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2.
Metabolomics ; 17(2): 13, 2021 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-33462762

RESUMO

INTRODUCTION: Analyses of cerebrospinal fluid (CSF) metabolites in large, healthy samples have been limited and potential demographic moderators of brain metabolism are largely unknown. OBJECTIVE: Our objective in this study was to examine sex and race differences in 33 CSF metabolites within a sample of 129 healthy individuals (37 African American women, 29 white women, 38 African American men, and 25 white men). METHODS: CSF metabolites were measured with a targeted electrochemistry-based metabolomics platform. Sex and race differences were quantified with both univariate and multivariate analyses. Type I error was controlled for by using a Bonferroni adjustment (0.05/33 = .0015). RESULTS: Multivariate Canonical Variate Analysis (CVA) of the 33 metabolites showed correct classification of sex at an average rate of 80.6% and correct classification of race at an average rate of 88.4%. Univariate analyses revealed that men had significantly higher concentrations of cysteine (p < 0.0001), uric acid (p < 0.0001), and N-acetylserotonin (p = 0.049), while women had significantly higher concentrations of 5-hydroxyindoleacetic acid (5-HIAA) (p = 0.001). African American participants had significantly higher concentrations of 3-hydroxykynurenine (p = 0.018), while white participants had significantly higher concentrations of kynurenine (p < 0.0001), indoleacetic acid (p < 0.0001), xanthine (p = 0.001), alpha-tocopherol (p = 0.007), cysteine (p = 0.029), melatonin (p = 0.036), and 7-methylxanthine (p = 0.037). After the Bonferroni adjustment, the effects for cysteine, uric acid, and 5-HIAA were still significant from the analysis of sex differences and kynurenine and indoleacetic acid were still significant from the analysis of race differences. CONCLUSION: Several of the metabolites assayed in this study have been associated with mental health disorders and neurological diseases. Our data provide some novel information regarding normal variations by sex and race in CSF metabolite levels within the tryptophan, tyrosine and purine pathways, which may help to enhance our understanding of mechanisms underlying sex and race differences and potentially prove useful in the future treatment of disease.


Assuntos
Líquido Cefalorraquidiano/química , Metaboloma , Fatores Raciais , Fatores Sexuais , Adulto , Cisteína/líquido cefalorraquidiano , Feminino , Humanos , Ácido Hidroxi-Indolacético/líquido cefalorraquidiano , Ácidos Indolacéticos/líquido cefalorraquidiano , Cinurenina/análogos & derivados , Cinurenina/líquido cefalorraquidiano , Masculino , Melatonina/líquido cefalorraquidiano , Metabolômica , Serotonina/análogos & derivados , Serotonina/líquido cefalorraquidiano , Caracteres Sexuais , Ácido Úrico/líquido cefalorraquidiano , Xantina/líquido cefalorraquidiano , Xantinas/líquido cefalorraquidiano , alfa-Tocoferol/líquido cefalorraquidiano
3.
Psychol Med ; 50(4): 595-606, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-30867076

RESUMO

BACKGROUND: We aimed at exploring potential pathophysiological processes across psychotic disorders, applying metabolomics in a large and well-characterized sample of patients and healthy controls. METHODS: Patients with schizophrenia and bipolar disorders (N = 212) and healthy controls (N = 68) had blood sampling with subsequent metabolomics analyses using electrochemical coulometric array detection. Concentrations of 52 metabolites including tyrosine, tryptophan and purine pathways were compared between patients and controls while controlling for demographic and clinical characteristics. Significant findings were further tested in medication-free subsamples. RESULTS: Significantly decreased plasma concentrations in patients compared to healthy controls were found for 3-hydroxykynurenine (3OHKY, p = 0.0008), xanthurenic acid (XANU, p = 1.5×10-5), vanillylmandelic acid (VMA, p = 4.5×10-5) and metanephrine (MN, p = 0.0001). Plasma concentration of xanthine (XAN) was increased in the patient group (p = 3.5×10-5). Differences of 3OHKY, XANU, VMA and XAN were replicated across schizophrenia spectrum disorders and bipolar disorders subsamples of medication-free individuals. CONCLUSIONS: Although prone to residual confounding, the present results suggest the kynurenine pathway of tryptophan metabolism, noradrenergic and purinergic system dysfunction as trait factors in schizophrenia spectrum and bipolar disorders. Of special interest is XANU, a metabolite previously not found to be associated with bipolar disorders.


Assuntos
Transtorno Bipolar/metabolismo , Cinurenina/metabolismo , Redes e Vias Metabólicas , Transtornos Psicóticos/metabolismo , Esquizofrenia/metabolismo , Triptofano/metabolismo , Tirosina/metabolismo , Adolescente , Adulto , Transtorno Bipolar/sangue , Feminino , Humanos , Masculino , Metabolômica , Pessoa de Meia-Idade , Transtornos Psicóticos/sangue , Esquizofrenia/sangue , Adulto Jovem
4.
Transl Psychiatry ; 8(1): 10, 2018 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-29317604

RESUMO

Major depressive disorder (MDD) is a heterogeneous disease. Efforts to identify biomarkers for sub-classifying MDD and antidepressant therapy by genome-wide association studies (GWAS) alone have generally yielded disappointing results. We applied a metabolomics-informed genomic research strategy to study the contribution of genetic variation to MDD pathophysiology by assaying 31 metabolites, including compounds from the tryptophan, tyrosine, and purine pathways, in plasma samples from 290 MDD patients. Associations of metabolite concentrations with depressive symptoms were determined, followed by GWAS for selected metabolites and functional validation studies of the genes identified. Kynurenine (KYN), the baseline plasma metabolite that was most highly associated with depressive symptoms, was negatively correlated with severity of those symptoms. GWAS for baseline plasma KYN concentrations identified SNPs across the beta-defensin 1 (DEFB1) and aryl hydrocarbon receptor (AHR) genes that were cis-expression quantitative trait loci (eQTLs) for DEFB1 and AHR mRNA expression, respectively. Furthermore, the DEFB1 locus was associated with severity of MDD symptoms in a larger cohort of 803 MDD patients. Functional studies demonstrated that DEFB1 could neutralize lipopolysaccharide-stimulated expression of KYN-biosynthesizing enzymes in monocytic cells, resulting in altered KYN concentrations in the culture media. In addition, we demonstrated that AHR was involved in regulating the expression of enzymes in the KYN pathway and altered KYN biosynthesis in cell lines of hepatocyte and astrocyte origin. In conclusion, these studies identified SNPs that were cis-eQTLs for DEFB1 and AHR and, which were associated with variation in plasma KYN concentrations that were related to severity of MDD symptoms.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Transtorno Depressivo Maior/sangue , Cinurenina/sangue , Receptores de Hidrocarboneto Arílico/genética , beta-Defensinas/genética , Biomarcadores/sangue , Transtorno Depressivo Maior/genética , Estudo de Associação Genômica Ampla , Genômica , Humanos , Modelos Lineares , Metabolômica , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas , Índice de Gravidade de Doença , Transdução de Sinais
5.
Ann Clin Transl Neurol ; 2(7): 756-68, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26273688

RESUMO

OBJECTIVE: Huntington's disease (HD) is a rare neurodegenerative disease caused by the expansion of an N-terminal repeat in the huntingtin protein. The protein is expressed in all cells in the body; hence, peripheral tissues, such as blood, may recapitulate processes in the brain. The plasma metabolome may provide a window into active processes that influence brain health and a unique opportunity to noninvasively identify processes that may contribute to neurodegeneration. Alterations in metabolic pathways in brain have been shown to profoundly impact HD. Therefore, identification and quantification of critical metabolomic perturbations could provide novel biomarkers for disease onset and disease progression. METHODS: We analyzed the plasma metabolomic profiles from 52 premanifest (PHD), 102 early symptomatic HD, and 140 healthy controls (NC) using liquid chromatography coupled with a highly sensitive electrochemical detection platform. RESULTS: Alterations in tryptophan, tyrosine, purine, and antioxidant pathways were identified, including many related to energetic and oxidative stress and derived from the gut microbiome. Multivariate statistical modeling demonstrated mutually distinct metabolomic profiles, suggesting that the processes that determine onset were likely distinct from those that determine progression. Gut microbiome-derived metabolites particularly differentiated the PHD metabolome, while the symptomatic HD metabolome was increasingly influenced by metabolites that may reflect mutant huntingtin toxicity and neurodegeneration. INTERPRETATION: Understanding the complex changes in the delicate balance of the metabolome and the gut microbiome in HD, and how they relate to disease onset, progression, and phenotypic variability in HD are critical questions for future research.

6.
Metabolomics ; 11(3): 571-582, 2015 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-25983674

RESUMO

Mental stress induced left ventricular dysfunction (LVD) has been associated with a greater risk of adverse events in coronary heart disease (CHD) patients independent of conventional risk indicators. The underlying biochemical mechanisms of this cardiovascular condition are poorly understood. Our objective was to use metabolomics technology to identify biochemical changes that co-occur with mental stress-induced LVD in patients with clinically stable CHD. Participants were adult CHD patients who were recruited for mental stress-induced myocardial ischemia screening. For this study, we randomly selected 30 patients representing the extremes of the mental stress-induced left ventricular ejection fraction (LVEF) change distribution; 15 who showed LVD (i.e. LVEF reduction ≥5) and 15 who showed a normal left ventricular response (NLVR; i.e. a LVEF increase of ≥5) to three mental stressors. An electrochemistry based metabolomics platform was used to profile pre- and post-stress serum samples yielding data for 22 known compounds, primarily within the tyrosine, tryptophan, purine and methionine pathways. There were significant stress-induced changes in several compounds. A comparison between the NLVR and LVD groups showed significant effects for kynurenine (p = .036, N-acetylserotonin (p = .054), uric acid (p = .015), tyrosine (p = .019) and a trend for methionine (p = .065); the NLVR group showed a significantly greater stress-induced reduction in all of those compounds compared to the LVD group. Many of these biochemicals have been implicated in other stress-related phenomena and are plausible candidates for mechanisms underlying LVD in response to mental stress.

7.
Ann Behav Med ; 49(1): 49-57, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24806470

RESUMO

BACKGROUND: Previous research has shown an association between hostility and fasting glucose in African American women. Central nervous system serotonin activity is implicated both in metabolic processes and in hostility related traits. PURPOSE: The purpose of this study is to determine whether central nervous system serotonin influences the association between hostility and fasting glucose in African American women. METHODS: The study consisted of 119 healthy volunteers (36 African American women, 27 White women, 21 White males, and 35 African American males, mean age 34 ± 8.5 years). Serotonin related compounds were measured in cerebrospinal fluid. Hostility was measured by the Cook-Medley Hostility Scale. RESULTS: Hostility was associated with fasting glucose and central nervous system serotonin related compounds in African American women only. Controlling for the serotonin related compounds significantly reduced the association of hostility to glucose. CONCLUSIONS: The positive correlation between hostility and fasting glucose in African American women can partly be explained by central nervous system serotonin function.


Assuntos
Negro ou Afro-Americano , Glicemia/metabolismo , Jejum/metabolismo , Hostilidade , Serotonina/líquido cefalorraquidiano , Adulto , Jejum/sangue , Jejum/líquido cefalorraquidiano , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , População Branca , Adulto Jovem
8.
Anal Biochem ; 454: 23-32, 2014 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-24657819

RESUMO

Liquid chromatography-coulometric array detection (LC-EC) is a sensitive, quantitative, and robust metabolomics profiling tool that complements the commonly used mass spectrometry (MS) and nuclear magnetic resonance (NMR)-based approaches. However, LC-EC provides little structural information. We recently demonstrated a workflow for the structural characterization of metabolites detected by LC-EC profiling combined with LC-electrospray ionization (ESI)-MS and microNMR. This methodology is now extended to include (i) gas chromatography (GC)-electron ionization (EI)-MS analysis to fill structural gaps left by LC-ESI-MS and NMR and (ii) secondary fractionation of LC-collected fractions containing multiple coeluting analytes. GC-EI-MS spectra have more informative fragment ions that are reproducible for database searches. Secondary fractionation provides enhanced metabolite characterization by reducing spectral overlap in NMR and ion suppression in LC-ESI-MS. The need for these additional methods in the analysis of the broad chemical classes and concentration ranges found in plasma is illustrated with discussion of four specific examples: (i) characterization of compounds for which one or more of the detectors is insensitive (e.g., positional isomers in LC-MS, the direct detection of carboxylic groups and sulfonic groups in (1)H NMR, or nonvolatile species in GC-MS), (ii) detection of labile compounds, (iii) resolution of closely eluting and/or coeluting compounds, and (iv) the capability to harness structural similarities common in many biologically related, LC-EC-detectable compounds.


Assuntos
Cromatografia Líquida/métodos , Cromatografia Gasosa-Espectrometria de Massas/métodos , Espectroscopia de Ressonância Magnética/métodos , Metabolômica/métodos , Microtecnologia/métodos , Humanos , Indóis/sangue , Indóis/metabolismo
9.
Neurology ; 82(10): 850-7, 2014 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-24510496

RESUMO

OBJECTIVE: To assess the safety and tolerability of high-dose creatine, the feasibility of enrolling premanifest and 50% at-risk subjects in a prevention trial, and the potential of cognitive, imaging, and blood markers. METHODS: Sixty-four eligible consenting participants were randomly allocated (1:1) to 15 g twice daily of creatine monohydrate or placebo for a 6-month double-blind phase followed by a 12-month open-label extension. Subjects included premanifest (tested) and at-risk (not tested) individuals without clinical symptoms or signs of Huntington disease (HD). Primary outcomes were safety and tolerability. Exploratory endpoints included fine motor, visuospatial, and memory performance; structural and diffusion MRI; and selected blood markers. RESULTS: Forty-seven HD carriers and 17 non-HD controls were enrolled. Fifteen discontinued treatment (2 assigned to placebo); all were followed for the entire study period. Primary analysis was by intent to treat. The most common adverse events were gastrointestinal. Neuroimaging demonstrated treatment-related slowing of cortical and striatal atrophy at 6 and 18 months. CONCLUSION: We describe a design that preserves the autonomy of subjects not wanting genetic testing while including controls for assessing the specificity of treatment effects. Our results demonstrate the feasibility of prevention trials for HD and the safety of high-dose creatine, provide possible evidence of disease modification, support future studies of creatine, and illustrate the value of prodromal biomarkers. CLASSIFICATION OF EVIDENCE: This study provides Class I evidence that high-dose creatine is safe and tolerable.


Assuntos
Encéfalo/efeitos dos fármacos , Transtornos Cognitivos/prevenção & controle , Creatina/farmacologia , Doença de Huntington/prevenção & controle , Adulto , Atrofia , Biomarcadores/sangue , Encéfalo/patologia , Transtornos Cognitivos/sangue , Transtornos Cognitivos/patologia , Creatina/administração & dosagem , Creatina/efeitos adversos , Estudos Cross-Over , Imagem de Difusão por Ressonância Magnética , Método Duplo-Cego , Estudos de Viabilidade , Predisposição Genética para Doença , Humanos , Doença de Huntington/sangue , Doença de Huntington/patologia , Sintomas Prodrômicos , Fatores de Tempo , Resultado do Tratamento
10.
Acta Neuropathol Commun ; 1: 28, 2013 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-24252434

RESUMO

BACKGROUND: A critical and as-yet unmet need in Alzheimer disease (AD) research is the development of novel markers that can identify individuals at risk for cognitive decline due to AD. This would aid intervention trials designed to slow the progression of AD by increasing diagnostic certainty, and provide new pathophysiologic clues and potential drug targets. RESULTS: We used two metabolomics platforms (gas chromatography-time of flight mass spectrometry [GC-TOF] and liquid chromatography LC-ECA array [LC-ECA]) to measure a number of metabolites in cerebrospinal fluid (CSF) from patients with AD dementia and from cognitively normal controls. We used stepwise logistic regression models with cross-validation to assess the ability of metabolite markers to discriminate between clinically diagnosed AD participants and cognitively normal controls and we compared these data with traditional CSF Luminex immunoassay amyloid-ß and tau biomarkers. Aß and tau biomarkers had high accuracy to discriminate cases and controls (testing area under the curve: 0.92). The accuracy of GC-TOF metabolites and LC-ECA metabolites by themselves to discriminate clinical AD participants from controls was high (testing area under the curve: 0.70 and 0.96, respectively). CONCLUSIONS: Our study identified several CSF small-molecule metabolites that discriminated especially well between clinically diagnosed AD and control groups. They appear to be suitable for further confirmatory and validation studies, and show the potential to provide predictive performance for AD.


Assuntos
Envelhecimento/líquido cefalorraquidiano , Doença de Alzheimer/líquido cefalorraquidiano , Doença de Alzheimer/diagnóstico , Cognição , Idoso , Envelhecimento/efeitos dos fármacos , Envelhecimento/patologia , Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/patologia , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Área Sob a Curva , Biomarcadores/líquido cefalorraquidiano , Cromatografia Líquida , Diagnóstico Diferencial , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Modelos Logísticos , Masculino , Metabolômica/métodos , Testes Neuropsicológicos , Proteínas tau/líquido cefalorraquidiano
11.
Neurology ; 81(13): 1134-40, 2013 Sep 24.
Artigo em Inglês | MEDLINE | ID: mdl-23966247

RESUMO

OBJECTIVE: We measured the levels of mutant huntingtin (mtHtt) and total huntingtin (tHtt) in blood leukocytes from Prospective Huntington At-Risk Observational Study (PHAROS) subjects at 50% risk of carrying the Huntington disease mutation using a homogeneous time-resolved fluorescence (HTRF) assay to assess its potential as a biomarker. METHODS: Peripheral blood mononuclear cells from consenting PHAROS subjects were analyzed by HTRF using antibodies that simultaneously measured mtHtt and tHtt. mtHtt levels were normalized to tHtt, double-stranded DNA, or protein and analyzed according to cytosine-adenine-guanine repeat length (CAGn), demographics, predicted time to clinical onset or known time since clinical onset, and available clinical measures. RESULTS: From 363 assayed samples, 342 met quality control standards. Levels of mtHtt and mt/tHtt were higher in 114 subjects with expanded CAG repeats (CAG ≥ 37) compared with 228 subjects with nonexpanded CAG repeats (CAG <37) (p < 0.0001). Analysis of relationships to predicted time to onset or to phenoconversion suggested that the HTRF signal could mark changes during the Huntington disease prodrome or after clinical onset. CONCLUSIONS: The HTRF assay can effectively measure mtHtt in multicenter sample sets and may be useful in trials of therapies targeting huntingtin.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Doença de Huntington/sangue , Doença de Huntington/patologia , Leucócitos Mononucleares/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Observação , Adulto , Ensaios Clínicos como Assunto , Método Duplo-Cego , Feminino , Lobo Frontal/metabolismo , Lobo Frontal/patologia , Humanos , Proteína Huntingtina , Doença de Huntington/genética , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Mutação/genética , Proteínas do Tecido Nervoso/genética , Mudanças Depois da Morte , Estudos Retrospectivos , Expansão das Repetições de Trinucleotídeos/genética
12.
PLoS One ; 8(7): e68283, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23874572

RESUMO

Therapeutic response to selective serotonin (5-HT) reuptake inhibitors in Major Depressive Disorder (MDD) varies considerably among patients, and the onset of antidepressant therapeutic action is delayed until after 2 to 4 weeks of treatment. The objective of this study was to analyze changes within methoxyindole and kynurenine (KYN) branches of tryptophan pathway to determine whether differential regulation within these branches may contribute to mechanism of variation in response to treatment. Metabolomics approach was used to characterize early biochemical changes in tryptophan pathway and correlated biochemical changes with treatment outcome. Outpatients with MDD were randomly assigned to sertraline (n = 35) or placebo (n = 40) in a double-blind 4-week trial; response to treatment was measured using the 17-item Hamilton Rating Scale for Depression (HAMD17). Targeted electrochemistry based metabolomic platform (LCECA) was used to profile serum samples from MDD patients. The response rate was slightly higher for sertraline than for placebo (21/35 [60%] vs. 20/40 [50%], respectively, χ(2)(1)  = 0.75, p = 0.39). Patients showing a good response to sertraline had higher pretreatment levels of 5-methoxytryptamine (5-MTPM), greater reduction in 5-MTPM levels after treatment, an increase in 5-Methoxytryptophol (5-MTPOL) and Melatonin (MEL) levels, and decreases in the (KYN)/MEL and 3-Hydroxykynurenine (3-OHKY)/MEL ratios post-treatment compared to pretreatment. These changes were not seen in the patients showing poor response to sertraline. In the placebo group, more favorable treatment outcome was associated with increases in 5-MTPOL and MEL levels and significant decreases in the KYN/MEL and 3-OHKY/MEL; changes in 5-MTPM levels were not associated with the 4-week response. These results suggest that recovery from a depressed state due to treatment with drug or with placebo could be associated with preferential utilization of serotonin for production of melatonin and 5-MTPOL.


Assuntos
Transtorno Depressivo Maior/tratamento farmacológico , Indóis/metabolismo , Metabolômica , Inibidores Seletivos de Recaptação de Serotonina/uso terapêutico , Sertralina/uso terapêutico , Adolescente , Adulto , Transtorno Depressivo Maior/metabolismo , Método Duplo-Cego , Humanos , Pessoa de Meia-Idade , Placebos , Adulto Jovem
13.
Front Cell Neurosci ; 7: 90, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23781173

RESUMO

Schizophrenia (SZ) is a biochemically complex disorder characterized by widespread defects in multiple metabolic pathways whose dynamic interactions, until recently, have been difficult to examine. Rather, evidence for these alterations has been collected piecemeal, limiting the potential to inform our understanding of the interactions amongst relevant biochemical pathways. We herein review perturbations in purine and neurotransmitter metabolism observed in early SZ using a metabolomic approach. Purine catabolism is an underappreciated, but important component of the homeostatic response of mitochondria to oxidant stress. We have observed a homeostatic imbalance of purine catabolism in first-episode neuroleptic-naïve patients with SZ (FENNS). Precursor and product relationships within purine pathways are tightly correlated. Although some of these correlations persist across disease or medication status, others appear to be lost among FENNS suggesting that steady formation of the antioxidant uric acid (UA) via purine catabolism is altered early in the course of illness. As is the case for within-pathway correlations, there are also significant cross-pathway correlations between respective purine and tryptophan (TRP) pathway metabolites. By contrast, purine metabolites show significant cross-pathway correlation only with tyrosine, and not with its metabolites. Furthermore, several purine metabolites (UA, guanosine, or xanthine) are each significantly correlated with 5-hydroxyindoleacetic acid (5-HIAA) in healthy controls, but not in FENNS at baseline or 4-week after antipsychotic treatment. Taken together, the above findings suggest that purine catabolism strongly associates with the TRP pathways leading to serotonin (5-hydroxytryptamine, 5-HT) and kynurenine metabolites. The lack of a significant correlation between purine metabolites and 5-HIAA, suggests alterations in key 5-HT pathways that may both be modified by and contribute to oxidative stress via purine catabolism in FENNS.

14.
Anal Biochem ; 436(2): 112-20, 2013 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-23416183

RESUMO

Guanine methylation is a ubiquitous process affecting DNA and various RNA species. N-7 guanine methylation (7-MG), although relatively less studied, could have a significant role in normal transcriptional regulation as well as in the onset and development of pathological conditions. The lack of a sensitive method to accurately quantify trace amounts of altered bases such as 7-MG has been a major deterrent in delineating its biological function(s). Here we report the development of methods to detect trace amounts of 7-MG in biological samples using electrochemical detection combined with high-performance liquid chromatography (HPLC) separation of compounds. We further sought to assess global alterations in DNA methylation in Huntington disease (HD), where transcriptional dysregulation is a major factor in pathogenesis. The developed method was used to study guanine methylation in cytoplasmic and nuclear nucleic acids from human and transgenic mouse HD brain and controls. Significant differences were observed in the guanine methylation levels in mouse and human samples, consistent with the known transcriptional pathology of HD. The sensitivity of the method makes it capable of detecting subtle aberrations. Identification of changes in methylation pattern will provide insights into the molecular mechanism changes that translate into onset and/or development of symptoms in diseases such as HD.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Metilação de DNA , Eletroquímica/métodos , Guanina/análogos & derivados , Doença de Huntington/genética , Animais , Encéfalo/metabolismo , Calibragem , Estudos de Casos e Controles , Núcleo Celular/genética , Citoplasma/genética , Feminino , Guanina/análise , Humanos , Doença de Huntington/metabolismo , Masculino , Camundongos , Camundongos Transgênicos
15.
Anal Chem ; 84(22): 9889-98, 2012 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-23106399

RESUMO

Liquid chromatography (LC) separation combined with electrochemical coulometric array detection (EC) is a sensitive, reproducible, and robust technique that can detect hundreds of redox-active metabolites down to the level of femtograms on column, making it ideal for metabolomics profiling. EC detection cannot, however, structurally characterize unknown metabolites that comprise these profiles. Several aspects of LC-EC methods prevent a direct transfer to other structurally informative analytical methods, such as LC-MS and NMR. These include system limits of detection, buffer requirements, and detection mechanisms. To address these limitations, we developed a workflow based on the concentration of plasma, metabolite extraction, and offline LC-UV fractionation. Pooled human plasma was used to provide sufficient material necessary for multiple sample concentrations and platform analyses. Offline parallel LC-EC and LC-MS methods were established that correlated standard metabolites between the LC-EC profiling method and the mass spectrometer. Peak retention times (RT) from the LC-MS and LC-EC system were linearly related (r(2) = 0.99); thus, LC-MS RTs could be directly predicted from the LC-EC signals. Subsequent offline microcoil-NMR analysis of these collected fractions was used to confirm LC-MS characterizations by providing complementary, structural data. This work provides a validated workflow that is transferrable across multiple platforms and provides the unambiguous structural identifications necessary to move primary mathematically driven LC-EC biomarker discovery into biological and clinical utility.


Assuntos
Métodos Analíticos de Preparação de Amostras/métodos , Análise Química do Sangue/métodos , Cromatografia Líquida/métodos , Espectroscopia de Ressonância Magnética/métodos , Espectrometria de Massas/métodos , Metabolômica/métodos , Raios Ultravioleta , Eletroquímica , Feminino , Humanos , Masculino , Análise Multivariada
16.
Sci Rep ; 2: 667, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22993692

RESUMO

Targeted metabolomics provides an approach to quantify metabolites involved in specific molecular pathways. We applied an electrochemistry-based, targeted metabolomics platform to define changes in tryptophan, tyrosine, purine and related pathways in the depressed and remitted phases of major depressive disorder (MDD). Biochemical profiles in the cerebrospinal fluid of unmedicated depressed (n = 14; dMDD) or remitted MDD subjects (n = 14; rMDD) were compared against those in healthy controls (n = 18; HC). The rMDD group showed differences in tryptophan and tyrosine metabolism relative to the other groups. The rMDD group also had higher methionine levels and larger methionine-to-glutathione ratios than the other groups, implicating methylation and oxidative stress pathways. The dMDD sample showed nonsignificant differences in the same direction in several of the metabolic branches assessed. The reductions in metabolites associated with tryptophan and tyrosine pathways in rMDD may relate to the vulnerability this population shows for developing depressive symptoms under tryptophan or catecholamine depletion.


Assuntos
Monoaminas Biogênicas/líquido cefalorraquidiano , Transtorno Depressivo Maior/líquido cefalorraquidiano , Metaboloma , Adulto , Vias Biossintéticas , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Remissão Espontânea , Índice de Gravidade de Doença
17.
PLoS One ; 7(8): e42165, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22916123

RESUMO

BACKGROUND: The antioxidant defense system, which is known to be dysregulated in schizophrenia, is closely linked to the dynamics of purine pathway. Thus, alterations in the homeostatic balance in the purine pathway may be involved in the pathophysiology of schizophrenia. METHODOLOGY/PRINCIPAL FINDINGS: Breakdown products in purine pathway were measured using high-pressure liquid chromatography coupled with a coulometric multi-electrode array system for 25 first-episode neuroleptic-naïve patients with schizophrenia at baseline and at 4-weeks following initiation of treatment with antipsychotic medication. Associations between these metabolites and clinical and neurological symptoms were examined at both time points. The ratio of uric acid and guanine measured at baseline predicted clinical improvement following four weeks of treatment with antipsychotic medication. Baseline levels of purine metabolites also predicted clinical and neurological symtpoms recorded at baseline; level of guanosine was associated with degree of clinical thought disturbance, and the ratio of xanthosine to guanosine at baseline predicted degree of impairment in the repetition and sequencing of actions. CONCLUSIONS/SIGNIFICANCE: Findings suggest an association between optimal levels of purine byproducts and dynamics in clinical symptoms and adjustment, as well as in the integrity of sensory and motor processing. Taken together, alterations in purine catabolism may have clinical relevance in schizophrenia pathology.


Assuntos
Purinas/metabolismo , Esquizofrenia/metabolismo , Adolescente , Adulto , Cromatografia Líquida de Alta Pressão , Técnicas Eletroquímicas , Eletrodos , Feminino , Homeostase , Humanos , Masculino , Esquizofrenia/fisiopatologia , Adulto Jovem
18.
Front Biosci (Elite Ed) ; 4(8): 2701-8, 2012 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-22652679

RESUMO

Amyotrophic lateral sclerosis (ALS) is a fatal degenerative motor neuron disease. Approximately 20 percent of familial ALS cases are caused by mutations in the Cu/Zn superoxide dismutase (SOD1) gene. Rodents expressing mutant SOD1 transgenes develop progressive, fatal motor neuron disease and disease onset and progression is dependent on the level of SOD1. We investigated the possibility that a reduction in SOD1 protein may be of therapeutic benefit in ALS and screened 30,000 compounds for inhibition of SOD1 transcription. The most effective inhibitor identified was N-{4-[4-(4-methylbenzoyl)-1-piperazinyl]phenyl}-2-thiophenecarboxamide (Compound ID 7687685), which in PC12 cells showed an EC50 of 10.6 microM for inhibition of SOD1 expression and an LD50 more than 30 microM. This compound was subsequently shown to reduce endogenous SOD1 levels in HeLa cells and to exhibit a modest reduction of SOD1 protein levels in mouse spinal cord tissue. These data suggest that the efficacy of compound 7687685 as an inhibitor of SOD1 gene expression is not likely to be clinically useful, although the strategy reported could be applied broadly to screening for small molecule inhibitors of gene expression.


Assuntos
Superóxido Dismutase/genética , Transcrição Gênica/efeitos dos fármacos , Animais , Western Blotting , Células HeLa , Humanos , Camundongos , Camundongos Transgênicos , Células PC12 , Reação em Cadeia da Polimerase , Regiões Promotoras Genéticas , Ratos , Relação Estrutura-Atividade , Superóxido Dismutase-1
19.
Neurobiol Dis ; 46(3): 625-34, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22414782

RESUMO

Leukocyte 8-hydroxydeoxyguanosine (8OHdG) is an indicator of oxidative stress, impaired metabolism, and mitochondrial dysfunction, features that have been implicated in Huntington disease (HD). Increased levels of 8OHdG have been reported in the caudate, parietal cortex, and peripherally in the serum and leukocytes, in patients diagnosed with HD. However, little is known about levels in prodromal patients and changes that might occur as the disease progresses. To address these issues, 8OHdG was tracked over time for a subset of participants enrolled in the PREDICT-HD study. Participants were stratified into four groups based on proximity to HD diagnosis at study entry: Controls (gene-negative individuals), Low (low probability of near-future diagnosis), Medium, and High. Blood samples were analyzed using Liquid Chromatography Electrochemical Array, and for comparison purposes, a separate cross-sectional sample was analyzed using liquid chromatography coupled with multiple-reaction-monitoring mass spectrometry. Longitudinal data analysis showed that initial status (at study entry) and annual rate of change varied as a function of proximity group, adjusting for sex, education, age at study entry, and site effects. Overall levels were lowest for the Control group and highest for the High group, and the rate of increase varied in a similar manner. The finding that 8OHdG concentrations increased as a function of proximity to projected disease diagnosis and duration indicates support for the continued assessment of 8OHdG as a robust clinical HD biomarker.


Assuntos
Desoxiguanosina/análogos & derivados , Doença de Huntington/diagnóstico , Doença de Huntington/metabolismo , Leucócitos/metabolismo , 8-Hidroxi-2'-Desoxiguanosina , Adulto , Idoso , Biomarcadores/sangue , Coleta de Amostras Sanguíneas , Cromatografia Líquida de Alta Pressão , Estudos Transversais , Desoxiguanosina/sangue , Progressão da Doença , Eletroquímica , Feminino , Humanos , Estudos Longitudinais , Masculino , Espectrometria de Massas , Pessoa de Meia-Idade , Valor Preditivo dos Testes
20.
Proc Natl Acad Sci U S A ; 108(41): 17141-6, 2011 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-21969577

RESUMO

Huntington disease (HD) is a progressive neurodegenerative disease that affects 30,000 individuals in North America. Treatments that slow its relentless course are not yet available, and biomarkers that can reliably measure disease activity and therapeutic response are urgently needed to facilitate their development. Here, we interrogated 119 human blood samples for transcripts associated with HD. We found that the dynamic regulator of chromatin plasticity H2A histone family, member Y (H2AFY) is specifically overexpressed in the blood and frontal cortex of patients with HD compared with controls. This association precedes the onset of clinical symptoms, was confirmed in two mouse models, and was independently replicated in cross-sectional and longitudinal clinical studies comprising 142 participants. A histone deacetylase inhibitor that suppresses neurodegeneration in animal models reduces H2AFY levels in a randomized phase II clinical trial. This study identifies the chromatin regulator H2AFY as a potential biomarker associated with disease activity and pharmacodynamic response that may become useful for enabling disease-modifying therapeutics for HD.


Assuntos
Histonas/genética , Histonas/metabolismo , Doença de Huntington/genética , Doença de Huntington/metabolismo , Adulto , Idoso , Animais , Estudos de Casos e Controles , Estudos Transversais , Modelos Animais de Doenças , Método Duplo-Cego , Feminino , Lobo Frontal/metabolismo , Expressão Gênica , Inibidores de Histona Desacetilases/farmacologia , Histonas/sangue , Humanos , Doença de Huntington/sangue , Estudos Longitudinais , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos CBA , Camundongos Transgênicos , Pessoa de Meia-Idade , Degeneração Neural/tratamento farmacológico , RNA Mensageiro/genética , RNA Mensageiro/metabolismo
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