/metabolism , Neuroprotective Agents/administration & dosage , Neuroprotective Agents/pharmacology , Niacinamide/administration & dosage , Niacinamide/pharmacology , Rats , Rats, Sprague-Dawley
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