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1.
Behav Pharmacol ; 33(8): 551-558, 2022 12 01.
Article En | MEDLINE | ID: mdl-36256704

The insufficiency of human aldehyde dehydrogenase 2 (ALDH2) has been consistently associated with high blood acetaldehyde levels and impaired locomotor function during acute alcohol intoxication. The ALDH2-associated change in peripheral glutamic acid (Glu) and gamma-aminobutyric acid (GABA) levels and its correlation with pharmacokinetics and psychomotor function remain unclear. In this study, ALDH2*2 mice were used to build an acute alcohol intoxication model after intraperitoneal administration. The blood ethanol and acetaldehyde concentrations were analyzed to generate concentration-time curves at two doses of alcohol (2.0 and 4.0 g/kg). The dose of 4.0 g/kg was selected in accordance with the preliminary behavioral evaluation result to perform the following behavioral tests (e.g. the rotarod test, the open field test, and the Y-maze test), so as to assess locomotor activity, anxiety and cognitive ability. Plasma Glu and GABA levels were determined through enzyme-linked immunosorbent assays. The results suggested that the ALDH2*2 mice had highly accumulated acetaldehyde levels, impaired locomotor activity and anxiety-like emotion but unimpaired cognitive function, compared to the wild type (WT) mice. The plasma Glu level and the ratio of Glu/GABA in the alcohol-treated WT and ALDH2*2 groups decreased from 2 to 5 h after intraperitoneal administration, whereas the GABA level did not change significantly. The blood alcohol concentration in the WT and ALDH2*2 mice was positively correlated with plasma Glu level, whereas the blood acetaldehyde level was found as the opposite. We speculate that the decline degree of Glu/GABA ratio could be associated with psychomotor retardation and needs to be further investigated.


Alcoholic Intoxication , Aldehyde Dehydrogenase, Mitochondrial , Animals , Humans , Male , Mice , Acetaldehyde/blood , Aldehyde Dehydrogenase, Mitochondrial/genetics , Blood Alcohol Content , Ethanol/pharmacokinetics , gamma-Aminobutyric Acid/blood , Glutamic Acid/blood
2.
Nat Genet ; 54(1): 52-61, 2022 01.
Article En | MEDLINE | ID: mdl-34980918

The gut microbiome has been implicated in a variety of physiological states, but controversy over causality remains unresolved. Here, we performed bidirectional Mendelian randomization analyses on 3,432 Chinese individuals with whole-genome, whole-metagenome, anthropometric and blood metabolic trait data. We identified 58 causal relationships between the gut microbiome and blood metabolites, and replicated 43 of them. Increased relative abundances of fecal Oscillibacter and Alistipes were causally linked to decreased triglyceride concentration. Conversely, blood metabolites such as glutamic acid appeared to decrease fecal Oxalobacter, and members of Proteobacteria were influenced by metabolites such as 5-methyltetrahydrofolic acid, alanine, glutamate and selenium. Two-sample Mendelian randomization with data from Biobank Japan partly corroborated results with triglyceride and with uric acid, and also provided causal support for published fecal bacterial markers for cancer and cardiovascular diseases. This study illustrates the value of human genetic information to help prioritize gut microbial features for mechanistic and clinical studies.


Blood/metabolism , Gastrointestinal Microbiome/genetics , Cohort Studies , Feces/microbiology , Genetic Variation , Genome-Wide Association Study , Glutamic Acid/blood , Humans , Mendelian Randomization Analysis , Metagenome , Triglycerides/blood
3.
Anal Bioanal Chem ; 414(4): 1609-1622, 2022 Feb.
Article En | MEDLINE | ID: mdl-34783880

An electrochemical aptamer-based sensor was developed for glutamate, the major excitatory neurotransmitter in the central nervous system. Determining glutamic acid release and glutamic acid levels is crucial for studying signal transmission and for diagnosing pathological conditions in the brain. Glutamic acid-selective oligonucleotides were isolated from an ssDNA library using the Capture-SELEX protocol in complex medium. The selection permitted the isolation of an aptamer 1d04 with a dissociation constant of 12 µM. The aptamer sequence was further used in the development of an electrochemical aptamer sensor. For this purpose, a truncated aptamer sequence named glu1 was labelled with a ferrocene redox tag at the 3'-end and immobilized on a gold electrode surface via Au-thiol bonds. Using 6-mercapto-1-hexanol as the backfill, the sensor performance was characterized by alternating current voltammetry. The glu1 aptasensor showed a limit of detection of 0.0013 pM, a wide detection range between 0.01 pM and 1 nM, and good selectivity for glutamate in tenfold diluted human serum. With this enzyme-free aptasensor, the highly selective and sensitive detection of glutamate was demonstrated, which possesses great potential for implementation in microelectrodes and for in vitro as well as in vivo monitoring of neurotransmitter release.


Aptamers, Nucleotide/chemistry , Electrochemical Techniques/methods , Glutamic Acid/blood , Biosensing Techniques/methods , Glutamic Acid/analysis , Hexanols/chemistry , Humans , Limit of Detection , Sulfhydryl Compounds/chemistry
4.
Molecules ; 26(23)2021 Nov 26.
Article En | MEDLINE | ID: mdl-34885759

Osteoarthritis is a common multifactorial chronic disease that occurs in articular cartilage, subchondral bone, and periarticular tissue. The pathogenesis of OA is still unclear. To investigate the differences in serum metabolites between OA and the control group, liquid chromatography/mass spectrometry (LC/MS)-based metabolomics was used. To reveal the pathogenesis of OA, 12 SD male rats were randomly divided into control and OA groups using collagenase to induce OA for modeling, and serum was collected 7 days after modeling for testing. The OA group was distinguished from the control group by principal component analysis and orthogonal partial least squares-discriminant analysis, and six biomarkers were finally identified. These biomarkers were metabolized through tryptophan metabolism, glutamate metabolism, nitrogen metabolism, spermidine metabolism, and fatty acid metabolism pathways. The study identified metabolites that may be altered in OA, suggesting a role in OA through relevant metabolic pathways. Metabolomics, as an important tool for studying disease mechanisms, provides useful information for studying the metabolic mechanisms of OA.


Biomarkers/blood , Cartilage, Articular/metabolism , Metabolomics , Osteoarthritis/blood , Animals , Cartilage, Articular/drug effects , Cartilage, Articular/pathology , Chromatography, Liquid , Collagenases/toxicity , Disease Models, Animal , Fatty Acids/blood , Glutamic Acid/blood , Humans , Mass Spectrometry , Metabolic Networks and Pathways , Metabolome/genetics , Nitrogen/blood , Osteoarthritis/chemically induced , Osteoarthritis/genetics , Osteoarthritis/metabolism , Rats , Spermidine/blood , Tryptophan/blood
5.
Nat Commun ; 12(1): 7080, 2021 12 06.
Article En | MEDLINE | ID: mdl-34873153

Males are generally more susceptible to impaired glucose metabolism and type 2 diabetes (T2D) than females. However, the underlying mechanisms remain to be determined. Here, we revealed that gut microbiome depletion abolished sexual dimorphism in glucose metabolism. The transfer of male donor microbiota into antibiotics-treated female mice led the recipients to be more insulin resistant. Depleting androgen via castration changed the gut microbiome of male mice to be more similar to that of females and improved glucose metabolism, while reintroducing dihydrotestosterone (DHT) reversed these alterations. More importantly, the effects of androgen on glucose metabolism were largely abolished when the gut microbiome was depleted. Next, we demonstrated that androgen modulated circulating glutamine and glutamine/glutamate (Gln/Glu) ratio partially depending on the gut microbiome, and glutamine supplementation increases insulin sensitivity in vitro. Our study identifies the effects of androgen in deteriorating glucose homeostasis partially by modulating the gut microbiome and circulating glutamine and Gln/Glu ratio, thereby contributing to the difference in glucose metabolism between the two sexes.


Androgens/pharmacology , Gastrointestinal Microbiome/drug effects , Glucose/metabolism , Homeostasis/drug effects , 3T3-L1 Cells , Animals , Anti-Bacterial Agents/pharmacology , Cell Line , Dihydrotestosterone/pharmacology , Fecal Microbiota Transplantation , Female , Gastrointestinal Microbiome/genetics , Gastrointestinal Microbiome/physiology , Glutamic Acid/blood , Glutamine/blood , Hep G2 Cells , Humans , Insulin Resistance/physiology , Male , Mice , Mice, Inbred C57BL , Orchiectomy , Sex Factors
6.
Bull Exp Biol Med ; 171(6): 704-706, 2021 Oct.
Article En | MEDLINE | ID: mdl-34705169

Comparative analysis of blood sera from women with alcohol dependence and depressive disorders or from conditionally healthy women revealed reduced level of antibodies to dopamine, norepinephrine, serotonin, glutamate, and GABA in blood serum in women with dysthymic disorder and a depressive episode and their increased content in women with alcohol dependence in combination with depressive disorders.


Alcoholism/immunology , Autoantibodies/blood , Depressive Disorder/immunology , Dysthymic Disorder/immunology , Alcoholism/blood , Alcoholism/complications , Alcoholism/physiopathology , Case-Control Studies , Depressive Disorder/blood , Depressive Disorder/complications , Depressive Disorder/physiopathology , Dopamine/blood , Dysthymic Disorder/blood , Dysthymic Disorder/complications , Dysthymic Disorder/physiopathology , Female , Glutamic Acid/blood , Humans , Middle Aged , Norepinephrine/blood , Serotonin/blood , gamma-Aminobutyric Acid/blood
7.
Mol Neurobiol ; 58(11): 6020-6031, 2021 Nov.
Article En | MEDLINE | ID: mdl-34435331

This study aims to identify neuropsychiatric manifestations in neurological Wilson disease (NWD), and their correlation with MRI changes and glutamate excitotoxicity. Forty-three consecutive patients with NWD from a tertiary care teaching hospital were evaluated prospectively who fulfilled the inclusion criteria. The neuropsychiatric evaluation was done using Neuropsychiatric Inventory (NPI) battery that assesses 12 domains including delusion, hallucination, agitation/aggression, dysphoria/depression, anxiety, euphoria, apathy, disinhibition, irritability, aberrant motor activity, appetite change, and abnormal nighttime behavior. Cranial MRI was done using a 3 T machine, and locations of signal changes were noted including the total number of MRI lesions. Serum glutamate level was measured by a fluorescence microplate reader. Abnormal NPI in various domains and total NPI scores were correlated with MRI lesions, serum and urinary copper, and glutamate level. The median age of the patients was 16 years. Forty-one (48.8%) patients had cognitive impairment and 37 (86%) had movement disorder. Neurobehavioral abnormality was detected in all-commonest being agitation (90.7%) followed by appetite change (81.4%), elation (74.4%), irritability (69.8%), anxiety (67.4%), depression (65.1%), apathy (44.2%), night time abnormal behavior (32.6%), aberrant motor behavior (20.9%), delusions (16.3%), and hallucination (18.6%). The thalamic lesion was associated with depression, globus pallidus with depression and anxiety, caudate with anxiety and agitation, brainstem with irritability, and frontal cortex with apathy. Serum glutamate level was higher in NWD. NPI sum score correlated with MRI load and glutamate level. Varying severity of neurobehavioral abnormalities are common in the patients with NWD and correlate with the location of MRI lesion and glutamate level.


Behavioral Symptoms/etiology , Cognition Disorders/etiology , Glutamic Acid/blood , Hepatolenticular Degeneration/complications , Magnetic Resonance Imaging , Movement Disorders/etiology , Neuroimaging , Adolescent , Adult , Behavioral Symptoms/blood , Behavioral Symptoms/diagnostic imaging , Brain Mapping , Cognition Disorders/blood , Cognition Disorders/diagnostic imaging , Copper/blood , Copper/urine , Feeding and Eating Disorders/blood , Feeding and Eating Disorders/etiology , Female , Hallucinations/diagnostic imaging , Hallucinations/drug therapy , Hallucinations/etiology , Hepatolenticular Degeneration/diagnostic imaging , Hepatolenticular Degeneration/metabolism , Humans , Liver/diagnostic imaging , Male , Mood Disorders/blood , Mood Disorders/diagnostic imaging , Mood Disorders/etiology , Movement Disorders/blood , Movement Disorders/diagnostic imaging , Neurotransmitter Agents/metabolism , Quetiapine Fumarate/therapeutic use , Severity of Illness Index , Young Adult
8.
PLoS One ; 16(8): e0256337, 2021.
Article En | MEDLINE | ID: mdl-34403453

OBJECTIVE: Accumulating evidence suggests that amino acids, particularly tryptophan and glutamate, play an important role in the pathology of depression, but prospective epidemiologic data on this issue is scarce. We examined the association between circulating amino acids and the risk of depressive symptoms in a Japanese working population. METHODS: Participants were 841 workers who were free from depressive symptoms and provided blood at baseline and completed 3-yr follow-up survey. 30 varieties of amino acid concentrations in serum were measured using liquid chromatography/mass spectrometry. Depressive symptoms were defined using the Center for Epidemiologic Studies Depression Scale. Logistic regression was used to calculate the odds ratios of depressive symptoms according to serum amino acids with adjustment for lifestyle factors. RESULTS: A total of 151 (18.0%) workers were newly identified as having depressive symptoms at the follow-up. Baseline tryptophan and glutamate concentrations in serum were not appreciably associated with the risk of depressive symptoms. Risk of depressive symptoms tended to increase with increasing arginine concentrations; the multivariable-adjusted odds ratio for the highest versus lowest tertile of serum arginine was 1.65 (95% confidence interval: 0.96-2.83; P for trend = 0.07). No clear association was found for other amino acids. CONCLUSIONS: Results of the present study do not support a significant role of circulating amino acids in the development of depressive symptoms among Japanese.


Arginine/blood , Depression/blood , Depression/physiopathology , Glutamic Acid/blood , Tryptophan/blood , Adult , Aged , Chromatography, Liquid , Depression/diagnosis , Depression/epidemiology , Employment/psychology , Female , Health Surveys , Humans , Japan/epidemiology , Logistic Models , Male , Mass Spectrometry , Middle Aged , Odds Ratio , Prospective Studies
9.
Genome Biol ; 22(1): 198, 2021 07 06.
Article En | MEDLINE | ID: mdl-34229738

BACKGROUND: Recent studies highlight the role of metabolites in immune diseases, but it remains unknown how much of this effect is driven by genetic and non-genetic host factors. RESULT: We systematically investigate circulating metabolites in a cohort of 500 healthy subjects (500FG) in whom immune function and activity are deeply measured and whose genetics are profiled. Our data reveal that several major metabolic pathways, including the alanine/glutamate pathway and the arachidonic acid pathway, have a strong impact on cytokine production in response to ex vivo stimulation. We also examine the genetic regulation of metabolites associated with immune phenotypes through genome-wide association analysis and identify 29 significant loci, including eight novel independent loci. Of these, one locus (rs174584-FADS2) associated with arachidonic acid metabolism is causally associated with Crohn's disease, suggesting it is a potential therapeutic target. CONCLUSION: This study provides a comprehensive map of the integration between the blood metabolome and immune phenotypes, reveals novel genetic factors that regulate blood metabolite concentrations, and proposes an integrative approach for identifying new disease treatment targets.


Immunity, Innate/genetics , Metabolic Networks and Pathways/genetics , Phenotype , Quantitative Trait Loci , Adolescent , Adult , Aged , Alanine/blood , Alanine/immunology , Arachidonic Acid/blood , Arachidonic Acid/immunology , Cohort Studies , Female , Genome-Wide Association Study , Genomics/methods , Glutamic Acid/blood , Glutamic Acid/immunology , Healthy Volunteers , Humans , Male , Metabolic Networks and Pathways/immunology , Metabolomics/methods , Middle Aged
10.
Front Endocrinol (Lausanne) ; 12: 659268, 2021.
Article En | MEDLINE | ID: mdl-34149613

Background: Polycystic ovary syndrome (PCOS) is a complex reproductive endocrine disorder. And metabolic syndrome (MS) is an important bridge for PCOS patients to develop other diseases, such as diabetes and coronary heart disease. Our aim was to study the potential metabolic characteristics of PCOS-MS and identify sensitive biomarkers so as to provide targets for clinical screening, diagnosis, and treatment. Methods: In this study, 44 PCOS patients with MS, 34 PCOS patients without MS, and 32 healthy controls were studied. Plasma samples of subjects were tested by ultraperformance liquid chromatography (UPLC) system combined with LTQ-orbi-trap mass spectrometry. The changes of metabolic characteristics from PCOS to PCOS-MS were systematically analyzed. Correlations between differential metabolites and clinical characteristics of PCOS-MS were assessed. Differential metabolites with high correlation were further evaluated by the receiver operating characteristic (ROC) curve to identify their sensitivity as screening indicators. Results: There were significant differences in general characteristics, reproductive hormone, and metabolic parameters in the PCOS-MS group when compared with the PCOS group and healthy controls. We found 40 differential metabolites which were involved in 23 pathways when compared with the PCOS group. The metabolic network further reflected the metabolic environment, including the interaction between metabolic pathways, modules, enzymes, reactions, and metabolites. In the correlation analysis, there were 11 differential metabolites whose correlation coefficient with clinical parameters was greater than 0.4, which were expected to be taken as biomarkers for clinical diagnosis. Besides, these 11 differential metabolites were assessed by ROC, and the areas under curve (AUCs) were all greater than 0.7, with a good sensitivity. Furthermore, combinational metabolic biomarkers, such as glutamic acid + leucine + phenylalanine and carnitine C 4: 0 + carnitine C18:1 + carnitine C5:0 were expected to be sensitive combinational biomarkers in clinical practice. Conclusion: Our study provides a new insight to understand the pathogenesis mechanism, and the discriminating metabolites may help screen high-risk of MS in patients with PCOS and provide sensitive biomarkers for clinical diagnosis.


Metabolic Syndrome/diagnosis , Metabolic Syndrome/prevention & control , Polycystic Ovary Syndrome/complications , Adolescent , Adult , Biomarkers/blood , Carnitine/blood , Female , Glutamic Acid/blood , Humans , Leucine/blood , Metabolic Syndrome/blood , Metabolic Syndrome/etiology , Metabolomics , ROC Curve , Young Adult
11.
Eur Rev Med Pharmacol Sci ; 25(10): 3807-3821, 2021 05.
Article En | MEDLINE | ID: mdl-34109590

OBJECTIVE: To explore the effect of rehabilitation training on cognitive impairment after cerebrovascular accident and its potential mechanism. PATIENTS AND METHODS: 100 patients of cerebrovascular accident treated in our hospital from August 2018 to August 2019 were selected as the subjects, and 50 patients with physical examination were selected as healthy control group. The patients with cerebrovascular accident were randomly divided into control group (50 patients) and research group (50 patients). The patients in the control group were given routine medication, the patients in research group were given rehabilitation training on the basis of routine drug therapy. The blood samples were collected on admission and 6 months after admission to detect the molecular markers related to inflammation, nerve cell nutrition and function and apoptosis in the serum. The cognitive function was evaluated by scales. We established a rat cerebral ischemia model, compared the differences in the evasive latency, serum CRP, BNDF, Bcl-2, BAX, Glu, NE levels and BNDF, TrkB, pTrkB, JNK levels in hippocampus, amygdala, and prefrontal tissue between model rats after rehabilitation training and model rats without rehabilitation training. RESULTS: On admission, there were no significant differences in the scores of Barthel index (BI), Fugl-Meyer motor function scale (FM), Montreal cognitive assessment scale (MoCA) and mini-mental state examination (MMSE) (p>0.05). 6 months later, the above scores and BNDF, Bcl-2, and norepinephrine were significantly higher in the research group (p<0.05), while CRP, Bax, 5-HT and glutamate in the research group were significantly lower than those in the control group (p<0.05). CONCLUSIONS: Rehabilitation training can improve the motor function, mental state and cognitive level of patients, reduce the levels of neurotoxic factors, pro-inflammatory factors and pro-apoptotic factors, and improve the levels of inhibiting apoptotic factors, neurotrophic factors and neurotransmitters. In animal experiments, rehabilitation training can increase BDNF and its activated receptors in hippocampus, amygdala and prefrontal lobe of rats, and decrease JNK of apoptotic protein, suggesting that rehabilitation training may regulate the expression of apoptotic proteins Bcl-2 and Bax by upregulating BDNF and its receptors and acting on JNK pathway, thereby inhibiting cell apoptosis and improving cognitive impairment after cerebrovascular accident.


Cognition Disorders/rehabilitation , Stroke Rehabilitation , Stroke/complications , Aged , Animals , Brain/metabolism , Brain-Derived Neurotrophic Factor/blood , Brain-Derived Neurotrophic Factor/metabolism , C-Reactive Protein/analysis , Cognition Disorders/blood , Cognition Disorders/etiology , Cognition Disorders/metabolism , Female , Glutamic Acid/blood , Humans , MAP Kinase Signaling System , Male , Maze Learning , Mental Status and Dementia Tests , Middle Aged , Norepinephrine/blood , Proto-Oncogene Proteins c-bcl-2/metabolism , Rats, Sprague-Dawley , Serotonin/blood , Stroke/blood , Stroke/metabolism
12.
Biomed Res Int ; 2021: 5567046, 2021.
Article En | MEDLINE | ID: mdl-33959658

Stroke is the main cause of acquired epilepsy in elderly people. Poststroke epilepsy (PSE) not only affects functional recovery after stroke but also brings considerable social consequences. While some factors such as cortical involvement, hemorrhagic transformation, and stroke severity are associated with increased seizure risk, so far that remains controversial. In recent years, there are an increasing number of studies on potential biomarkers of PSE as tools for diagnosing and predicting epileptic seizures. Biomarkers such as interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), glutamate, and S100 calcium-binding protein B (S100B) in blood are associated with the occurrence of PSE. This review is aimed at summarizing the progress on potential biomarkers of PSE.


Biomarkers/blood , Epilepsy , Stroke/complications , Epilepsy/blood , Epilepsy/diagnosis , Epilepsy/etiology , Glutamic Acid/blood , Humans , Interleukin-6/blood , S100 Calcium Binding Protein beta Subunit/blood , Tumor Necrosis Factor-alpha/blood
13.
Am J Physiol Heart Circ Physiol ; 320(5): H2034-H2043, 2021 05 01.
Article En | MEDLINE | ID: mdl-33834871

We have recently shown that pharmacologic inhibition of PTEN significantly increases cardiac arrest survival in a mouse model, however, this protection required pretreatment 30 min before the arrest. To improve the onset of PTEN inhibition during cardiac arrest treatment, we have designed a TAT fused cell-permeable peptide (TAT-PTEN9c) based on the C-terminal PDZ binding motif of PTEN for rapid tissue delivery and protection. Western blot analysis demonstrated that TAT-PTEN9c peptide significantly enhanced Akt activation in mouse cardiomyocytes in a concentration- and time-dependent manner. Mice were subjected to 8 min asystolic arrest followed by CPR, and 30 mice with successful CPR were then randomly assigned to receive either saline or TAT-PTEN9c treatment. Survival was significantly increased in TAT-PTEN9c-treated mice compared with that of saline control at 4 h after CPR. The treated mice had increased Akt phosphorylation at 30 min resuscitation with significantly decreased sorbitol content in heart or brain tissues and reduced release of taurine and glutamate in blood, suggesting improved glucose metabolism. In an isolated rat heart Langendorff model, direct effects of TAT-PTEN9c on cardiac function were measured for 20 min following 20 min global ischemia. Rate pressure product was reduced by >20% for both TAT vehicle and nontreatment groups following arrest. Cardiac contractile function was completely recovered with TAT-PTEN9c treatment given at the start of reperfusion. We conclude that TAT-PTEN9c enhances Akt activation and decreases glucose shunting to the polyol pathway in critical organs, thereby preventing osmotic injury and early cardiovascular collapse and death.NEW & NOTEWORTHY We have designed a cell-permeable peptide, TAT-PTEN9c, to improve cardiac arrest survival. It blocked endogenous PTEN binding to its adaptor and enhanced Akt signaling in mouse cardiomyocytes. It improved mouse survival after cardiac arrest, which is related to improved glucose metabolism and reduced glucose shunting to sorbitol in critical organs.


Cardiotonic Agents/therapeutic use , Heart Arrest/drug therapy , Myocardial Reperfusion Injury/drug therapy , PTEN Phosphohydrolase/antagonists & inhibitors , Animals , Brain/metabolism , Cardiotonic Agents/pharmacology , Disease Models, Animal , Glutamic Acid/blood , Heart Arrest/metabolism , Mice , Myocardial Reperfusion Injury/metabolism , Myocardium/metabolism , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/metabolism , Phosphorylation/drug effects , Proto-Oncogene Proteins c-akt/metabolism , Rats , Rats, Sprague-Dawley , Signal Transduction/drug effects , Taurine/blood
14.
Sci Rep ; 11(1): 6197, 2021 03 18.
Article En | MEDLINE | ID: mdl-33737653

The number of people affected by Type 2 diabetes mellitus (T2DM) is close to half a billion and is on a sharp rise, representing a major and growing public health burden. Given its mild initial symptoms, T2DM is often diagnosed several years after its onset, leaving half of diabetic individuals undiagnosed. While several classical clinical and genetic biomarkers have been identified, improving early diagnosis by exploring other kinds of omics data remains crucial. In this study, we have combined longitudinal data from two population-based cohorts CoLaus and DESIR (comprising in total 493 incident cases vs. 1360 controls) to identify new or confirm previously implicated metabolomic biomarkers predicting T2DM incidence more than 5 years ahead of clinical diagnosis. Our longitudinal data have shown robust evidence for valine, leucine, carnitine and glutamic acid being predictive of future conversion to T2DM. We confirmed the causality of such association for leucine by 2-sample Mendelian randomisation (MR) based on independent data. Our MR approach further identified new metabolites potentially playing a causal role on T2D, including betaine, lysine and mannose. Interestingly, for valine and leucine a strong reverse causal effect was detected, indicating that the genetic predisposition to T2DM may trigger early changes of these metabolites, which appear well-before any clinical symptoms. In addition, our study revealed a reverse causal effect of metabolites such as glutamic acid and alanine. Collectively, these findings indicate that molecular traits linked to the genetic basis of T2DM may be particularly promising early biomarkers.


Carnitine/blood , Diabetes Mellitus, Type 2/diagnosis , Genetic Predisposition to Disease , Glutamic Acid/blood , Leucine/blood , Metabolome/genetics , Valine/blood , Adult , Aged , Betaine/blood , Betaine/urine , Biomarkers/blood , Biomarkers/urine , Carnitine/urine , Case-Control Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/urine , Early Diagnosis , Female , Glutamic Acid/urine , Humans , Leucine/urine , Lysine/blood , Lysine/urine , Male , Mannose/blood , Mannose/urine , Mendelian Randomization Analysis , Middle Aged , Valine/urine
15.
J Psychopharmacol ; 35(3): 265-272, 2021 03.
Article En | MEDLINE | ID: mdl-33586518

BACKGROUND: d-glutamate, which is involved in N-methyl-d-aspartate receptor modulation, may be associated with cognitive ageing. AIMS: This study aimed to use peripheral plasma d-glutamate levels to differentiate patients with mild cognitive impairment (MCI) and Alzheimer's disease (AD) from healthy individuals and to evaluate its prediction ability using machine learning. METHODS: Overall, 31 healthy controls, 21 patients with MCI and 133 patients with AD were recruited. Serum d-glutamate levels were measured using high-performance liquid chromatography (HPLC). Cognitive deficit severity was assessed using the Clinical Dementia Rating scale and the Mini-Mental Status Examination (MMSE). We employed four machine learning algorithms (support vector machine, logistic regression, random forest and naïve Bayes) to build an optimal predictive model to distinguish patients with MCI or AD from healthy controls. RESULTS: The MCI and AD groups had lower plasma d-glutamate levels (1097.79 ± 283.99 and 785.10 ± 720.06 ng/mL, respectively) compared to healthy controls (1620.08 ± 548.80 ng/mL). The naïve Bayes model and random forest model appeared to be the best models for determining MCI and AD susceptibility, respectively (area under the receiver operating characteristic curve: 0.8207 and 0.7900; sensitivity: 0.8438 and 0.6997; and specificity: 0.8158 and 0.9188, respectively). The total MMSE score was positively correlated with d-glutamate levels (r = 0.368, p < 0.001). Multivariate regression analysis indicated that d-glutamate levels were significantly associated with the total MMSE score (B = 0.003, 95% confidence interval 0.002-0.005, p < 0.001). CONCLUSIONS: Peripheral plasma d-glutamate levels were associated with cognitive impairment and may therefore be a suitable peripheral biomarker for detecting MCI and AD. Rapid and cost-effective HPLC for biomarkers and machine learning algorithms may assist physicians in diagnosing MCI and AD in outpatient clinics.


Alzheimer Disease/diagnosis , Cognitive Dysfunction/diagnosis , Glutamic Acid/blood , Machine Learning , Aged , Aged, 80 and over , Algorithms , Alzheimer Disease/blood , Alzheimer Disease/physiopathology , Biomarkers/blood , Case-Control Studies , Chromatography, High Pressure Liquid , Cognitive Dysfunction/blood , Cognitive Dysfunction/physiopathology , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Psychiatric Status Rating Scales , Sensitivity and Specificity , Severity of Illness Index
16.
Artif Organs ; 45(10): 1183-1188, 2021 Oct.
Article En | MEDLINE | ID: mdl-33560549

High glutamate levels after head trauma or cerebral ischemia have neurotoxic effects. The objective of the present study was to evaluate the efficacy of hemodialysis to remove glutamate from the blood and to assess the behavior of this small molecule. Ten patients with end-renal disease on hemodialysis were included in the study. Glutamate clearance was evaluated within the first hour of hemodialysis on a midweek dialysis day on five patients who underwent low flux hemodialysis, whereas the other five patients underwent highly efficient hemodialysis (high flux hemodialysis on one day and online hemodiafiltration on another day). Glutamate clearance with hemodialysis was very effective and did not show any differences between the techniques (low flux: 214 [55], high flux: 204 [37], online hemodiafiltration: 202 [16], median (interquartile range), P = .7). Glutamate clearance was almost equivalent to vascular access plasma flow and it was not affected by dialyzer permeability or ultrafiltration rate. After a hemodialysis session, a significant decrease in glutamate blood level was observed (prehemodialysis: 59.7 [36.1], posthemodialysis 37.0 [49.2], P = .005). Dialysis performed under fasting condition showed higher glutamate reduction rate (60%) than that under feeding condition (20%). Hemodialysis may be an effective method to reduce glutamate blood levels, and the molecule clearance does not differ between the different techniques used. Considering previous results in experimental models, hemodialysis without hemodynamic stress, could be considered for reducing glutamate neurotoxic effects in acute ischemic strokes of patients in chronic hemodialysis programs.


Glutamic Acid/metabolism , Hemodiafiltration/methods , Renal Dialysis/methods , Aged , Brain Ischemia/therapy , Fasting/blood , Female , Glutamic Acid/blood , Humans , Ischemic Stroke/therapy , Kidney Failure, Chronic/blood , Kidney Failure, Chronic/therapy , Male , Middle Aged
17.
Article En | MEDLINE | ID: mdl-33454439

Gamma-aminobutyric acid (GABA) and its precursor glutamic acid are important neurotransmitters. Both are also present in peripheral tissues and the circulation, where abnormal plasma concentrations have been linked to specific mental disorders. In addition to endogenous synthesis, GABA and glutamic acid can be obtained from dietary sources. An increasing number of studies suggest beneficial cardio-metabolic effects of GABA intake, and therefore GABA is being marketed as a food supplement. The need for further research into their health effects merits accurate and sensitive methods to analyze GABA and glutamic acid in plasma. To this end, an ultra-pressure liquid chromatography coupled to tandem mass spectrometry (UPLC-MS/MS) method was developed and validated for the quantification of GABA and glutamic acid in human plasma. Samples were prepared by a protein precipitation step and subsequent solid phase extraction using acetonitrile. Chromatographic separation was achieved on an Acquity UPLC HSS reversed phase C18 column using gradient elution. Analytes were detected using electrospray ionization and selective reaction monitoring. Standard curve concentrations for GABA ranged from 3.4 to 2500 ng/mL and for glutamic acid from 30.9 ng/mL to 22,500 ng/mL. Within- and between-day accuracy and precision were <10% in quality control samples at low, medium and high concentrations for both GABA and glutamic acid. GABA and glutamic acid were found to be stable in plasma after freeze-thaw cycles and up to 12 months of storage. The validated method was applied to human plasma from 17 volunteers. The observed concentrations ranged between 11.5 and 20.0 ng/ml and 2269 and 7625 ng/ml for respectively GABA and glutamic acid. The reported method is well suited for the measurement of plasma GABA and glutamic acid in pre-clinical or clinical studies.


Chromatography, High Pressure Liquid/methods , Glutamic Acid/blood , Tandem Mass Spectrometry/methods , gamma-Aminobutyric Acid/blood , Humans , Limit of Detection , Linear Models , Reproducibility of Results
18.
J Intern Med ; 289(1): 84-96, 2021 01.
Article En | MEDLINE | ID: mdl-32634278

BACKGROUND AND AIMS: The progression of nonalcoholic fatty liver disease (NAFLD) into severe histological forms (steatohepatitis - NASH) is paralleled by the occurrence of complex molecular processes. Mitochondrial dysfunction is a hallmark feature of advanced disease. Mitochondrially encoded cytochrome B (cytochrome b, MT-CYB), a member of the oxidative phosphorylation system, is a key component of the respirasome supercomplex. Here, we hypothesized that NAFLD severity is associated with liver tissue cytochrome b mutations and damaged mitochondrial DNA (mtDNA). METHODS: We included 252 liver specimens of NAFLD patients - in whom histological disease ranged from mild to severe - which were linked to clinical and biochemical information. Tissue molecular explorations included MT-CYB sequencing and analysis of differential mtDNA damage. Profiling of circulating Krebs cycle metabolites and global liver transcriptome was performed in a subsample of patients. Tissue levels of 4-hydroxynonenal - a product of lipid peroxidation and 8-hydroxy-2'-deoxyguanosine, a marker of oxidative damage - were measured. RESULTS: Compared to simple steatosis, NASH is associated with a higher level of MT-CYB variance, 12.1 vs. 15.6 substitutions per 103  bp (P = 5.5e-10). The burden of variants was associated with increased levels of 2-hydroxyglutarate, branched-chain amino acids, and glutamate, and changes in the global liver transcriptome. Liver mtDNA damage was associated with advanced disease and inflammation. NAFLD severity was associated with increased tissue levels of DNA oxidative adducts and lipid peroxyl radicals. CONCLUSION: NASH is associated with genetic alterations of the liver cellular respirasome, including high cytochrome b variation and mtDNA damage, which may result in broad cellular effects.


Cytochromes b/genetics , DNA Damage , DNA, Mitochondrial , Liver/metabolism , Non-alcoholic Fatty Liver Disease/genetics , Non-alcoholic Fatty Liver Disease/metabolism , 8-Hydroxy-2'-Deoxyguanosine/blood , Adult , Aged , Aldehydes/blood , Amino Acids, Branched-Chain/blood , Disease Progression , Glutamic Acid/blood , Glutarates/blood , Humans , Lipid Peroxidation , Middle Aged , Mutation , Non-alcoholic Fatty Liver Disease/complications , Obesity/complications , Obesity/genetics , Obesity/metabolism , Oxidative Phosphorylation , Oxidative Stress , Severity of Illness Index , Transcriptome
19.
J Mol Neurosci ; 71(2): 338-346, 2021 Feb.
Article En | MEDLINE | ID: mdl-32662046

To report the phenomenology of movement disorder (MD) in neurological Wilson disease (NWD), and correlate these with MRI, and biomarkers of oxidative stress, excitotoxicity, and inflammation. Eighty-two patients were included, and their phenomenology of MD was categorized. The severity of dystonia was assessed using the Burke-Fahn-Marsden score, and chorea, athetosis, myoclonus, and tremor on a 0-4 scale. The MRI changes were noted. Serum glutamate, cytokines, and oxidative stress markers were measured. Movement disorders were noted in 78/82 (95.1%) patients and included dystonia in 69 (84.1%), chorea in 31 (37.8%), tremor in 24 (29.3%), parkinsonism in 19 (23.2%), athetosis in 13 (15.9%), and myoclonus in 9 (11.0%) patients. Dystonia was more frequently observed in the patients with thalamic (76.8 vs 23.2%), globus pallidus (72.0 vs 28.0%), putamen (69.5 vs 30.5%), caudate (68.3 vs 31.7%) and brainstem (61.0 vs 39.0%) involvement, and tremor with cerebellar involvement (37.5 vs 5.2%). The median age of onset of neurological symptoms was 12 (5-50) years. WD patients had higher levels of malondialdehyde (MDA), glutamate, and cytokines (IL-6, IL-8, IL-10, and TNFα) and lower levels of glutathione and total antioxidant capacity (TAC) compared with the controls. Serum glutamate, IL-6, IL-8, and plasma MDA levels were increased with increasing neurological severity, while glutathione and TAC levels decreased. The severity of dystonia related to the number of MRI lesions. MD is the commonest neurological symptoms in WD. Oxidative stress, glutamate, and cytokine levels are increased in WD and correlate with neurological severity.


Hepatolenticular Degeneration/physiopathology , Magnetic Resonance Imaging , Movement Disorders/etiology , Neuroimaging , Adolescent , Adult , Age of Onset , Biomarkers/blood , Child , Cytokines/blood , Disease Progression , Dyskinesias/blood , Dyskinesias/diagnostic imaging , Dyskinesias/etiology , Female , Glutamic Acid/blood , Glutathione/blood , Humans , Male , Malondialdehyde/blood , Movement Disorders/blood , Movement Disorders/diagnostic imaging , Oxidative Stress , Severity of Illness Index , Thiobarbituric Acid Reactive Substances/analysis , Young Adult
20.
Anticancer Agents Med Chem ; 21(12): 1575-1580, 2021.
Article En | MEDLINE | ID: mdl-33081685

BACKGROUND: Repurposing drug is an efficient strategy as the drug discovery process is timeconsuming, laborious and costly. Memantine is already used in Alzheimer's disease to prevent neurons from excess glutamate toxicity. As cancer cells benefit from higher amounts of cellular energetics like glucose and glutamine, we used memantine to interfere with the glutamate metabolism in order to restrict cancer cells' glutamine as a source for their growth. OBJECTIVE: To investigate the potential antitumor effect of memantine by reducing glutamate levels in 4T1 mouse breast cancer model. METHODS: 24 Balb/c female mice were subcutaneously inoculated with 4T1 cells. When tumors were palpable, memantine treatment was initiated as 5 and 10 mg/kg daily intraperitoneal injection. Tumor growth was recorded every 2-3 days. Tumor volumes, serum glutamate levels, spleen IL-6 levels, genome-wide DNA methylation levels and GSK3B. pGSK3B protein expressions were measured to enlighten the anticancer mechanism of action for memantine. RESULTS: We found that both two doses (5 and 10mg/kg) decreased tumor growth rates and serum glutamate levels significantly (p<0.05). 10mg/kg treatment increased spleen IL-6 levels (p<0.05) and decreased genomewide DNA methylation levels. Memantine treatment decreased GSK3B protein expression levels in tumor tissue samples. CONCLUSION: To the best of our knowledge, this is the first study that investigates the antitumor activity of memantine in a breast cancer tumor model. Our results suggest a potent anticancer mechanism of the action for memantine. Memantine decreased genome wide methylation and serum glutamate levels that are associated with a poor prognosis. Therefore, Memantine might be used for targeting glutamine metabolism in cancer treatment.


Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , Disease Models, Animal , Glutamic Acid/blood , Memantine/pharmacology , Animals , Antineoplastic Agents/chemistry , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Proliferation/drug effects , Drug Screening Assays, Antitumor , Female , Glutamic Acid/metabolism , Memantine/chemistry , Mice , Mice, Inbred BALB C , Tumor Cells, Cultured
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