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Lu C, Liu C, Mei D, Yu M, Bai J, Bao X, Wang M, Fu K, Yi X, Ge W, Shen J, Peng Y, Xu W. Comprehensive metabolomic characterization of atrial fibrillation. Front Cardiovasc Med 2022; 9:911845. [PMID: 36003904 PMCID: PMC9393302 DOI: 10.3389/fcvm.2022.911845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 07/12/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundUsing human humoral metabolomic profiling, we can discover the diagnostic biomarkers and pathogenesis of disease. The specific characterization of atrial fibrillation (AF) subtypes with metabolomics may facilitate effective and targeted treatment, especially in early stages.ObjectivesBy investigating disturbed metabolic pathways, we could evaluate the diagnostic value of biomarkers based on metabolomics for different types of AF.MethodsA cohort of 363 patients was enrolled and divided into a discovery and validation set. Patients underwent an electrocardiogram (ECG) for suspected AF. Groups were divided as follows: healthy individuals (Control), suspected AF (Sus-AF), first diagnosed AF (Fir-AF), paroxysmal AF (Par-AF), persistent AF (Per-AF), and AF causing a cardiogenic ischemic stroke (Car-AF). Serum metabolomic profiles were determined by gas chromatography–mass spectrometry (GC-MS) and liquid chromatography–quadrupole time-of-flight mass spectrometry (LC-QTOF-MS). Metabolomic variables were analyzed with clinical information to identify relevant diagnostic biomarkers.ResultsThe metabolic disorders were characterized by 16 cross-comparisons. We focused on comparing all of the types of AF (All-AFs) plus Car-AF vs. Control, All-AFs vs. Car-AF, Par-AF vs. Control, and Par-AF vs. Per-AF. Then, 117 and 94 metabolites were identified by GC/MS and LC-QTOF-MS, respectively. The essential altered metabolic pathways during AF progression included D-glutamine and D-glutamate metabolism, glycerophospholipid metabolism, etc. For differential diagnosis, the area under the curve (AUC) of specific metabolomic biomarkers ranged from 0.8237 to 0.9890 during the discovery phase, and the predictive values in the validation cohort were 78.8–90.2%.ConclusionsSerum metabolomics is a powerful way to identify metabolic disturbances. Differences in small–molecule metabolites may serve as biomarkers for AF onset, progression, and differential diagnosis.
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Toyo'oka T. DL-Amino Acid Analysis Based on Labeling with Light and Heavy Isotopic Reagents Followed by UPLC-ESI-MS/MS. Methods Mol Biol 2019; 2030:293-306. [PMID: 31347126 DOI: 10.1007/978-1-4939-9639-1_22] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
L-Pyroglutamic acid succinimidyl ester (L-PGA-OSu) and its isotopic variant (L-PGA[d5]-OSu) were synthesized and used as the chiral labeling reagents for the enantioseparation of amino acids by reversed-phase UPLC-ESI-MS/MS. The enantiomers of amino acids were labeled with the reagents at 60 °C for 10 min in an alkaline medium. The resulting diastereomers were well separated by the reversed-phase chromatography using an ODS column, packed with small particles (1.7 μm) (Rs = 1.95-8.05). A highly sensitive detection at a low-fmol level (0.5-3.2 fmol) was obtained from the selected reaction monitoring (SRM) chromatograms. An isotope labeling strategy using light and heavy variants for the differential analysis of the DL-amino acids in different sample groups is also presented in this paper. The ratios of D/L-alanine in different yogurt products were successfully determined by the proposed method. The D/L ratios were almost comparable to those obtained from only using light reagent (i.e., L-PGA-OSu). Therefore, the proposed strategy seems to be useful for the differential analysis of DL-amino acids, not only in food products but also in biological samples.
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Affiliation(s)
- Toshimasa Toyo'oka
- Laboratory of Analytical and Bio-Analytical Chemistry, Graduate School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan.
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Combinational Biomarkers for Atrial Fibrillation Derived from Atrial Appendage and Plasma Metabolomics Analysis. Sci Rep 2018; 8:16930. [PMID: 30446671 PMCID: PMC6240090 DOI: 10.1038/s41598-018-34930-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 10/18/2018] [Indexed: 02/06/2023] Open
Abstract
Atrial fibrillation (AF) is one of the most common types of arrhythmias and often leads to clinical complications. The objectives of this study were to offer insights into the metabolites of AF and to determine biomarkers for AF diagnosis or prediction. Sixty atrial appendage samples (AF group: 30; non-AF group: 30) and 163 plasma samples (AF group: 48; non-AF group: 115) from 49 AF patients and 116 non-AF patients were subjected to liquid chromatography positive ion electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS) metabolomics analysis. Consequently, 24 metabolites in atrial appendage samples and 24 metabolites in plasma samples were found to reflect metabolic differences between AF and non-AF patients (variable importance in projection (VIP) ≥ 1, P ≤ 0.05). Five identical metabolites including creatinine, D-glutamic acid, choline, hypoxanthine, and niacinamide (VIP ≥ 1.5, P < 0.01, FDR < 0.05) in atrial appendage and plasma samples were considered prominent features of AF patients, and the D-glutamine and D-glutamate metabolic pathway was also identified as a feature of AF patients. Finally, in plasma samples, the combination of D-glutamic acid, creatinine, and choline had an AUC value of 0.927 (95% CI: 0.875-0.979, P < 0.001) and displayed 90.5% sensitivity and 83.3% specificity; this group of metabolites was thus defined as a combinational biomarker for the recognition of AF and non-AF patients.
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Enantioselective determination of aspartate and glutamate in biological samples by ultrasonic-assisted derivatization coupled with capillary electrophoresis and linked to Alzheimer’s disease progression. J Chromatogr A 2018; 1550:68-74. [DOI: 10.1016/j.chroma.2018.03.041] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 03/15/2018] [Accepted: 03/20/2018] [Indexed: 10/17/2022]
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Obata T, Nakashima M. Opening of ATP-sensitive K(+) (KATP) channels enhance hydroxyl radical generation induced by MPP(+) in rat striatum. J Neurol Sci 2016; 366:180-183. [PMID: 27288802 DOI: 10.1016/j.jns.2016.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 04/01/2016] [Accepted: 04/04/2016] [Indexed: 11/15/2022]
Abstract
The present study examined whether opening of adenosine triphosphate (ATP) sensitive K(+) (KATP) channels can enhance 1-methyl-4-phenylpyridinium (MPP(+))-induced hydroxyl radical (OH) generation in rat striatum. Rats were anesthetized, and sodium salicylate in Ringer's solution (0.5nmol/ml per min) was infused through a microdialysis probe to detect the generation of OH as reflected by the non-enzymatic formation of 2.3-dihydroxybenzoic acid (DHBA) in the striatum. MPP(+) (5mM) enhanced generation of OH with concomitant increased efflux of dopamine (DA). Cromakalim (100μM), a KATP channel opener, through the microdialysis probe significantly increased both DA efflux and OH formation induced by MPP(+). Another KATP channel opener, nicorandil (1mM), also increased the level DA or DHBA, but these changes were not significant. However, in the presence of glibenclamide (10μM), a KATP channel antagonist, and the increase of MPP(+)-induced DA or DHBA were not observed. Cromakalim (10, 50 and 100μM) increased MPP(+)-induced DHBA formation in a concentration-dependent manner. However, the effects of cromakalim in the presence of glibenclamide were abolished. These results suggest that opening of KATP channels may cause OH generation by MPP(+).
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Affiliation(s)
- Toshio Obata
- School of Nursing, Faculty of Health Sciences, Osaka Aoyama University, 2-11-1 Niina, Mino City, Japan.
| | - Michiko Nakashima
- Department of Nursing, School of Health Sciences, Asahi University, 1851 Hozumi, Mizuho City, Gifu, Japan
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Lin X, Wang Q, Zhu S, Xu J, Xia Q, Fu Y. A highly sensitive glutamic acid biosensor based on the determination of NADH enzymically generated by l-glutamic dehydrogenase. RSC Adv 2016. [DOI: 10.1039/c6ra07235f] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
In this article, a sensitive and stereo-selective biosensor for l-glutamic acid (l-Glu) based on the electrochemiluminescence (ECL) of Ru(bpy)32+ has been designed by applying l-glutamic dehydrogenase (GLDH) for enzymatic generation of NADH in situ.
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Affiliation(s)
- Xia Lin
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
| | - Qinghong Wang
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
| | - Shu Zhu
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
| | - Juanjuan Xu
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
| | - Qiao Xia
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
| | - Yingzi Fu
- Key Laboratory of Luminescence and Real-Time Analysis (Southwest University)
- Ministry of Education
- College of Chemistry and Chemical Engineering
- Southwest University
- Chongqing 400715
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Changes in d-aspartic acid and d-glutamic acid levels in the tissues and physiological fluids of mice with various d-aspartate oxidase activities. J Pharm Biomed Anal 2015; 116:47-52. [DOI: 10.1016/j.jpba.2015.05.013] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2014] [Revised: 05/14/2015] [Accepted: 05/15/2015] [Indexed: 01/16/2023]
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Establishment and Application of an Automated Chiral Two-dimensional High Performance Liquid Chromatography Method for Bio-analysis of D-Acidic Amino Acids. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2014. [DOI: 10.1016/s1872-2040(14)60746-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Mochizuki T, Todoroki K, Inoue K, Min JZ, Toyo’oka T. Isotopic variants of light and heavy l-pyroglutamic acid succinimidyl esters as the derivatization reagents for dl-amino acid chiral metabolomics identification by liquid chromatography and electrospray ionization mass spectrometry. Anal Chim Acta 2014; 811:51-9. [DOI: 10.1016/j.aca.2013.12.016] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Revised: 12/04/2013] [Accepted: 12/09/2013] [Indexed: 10/25/2022]
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Han H, Miyoshi Y, Ueno K, Okamura C, Tojo Y, Mita M, Lindner W, Zaitsu K, Hamase K. Simultaneous determination of d-aspartic acid and d-glutamic acid in rat tissues and physiological fluids using a multi-loop two-dimensional HPLC procedure. J Chromatogr B Analyt Technol Biomed Life Sci 2011; 879:3196-202. [DOI: 10.1016/j.jchromb.2011.01.023] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2010] [Revised: 01/07/2011] [Accepted: 01/22/2011] [Indexed: 11/26/2022]
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Dudel J. The time course of transmitter release in mouse motor nerve terminals is differentially affected by activation of muscarinic M1 or M2 receptors. Eur J Neurosci 2008; 26:2160-8. [PMID: 17953614 DOI: 10.1111/j.1460-9568.2007.05770.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
At endplates of mouse diaphragms the effects of activation of presynaptic muscarinic M1 and M2 autoreceptors on the time courses of monoquantal releases have been investigated at 20 degrees C. Quantal excitatory postsynaptic currents (qEPSCs) were elicited and recorded with a perfused macropatch electrode, through which control- and drug-containing solutions were applied to 10 microm phi regions of a neuromuscular junction. M2 receptors were activated with muscarine, while the M1 receptors were blocked by pirenzepine. M2 activation presented a slight, but highly significant augmentation of early releases. Analogously, M1 receptors were activated with muscarine, while M2 receptors were blocked by methoctramine. M1 activation elicited a highly significant small shift of the time course of release towards longer delays. In controls, the number of late releases decayed with a time constant of 0.3 ms. This time constant did not change appreciably when methoctramine or methoctramine + muscarine were applied. However, methoctramine + muscarine reduced the amplitude of qEPSCs and shortened their decay by a partial block of postsynaptic channels. Double blocks with pirenzepine + methoctramine allowed no presynaptic effect of muscarine, showing that the blocker concentrations were sufficient. Neither the addition of methoctramine to pirenzepine, nor the further addition of muscarine changed the time constant of decay of the number of late releases. The results are very similar to that of autoreceptor activations in the glutamatergic crayfish synapse: activation of inhibitory receptors augmented early releases, and that of facilitatory receptors depressed early releases [J. Dudel (2006a) Eur. J. Neurosci., 23, 2695-2700], which may suggest a general presynaptic mechanism.
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Affiliation(s)
- J Dudel
- Friedrich-Schedel-Institut für Neurowissenschaften der Technischen Universität München, Germany.
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Dudel J. Glutamatergic autoinhibition of quantal release augments the early phase of releases after a depolarization pulse. Eur J Neurosci 2006; 23:2695-700. [PMID: 16817872 DOI: 10.1111/j.1460-9568.2006.04779.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
At the crayfish neuromuscular junction, glutamatergic autoinhibition of quantal excitatory postsynaptic current (qEPSC) release is mediated by a presynaptic DL-glutamate transporter and its associated Cl- conductance. I investigated whether it also affects the time course of release. qEPSCs were recorded with a perfused macroelectrode through which depolarization pulses and D- or L-glutamate could be applied to a terminal. In order to represent the time course of release, cumulative delays of qEPSCs were determined and scaled to a common final value. At 10 degrees C, on the application of D- or L-glutamate, release increased relative to the controls especially during its first millisecond, taking the mean of 20 experiments (P < 0.01). Also, in many single experiments the respective shifts in the time courses of release were highly significant. The relative surplus of early releases decreased with time constants tau1 of 86 micros and tau2 of 0.75 ms. At 0 degrees C, in the presence of glutamate, the surplus of early delays was increased relative to the controls to a significantly greater extent and for a longer time than at 10 degrees C. The tau1 of 240 micros was almost three times larger than at 10 degrees C. Autoinhibition was inactivated in Cl(-)-free solution. In such solutions the surplus of early releases also disappeared and the shortening of early delays reverted to a lengthening. Interaction of the inhibitory autoreceptor and its associated Cl- flow with the release machinery is discussed.
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Affiliation(s)
- Josef Dudel
- Physiologisches Institut der Ludwig-Maximilians-Universität München, München, Germany.
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Montiel T, Camacho A, Estrada-Sánchez AM, Massieu L. Differential effects of the substrate inhibitor l-trans-pyrrolidine-2,4-dicarboxylate (PDC) and the non-substrate inhibitor DL-threo-beta-benzyloxyaspartate (DL-TBOA) of glutamate transporters on neuronal damage and extracellular amino acid levels in rat brain in vivo. Neuroscience 2005; 133:667-78. [PMID: 15890455 DOI: 10.1016/j.neuroscience.2004.11.020] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2004] [Revised: 10/14/2004] [Accepted: 11/23/2004] [Indexed: 11/22/2022]
Abstract
The extracellular concentration of glutamate is highly regulated by transporter proteins, due to its neurotoxic properties. Dysfunction or reverse activation of these transporters is related to the extracellular accumulation of excitatory amino acids and neuronal damage associated with ischemia and hypoglycemia. We have investigated by microdialysis the effects of the substrate and the non-substrate inhibitors of glutamate transporters, l-trans-2,4-pyrrolidine dicarboxylate (PDC) and DL-threo-beta-benzyloxyaspartate (DL-TBOA), respectively, on the extracellular levels of amino acids in the rat hippocampus in vivo. In addition, we have studied the effect of both inhibitors on neuronal damage after direct administration into the hippocampus and striatum. Electroencephalographic activity was recorded after the intrahippocampal infusion of DL-TBOA or PDC. Microdialysis administration of 500 microM DL-TBOA into the hippocampus increased 3.4- and nine-fold the extracellular levels of aspartate and glutamate, respectively. Upon stereotaxic administration it induced neuronal damage dose-dependently in CA1 and dentate gyrus, and convulsive behavior. Electroencephalographic recording showed the appearance of limbic seizures in the hippocampus after DL-TBOA infusion. In the striatum it also induced dose-dependent neuronal damage. These effects were prevented by the i.p. administration of the glutamate receptor antagonists (+)-5-methyl-10,11-dihydroxy-5H-dibenzo(a,d)cyclohepten-5,10-iminemaleate and 2,3-dihydroxy-6-nitro-7-sulfamoyl-benzo(F)-quinoxaline. In contrast to dl-TBOA, PDC (500 microM) induced a more discrete elevation of excitatory amino acids levels (2.6- and three-fold in aspartate and glutamate, respectively), no neuronal damage or behavioral changes, and no alterations in electroencephalographic activity. The differential results obtained with DL-TBOA and PDC might be attributed to their distinct effects on the extracellular concentration of amino acids. Results are relevant to the understanding of the role of glutamate transporters in amino acid removal or release and the induction of excitotoxic cell death.
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Affiliation(s)
- T Montiel
- Departamento de Neurociencias, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, AP 70-253, México D.F., CP 04510, Mexico
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Sonders MS, Quick M, Javitch JA. How did the neurotransmitter cross the bilayer? A closer view. Curr Opin Neurobiol 2005; 15:296-304. [PMID: 15919190 DOI: 10.1016/j.conb.2005.05.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2005] [Accepted: 05/05/2005] [Indexed: 01/04/2023]
Abstract
Plasma membrane neurotransmitter transporters for monoamines, GABA, glycine and excitatory amino acids are homologous to two sizable families of bacterial amino acid transporters. Recently, a high resolution structure was determined for a thermophilic glutamate transporter. Also, a bacterial tryptophan transporter related to the family of biogenic amine neurotransmitter transporters was functionally expressed. Structural insights from these and other bacterial transporters will help to rationalize the mechanisms for the increasingly complex functions that have been described for mammalian transporters, in addition to their modes of regulation. We touch on recent insights into the functions of neurotransmitter transporters in their physiological contexts.
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Affiliation(s)
- Mark S Sonders
- Center for Molecular Recognition and Department of Psychiatry, Columbia University, P&S 11-401, 630 West 168th Street, New York, NY 10032, USA
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Dudel J. Glutamatergic chloride currents associated to glutamate transport? Neurosci Lett 2005; 377:176-8. [PMID: 15755521 DOI: 10.1016/j.neulet.2004.11.092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2004] [Revised: 11/30/2004] [Accepted: 11/30/2004] [Indexed: 11/16/2022]
Abstract
Especially in arthropod glutamatergic synaptic systems, microM l-glutamate (Glu) concentrations often elicit Cl- currents, in addition to the excitatory cationic currents that are triggered by much higher Glu concentrations. In crayfish, Ibotenate (Ibo) is a specific agonist of the Glu-ergic Cl- currents. Application of Glu to Glu-transporters opens associated Cl- currents that inhibit quantal release presynaptically and by occupying the transporter prevents removal of released Glu. The latter prolongs the decay of postsynaptic EPSCs. It was tested whether the Ibo-elicited Cl- currents show the same pre- and post-synaptic effects as the transporter elicited ones, suggesting that also this current component arises through transporter activation. Indeed, Ibo applied to single synaptic junctions produced inhibition of quantal release and prolongation of EPSCs, very similar to the effects of Glu. It seems probable, therefore, that at least in crayfish Glu-ergic Cl- currents are generated by activation of transporters. Since generally such transporters are located around Glu-ergic synapses, this is likely to be a general mechanism. The toxin Ivermectin also elicits Cl- currents. However, while Ivermectin inhibits release too, it does not prolong the decay of EPSCs and is probable to activate GABAergic channels.
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Affiliation(s)
- J Dudel
- Physiologisches Institut der Ludwig-Maximilians-Universität, Pettenkoferstr. 12, D-80336 München, Germany.
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