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5.
J Clin Neurosci ; 93: 270-271, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34167881

ABSTRACT

The manuscript is a commenting on the article "Effects of vitamin B12, folate, and entacapone on homocysteine levels in levodopa-treated Parkinson's disease patients: A randomized controlled study", recently published by Anamnart and Kitjarak (2021), in this prestigious journal. The authors demonstrated that combination supplementation with vitamin B12 and folate was associated with significantly decreased plasma homocysteine (Hcy), suggesting that plasma Hcy levels should be monitored during levodopa treatment, and supplementation with inexpensive vitamin B12 and folate is beneficial for levodopa-treated PD patients. Considering some evidences - i) that it has to be indicated that dietary and supplemental thiamine intake has a protective effect on various medical conditions, including PD; ii) that several studies highlighted a possible relationship between PD low levels of thiamine in the serum, suggesting that elevated thiamine levels might protect against PD; iii) that thiamine deficiency is not just a common finding in patients with cardiovascular dysfunctions, but it might also have a role in the development and prognosis of PD - our research group believes that some comprehensive cardiovascular screening protocols should be developed for PD patients in order to reduce fatal events in these individuals.


Subject(s)
Parkinson Disease , Thiamine Deficiency , Folic Acid/therapeutic use , Homocysteine , Humans , Levodopa/therapeutic use , Parkinson Disease/complications , Parkinson Disease/drug therapy , Vitamin B 12
7.
Int J Neural Syst ; 31(4): 2050070, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33357154

ABSTRACT

Magnesium (Mg[Formula: see text] is an essential mineral for several cellular functions. The concentration of this ion below the physiological concentration induces recurrent neuronal discharges both in slices of the hippocampus and in neuronal cultures. These epileptiform discharges are initially sensitive to the application of [Formula: see text]-methyl-D-aspartate (NMDA) receptor antagonists, but these antagonists may lose their effectiveness with prolonged exposure to low [Mg[Formula: see text]], when extracellular Ca[Formula: see text] reduction occurs, typical of ictal periods, indicating the absence of synaptic connections. The study herein presented aimed at investigating the effect of reducing the [Mg[Formula: see text]] during the induction of Nonsynaptic Epileptiform Activities (NSEA). As an experimental protocol, NSEA were induced in rat hippocampal dentate gyrus (DG), using a bath solution containing high-K[Formula: see text] and zero-added-Ca[Formula: see text]. Additionally, computer simulations were performed using a mathematical model that represents electrochemical characteristics of the tissue of the DG granular layer. The experimental results show that the reduction of [Mg[Formula: see text]] causes an increase in the duration of the ictal period and a reduction in the interictal period, intensifying epileptiform discharges. The computer simulations suggest that the reduction of the Mg[Formula: see text] level intensifies the epileptiform discharges by a joint effect of reducing the surface charge screening and reducing the activity of the Na/K pump.


Subject(s)
Epilepsy , Magnesium , Animals , Epilepsy/drug therapy , Hippocampus , In Vitro Techniques , Rats , Rats, Sprague-Dawley
11.
Neural Netw ; 122: 420-433, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31841876

ABSTRACT

Learning in neural networks inspired by brain tissue has been studied for machine learning applications. However, existing works primarily focused on the concept of synaptic weight modulation, and other aspects of neuronal interactions, such as non-synaptic mechanisms, have been neglected. Non-synaptic interaction mechanisms have been shown to play significant roles in the brain, and four classes of these mechanisms can be highlighted: (i) electrotonic coupling; (ii) ephaptic interactions; (iii) electric field effects; and iv) extracellular ionic fluctuations. In this work, we proposed simple rules for learning inspired by recent findings in machine learning adapted to a realistic spiking neural network. We show that the inclusion of non-synaptic interaction mechanisms improves cell assembly convergence. By including extracellular ionic fluctuation represented by the extracellular electrodiffusion in the network, we showed the importance of these mechanisms to improve cell assembly convergence. Additionally, we observed a variety of electrophysiological patterns of neuronal activity, particularly bursting and synchronism when the convergence is improved.


Subject(s)
Action Potentials/physiology , Brain/physiology , Models, Neurological , Neural Networks, Computer , Neurons/physiology , Machine Learning
12.
Sci Rep ; 8(1): 4193, 2018 03 08.
Article in English | MEDLINE | ID: mdl-29520076

ABSTRACT

The role of GABAergic neurotransmission on epileptogenesis has been the subject of speculation according to different approaches. However, it is a very complex task to specifically consider the action of the GABAa neurotransmitter, which, in its dependence on the intracellular level of Cl-, can change its effect from inhibitory to excitatory. We have developed a computational model that represents the dentate gyrus and is composed of three different populations of neurons (granule cells, interneurons and mossy cells) that are mutually interconnected. The interconnections of the neurons were based on compensation theory with Hebbian and anti-Hebbian rules. The model also incorporates non-synaptic mechanisms to control the ionic homeostasis and was able to reproduce ictal discharges. The goal of the work was to investigate the hypothesis that the observed aberrant sprouting is promoted by GABAa excitatory action. Conjointly with the abnormal sprouting of the mossy fibres, the simulations show a reduction of the mossy cells connections in the network and an increased inhibition of the interneurons as a response of the neuronal network to control the activity. This finding contributes to increasing the changes in the connectivity of the neuronal circuitry and to increasing the epileptiform activity occurrences.


Subject(s)
Dentate Gyrus , Models, Neurological , Neurogenesis , Status Epilepticus , Synaptic Transmission , gamma-Aminobutyric Acid/metabolism , Dentate Gyrus/metabolism , Dentate Gyrus/pathology , Dentate Gyrus/physiopathology , Humans , Interneurons/metabolism , Interneurons/pathology , Nerve Net/metabolism , Nerve Net/pathology , Nerve Net/physiopathology , Status Epilepticus/metabolism , Status Epilepticus/pathology , Status Epilepticus/physiopathology , Synapses/metabolism , Synapses/pathology
13.
Epilepsy Res ; 138: 88-97, 2017 12.
Article in English | MEDLINE | ID: mdl-29096134

ABSTRACT

Brain injuries are often associated with the later development of epilepsy. Evidence suggests that morphological and functional changes occur in the remaining neural tissue during a silent (or latent) period in which no seizures are expressed. It is believed that this silent (reorganization) period may provide a therapeutic window for modifying the natural history of disease progression. Here we provide evidence that biperiden, a muscarinic anticholinergic agent, is able to alter disease progression in an animal model of epilepsy. We observed that biperiden was capable of slowing the manifestation of the first spontaneous epileptic seizure and effectively reduced the severity and number of recurrent, spontaneous epileptic seizures during the animals' lifespan. Biomolecular (microdialysis) and electrophysiological (extracellular field recordings) studies determined that biperiden was capable of elevating the threshold of hippocampal excitability, thereby making the hippocampal glutamatergic pathways less responsive to stimuli when high concentrations of potassium were used in vivo or in vitro. Notably, there was no hindrance of long-term memory or learning (a potential problem given the amnestic nature of biperiden). We conclude that biperiden has antiepileptogenic potential and may represent an opportunity for the prevention of post-traumatic epilepsy.


Subject(s)
Biperiden/therapeutic use , Epilepsy/chemically induced , Epilepsy/drug therapy , Muscarinic Agonists/toxicity , Muscarinic Antagonists/therapeutic use , Pilocarpine/toxicity , Action Potentials/drug effects , Animals , Autonomic Nervous System/drug effects , Autonomic Nervous System/physiopathology , Chronic Disease , Cytokines/metabolism , Disease Models, Animal , Disease Progression , Epilepsy/pathology , Exploratory Behavior/drug effects , Glutamic Acid/metabolism , Hippocampus/drug effects , Male , Maze Learning/drug effects , Rats , Rats, Wistar , gamma-Aminobutyric Acid/metabolism
14.
Phys Biol ; 12(5): 056007, 2015 Sep 02.
Article in English | MEDLINE | ID: mdl-26332081

ABSTRACT

The excitability of neuronal networks is strongly modulated by changes in pH. The origin of these changes, however, is still under debate. The high complexity of neural systems justifies the use of computational simulation to investigate mechanisms that are possibly involved. Simulated neuronal activity includes non-synaptic epileptiform events (NEA) induced in hippocampal slices perfused with high-K(+) and zero-Ca(2+), therefore in the absence of the synaptic circuitry. A network of functional units composes the NEA model. Each functional unit represents one interface of neuronal/extracellular space/glial segments. Each interface contains transmembrane ionic transports, such as ionic channels, cotransporters, exchangers and pumps. Neuronal interconnections are mediated by gap-junctions, electric field effects and extracellular ionic fluctuations modulated by extracellular electrodiffusion. Mechanisms investigated are those that change intracellular and extracellular ionic concentrations and are able to affect [H(+)]. Our simulations suggest that the intense fluctuations in intra and extracellular concentrations of Na(+), K(+) and Cl(-) that accompany NEA are able to affect the combined action of the Na(+)/H(+) exchanger (NHE), [HCO(-)(3)]/Cl(-) exchanger (HCE), H(+) pump and the catalytic activity of intra and extracellular carbonic anhydrase. Cellular volume changes and extracellular electrodiffusion are responsible for modulating pH.


Subject(s)
Computer Simulation , Hippocampus/cytology , Hippocampus/physiology , Models, Neurological , Nerve Net/cytology , Nerve Net/physiology , Cell Size , Chloride-Bicarbonate Antiporters/metabolism , Chlorine/metabolism , Humans , Hydrogen-Ion Concentration , Models, Biological , Neurons/cytology , Neurons/physiology , Potassium/metabolism , Sodium/metabolism , Sodium-Hydrogen Exchangers/metabolism
16.
PLoS One ; 8(11): e78854, 2013.
Article in English | MEDLINE | ID: mdl-24236060

ABSTRACT

Non-synaptic mechanisms are being considered the common factor of brain damage in status epilepticus and alcohol intoxication. The present work reports the influence of the chronic use of ethanol on epileptic processes sustained by non-synaptic mechanisms. Adult male Wistar rats administered with ethanol (1, 2 e 3 g/kg/d) during 28 days were compared with Control. Non-synaptic epileptiform activities (NEAs) were induced by means of the zero-calcium and high-potassium model using hippocampal slices. The observed involvement of the dentate gyrus (DG) on the neurodegeneration promoted by ethanol motivated the monitoring of the electrophysiological activity in this region. The DG regions were analyzed for the presence of NKCC1, KCC2, GFAP and CD11b immunoreactivity and cell density. The treated groups showed extracellular potential measured at the granular layer with increased DC shift and population spikes (PS), which was remarkable for the group E1. The latencies to the NEAs onset were more prominent also for the treated groups, being correlated with the neuronal loss. In line with these findings were the predispositions of the treated slices for neuronal edema after NEAs induction, suggesting that restrict inter-cell space counteracts the neuronal loss and subsists the hyper-synchronism. The significant increase of the expressions of NKCC1 and CD11b for the treated groups confirms the existence of conditions favorable to the observed edematous necrosis. The data suggest that the ethanol consumption promotes changes on the non-synaptic mechanisms modulating the NEAs. For the lower ethanol dosage the neurophysiological changes were more effective suggesting to be due to the less intense neurodegenertation.


Subject(s)
Alcoholism/physiopathology , CD11b Antigen/metabolism , Neuroglia/metabolism , Solute Carrier Family 12, Member 2/metabolism , Status Epilepticus/physiopathology , Alcoholism/complications , Alcoholism/metabolism , Alcoholism/pathology , Animals , Dentate Gyrus/drug effects , Dentate Gyrus/pathology , Dentate Gyrus/physiopathology , Ethanol/adverse effects , Humans , In Vitro Techniques , Male , Membrane Potentials , Neuroglia/drug effects , Rats , Rats, Wistar , Status Epilepticus/etiology , Status Epilepticus/metabolism , Status Epilepticus/pathology
17.
Phys Biol ; 10(5): 056008, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24092000

ABSTRACT

The important role of cation-chloride co-transporters in epilepsy is being supported by an increasing number of investigations. However, enormous complexity is involved since the action of these co-transporters has effects on the ionic homeostasis influencing directly the neuronal excitability and the tissue propensity to sustain seizure. To unravel the complex mechanisms involving the co-transporters action during seizure, this paper shows simulations of non-synaptic epileptiform activity and the effect of the blockage of the two different types of cation-chloride co-transporters present in the brain: Na, K and 2Cl co-transporter (NKCC) and K and Cl co-transporter (KCC). The simulations were performed with an electrochemical model representing the non-synaptic structure of the granule cell layer of the dentate gyrus (DG) of the rat hippocampus. The simulations suggest: (i) the potassium clearance is based on the systemic interplay between the Na/K pump and the NKCC co-transporters; (ii) the simultaneous blockage of the NKCC of the neurons and KCC of glial cells acts efficiently suppressing the epileptiform activities; and (iii) the simulations show that depending on the combined blockage of the co-transporters, the epileptiform activities may be suppressed or enhanced.


Subject(s)
Computer Simulation , Epilepsy/drug therapy , Sodium-Potassium-Chloride Symporters/drug effects , Symporters/antagonists & inhibitors , Animals , Electroencephalography , Epilepsy/physiopathology , Hippocampus/drug effects , Hippocampus/physiopathology , Neurons/drug effects , Neurons/physiology , Rats , K Cl- Cotransporters
19.
Comput Intell Neurosci ; 2013: 949816, 2013.
Article in English | MEDLINE | ID: mdl-23431287

ABSTRACT

Structural rearrangement of the dentate gyrus has been described as the underlying cause of many types of epilepsies, particularly temporal lobe epilepsy. It is said to occur when aberrant connections are established in the damaged hippocampus, as described in human epilepsy and experimental models. Computer modelling of the dentate gyrus circuitry and the corresponding structural changes has been used to understand how abnormal mossy fibre sprouting can subserve seizure generation observed in experimental models when epileptogenesis is induced by status epilepticus. The model follows the McCulloch-Pitts formalism including the representation of the nonsynaptic mechanisms. The neuronal network comprised granule cells, mossy cells, and interneurons. The compensation theory and the Hebbian and anti-Hebbian rules were used to describe the structural rearrangement including the effects of the nonsynaptic mechanisms on the neuronal activity. The simulations were based on neuroanatomic data and on the connectivity pattern between the cells represented. The results suggest that there is a joint action of the compensation theory and Hebbian rules during the inflammatory process that accompanies the status epilepticus. The structural rearrangement simulated for the dentate gyrus circuitry promotes speculation about the formation of the abnormal mossy fiber sprouting and its role in epileptic seizures.


Subject(s)
Dentate Gyrus/physiopathology , Epilepsy/physiopathology , Nerve Net/physiology , Neural Networks, Computer , Neural Pathways/physiology , Synapses/physiology , Algorithms , Computer Simulation , Electrophysiological Phenomena , Humans , Interneurons/physiology , Models, Neurological , Mossy Fibers, Hippocampal/physiology , Muscarinic Agonists/pharmacology , Neurons/physiology , Pilocarpine/pharmacology , Receptors, GABA-A/physiology , Status Epilepticus/physiopathology , Synaptic Transmission
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