Les mécanismes cellulaires et moléculaires qui sous-tendent la mémoire et l’apprentissage chez les mammifères sont incomplètement compris. Le rythme thêta de l’hippocampe constitue l’état « en ligne » de cette structure qui est cruciale pour la mémoire déclarative. Dans la région CA1 de l’hippocampe, les interneurones inhibiteurs LM/RAD démontrent des oscillations de potentiel membranaire (OPM) intrinsèques qui pourraient se révéler importantes pour la génération du rythme thêta. Des travaux préliminaires ont suggéré que le courant K+ I(A) pourrait être impliqué dans la génération de ces oscillations. Néanmoins, peu de choses sont connues au sujet de l’identité des sous-unités protéiques principales et auxiliaires qui soutiennent le courant I(A) ainsi que l’ampleur de la contribution fonctionnelle de ce courant K+ dans les interneurones. Ainsi, cette thèse de doctorat démontre que le courant I(A) soutient la génération des OPM dans les interneurones LM/RAD et que des protéines Kv4.3 forment des canaux qui contribuent à ce courant. De plus, elle approfondit les connaissances sur les mécanismes qui régissent les interactions entre les sous-unités principales de canaux Kv4.3 et les protéines accessoires KChIP1. Finalement, elle révèle que la protéine KChIP1 module le courant I(A)-Kv4.3 natif et la fréquence de décharge des potentiels d’action dans les interneurones. Nos travaux contribuent à l’avancement des connaissances dans le domaine de la modulation de l’excitabilité des interneurones inhibiteurs de l’hippocampe et permettent ainsi de mieux saisir les mécanismes qui soutiennent la fonction de l’hippocampe et possiblement la mémoire chez les mammifères. / Cellular and molecular mechanisms underlying learning and memory in mammals are incompletely understood. The theta rhythm in the hippocampus constitutes the « on-line » state of this structure which is crucial for declarative memory. In the CA1 hippocampal area, LM/RAD inhibitory interneurons exhibit intrinsic membrane potential oscillations (MPOs) that could be important for the generation of theta rhythm. Preliminary work suggested that K+ current I(A) could be involved in the generation of these oscillations. Nevertheless, little is known about the identity of the principal and auxiliary protein subunits underlying I(A) current and the extent of the functional contribution of this K+ current in hippocampal interneurons. Thus, this Ph.D. thesis shows that I(A) current underlies MPO generation in LM/RAD interneurons and that Kv4.3 proteins form channels that contribute to this current. Also, it deepens the knowledge on the mechanism controlling the interactions between Kv4.3 channel-forming principal subunits and KChIP1 auxiliary proteins. Finally, it reveals that KChIP1 modulates native I(A)-Kv4.3 current and the action potential discharge frequency in interneurons. Our work takes part in advancing the knowledge on the field of modulation of excitability in hippocampal inhibitory interneurons and allows a better understanding of the mechanisms underlying the function of the hippocampus and possibly memory in mammals.

Les travaux de cette thèse ont pour but de mettre en œuvre des outils de modélisation et de simulation numériques de mécanismes sous-tendant l’activité neuronale, afin de promouvoir la découverte de médicaments pour le traitement des maladies du système nerveux. Les modèles développés s’inscrivent à différentes échelles : 1) les modèles dits « élémentaires » permettent de simuler la dynamique des récepteurs, des canaux ioniques, et les réactions biochimiques des voies de signalisation intracellulaires ; 2) les modèles de neurones permettent d’étudier l’activité électrophysiologique de ces cellules ; et 3) les modèles de microcircuits permettent de comprendre les propriétés émergentes de ces systèmes complexes, tout en conservant les mécanismes élémentaires qui sont les cibles des molécules pharmaceutiques. À partir d’une synthèse bibliographique des éléments de neurobiologie nécessaires, et d’une présentation des outils mathématiques et informatiques mis en œuvre, le manuscrit décrit les différents modèles développés ainsi que leur processus de validation, allant du récepteur de neurotransmetteur au microcircuit. D’autre part, ces développements ont été appliqués à trois études visant à comprendre : 1) la modulation pharmacologique de la potentialisation à long terme (LTP) dans les synapses glutamatergiques de l’hippocampe, 2) les mécanismes de l'hyperexcitabilité neuronale dans l'épilepsie mésio-temporale (MTLE) à partir de résultats expérimentaux in vitro et in vivo, et 3) la modulation cholinergique de l'activité hippocampique, en particulier du rythme thêta associé à la voie septo-hippocampique. / The work of this thesis aims to apply modeling and simulation techniques to mechanisms underlying neuronal activity, in order to promote drug discovery for the treatment of nervous system diseases. The models are developed and integrated at different scales: 1) the so-called "elementary models" permit to simulate dynamics of receptors, ion channels and biochemical reactions in intracellular signaling pathways; 2) models at the neuronal level allow to study the electrophysiological activity of these cells; and 3) microcircuits models help to understand the emergent properties of these complex systems, while maintaining the basic mechanisms that are the targets of pharmaceutical molecules. After a bibliographic synthesis of necessary elements of neurobiology, and an outline of the implemented mathematical and computational tools, the manuscript describes the developed models, as well as their validation process, ranging from the neurotransmitter receptor to the microcircuit. Moreover, these developments have been applied to three studies aiming to understand: 1) pharmacological modulation of the long-term potentiation (LTP) of glutamatergic synapses in the hippocampus, 2) mechanisms of neuronal hyperexcitability in the mesial temporal lobe epilepsy (MTLE), based on in vitro and in vivo experimental results, and 3) cholinergic modulation of hippocampal activity, particularly the theta rhythm associated with septo-hippocampal pathway.

L’épilepsie du lobe temporal (ELT) est la forme d’épilepsie partielle la plus fréquente chez l’adulte. Elle se caractérise par une période de latence pendant laquelle l’ELT se met en place. Cette période est appelée épileptogenèse. L’épileptogenèse reste une période inaccessible chez l’Homme. Cependant, les modèles animaux présentent l’avantage de pouvoir l’étudier, dans le but de prévenir l’ELT. Ainsi, mon travail de thèse a consisté à mettre en évidence des marqueurs prédictifs de l’épileptogenèse, sur le plan cognitif et électrophysiologique in vivo, à partir du modèle pilocarpine. Les résultats ont montré que dès le stade précoce de l’épileptogenèse, des déficits de mémoire spatiale corrélaient avec une diminution de la puissance des oscillations thêta chez les animaux pilocarpine, sans modification jusqu’au stade chronique. Au même stade, une diminution de la puissance et de la fréquence des oscillations thêta lors du comportement d’exploration a été observée. L’activité interictale, activité paroxystique présente chez les patients entre leurs crises et caractéristique du stade épileptogène dans les modèles animaux, ne corrèle pas directement avec les déficits cognitifs mais diminue la puissance des oscillations thêta dans l’onde après la pointe au cours de l’épileptogenèse mais plus au stade chronique, ce qui suggère une importante modification du réseau avant le stade chronique. On a également décrit deux types d’activité interictale dont les propriétés (amplitude, nombre) et la dynamique au cours du temps sont modifiées juste avant la première crise spontanée, ce qui pourrait constituer, comme les déficits spatiaux et l’altération du rythme thêta, un marqueur prédictif de l’épileptogenèse. De plus, une augmentation du couplage entre l’hippocampe et le CE est observée au cours de l’épileptogenèse mais plus au stade chronique, alors qu’une modification du flux de l’information entre ces deux structures au stade épileptogène précoce persiste jusqu’au stade chronique, indépendamment de la présence ou non d’activité interictale. Ces résultats mettent en évidence la construction d’un réseau épileptogène, un changement majeur du réseau avant la première crise spontanée, et des marqueurs qui pourraient être prédictifs de l’épileptogenèse. L’ELT, les oscillations et les fonctions cognitives faisant intervenir des propriétés de réseau, tels les processus de synchronisation, l’enregistrement de 15 structures au sein du lobe temporal a montré, à partir du modèle pilocarpine, un réseau doté de caractéristiques plus « small-world » (SW) qui tendrait à se synchroniser plus localement, avec une perte des connexions longue distance. Ces résultats pourraient expliquer les altérations de réseau observées précédemment au cours de l’épileptogenèse. L’analyse SW et de cohérence, à l’échelle de ce réseau de structures, lors de différents états (comportementaux, processus cognitifs), mettent en évidence des changements de la dynamique lors de ces états, en conditions normales et pathologiques. Toutes ces modifications de réseau doivent être sûrement recrutées dans la mise en place d’un cerveau épileptique et des altérations cognitives associées. / Temporal lobe epilepsy (TLE) is the most common form of partial epilepsy in adults. TLE is characterized by a latent period during which TLE takes place. This period is called epileptogenesis. In TLE patients, epileptogenesis is unexplored. However, the use of animal models, like pilocarpine model, allows the study of epileptogenic processes, in order to try to prevent TLE. Thus, my PhD work tries to yield some predictive markers of epileptogenesis, in the pilocarpine model. We studied cognitive and electrophysiological in vivo alterations in this model. We showed that there are early and persistent spatial deficits that correlate with a decrease of the power of theta oscillations, i.e. during the early stage of epileptogenesis and the chronic stage. At the same time, there is also a decrease of power and frequency of theta rhythm during exploratory behaviors. Interictal-like activity (ILA) is a pathological activity present during epileptogenesis in experimental models. ILA does not correlate with cognitive deficits, but decreases theta power after the spike, i.e. in its wave, during epileptogenesis but not during the chronic stage anymore. This suggests an important network alteration before the chronic stage. Indeed, we described two types of ILA, whose properties (number, amplitude) and dynamics evolved during epileptogenesis with a major switch just before the first spontaneous seizure. All together, these results may constitute, with spatial deficits and theta rhythm alterations, predictive markers of epileptogenesis. Moreover, we showed an increase in the coupling, ILA-dependent, between the hippocampus and the entorhinal cortex, during epileptogenesis but not during the chronic stage, whereas a reversal of the information flow between these two structures occurs at the early stage of epileptogenesis and persists without any modification till the chronic stage. These results suggest the build-up of an epileptogenic network, a major switch of network properties just before the first spontaneous seizure, and some markers that could be predictive of epileptogenesis. TLE, oscillations and cognition involved processes at the network level, in particular synchronization processes. These processes could be possible via oscillations, which allow information transfer between structures of the network, in order to provide behavioral and cognitive processing. Recordings performed in 15 different structures of the temporal lobe showed, in pilocarpine animals, a network with more “small-world” (SW) features, with a higher local clustering and a loss of long-range connections. These results could explain cognitive and oscillatory alterations observed previously during epileptogenesis. SW and coherence analysis, at the network level, between signals during different brain-states (behaviors and cognitive processes) showed changes in dynamics occurring during these states, in normal and epileptogenic conditions. All these modifications in network activities may be involved in the construction of an epileptic brain and in associated cognitive deficits.

O estabelecimento das memórias de longo prazo requer uma efetiva comunicação do hipocampo com o neocortex. Um mecanismo plausível envolvido na comunicação neuronal e na plasticidade sináptica é a sincronização da atividade elétrica cerebral na frequência teta. Estudos recentes mostraram que a sincronização entre os ritmos teta do hipocampo e do córtex pré-frontal aumenta durante a evocação das memórias aversivas e diminui após a extinção do aprendizado. Entretanto, outros ritmos cerebrais, como as ondas delta, também estão envolvidos nas respostas comportamentais do medo e nos processos de memória. Desta forma, o ritmo teta, que já foi bastante estudado pelo seu papel no aprendizado e na memória, e o ritmo delta, por seu envolvimento no ciclo sono-vigília, foram investigados considerando a relação causal entre eles. Ainda não está bem estabelecido como os ritmos delta e teta podem juntos contribuir nos processos cognitivos ou como os ritmos do hipocampo podem influenciar ou receber influencias da atividade cortical. Neste trabalho foi investigada a contribuição dos ritmos delta e teta em função do estado comportamental (vigília ativa ou congelamento) e do tipo de memória evocada (recente ou remota). Além disso, foi realizada uma análise de sincronia de fase para inferir a dinâmica da atividade elétrica entre o córtex pré-frontal medial, o hipocampo e o córtex visual durante a evocação das memórias de medo. Para tanto, os animais foram treinados e testados numa tarefa de condicionamento de medo ao contexto. Neste tipo de condicionamento, o animal aprende a estabelecer uma associação entre um determinado contexto (caixa de condicionamento) e um evento aversivo (choque elétrico nas patas) que ocorreu neste contexto. Quando o animal foi reintroduzido na caixa de condicionamento, o mesmo exibiu uma série de respostas condicionadas incluindo a reação de congelamento. Os resultados mostraram que os ritmos delta e teta estão relacionados de forma específica às respostas comportamentais de medo e de evocação das memórias recente e remota. Observou-se no espectro de potências uma maior contribuição do ritmo teta durante a vigília exploratória, diminuindo durante o congelamento. Neste último, os ratos apresentaram um robusto aumento da contribuição do ritmo delta. Além disso, a medida de causalidade mostrou ser dependente do estado comportamental do animal. Finalmente, um aumento da sincronia entre o hipocampo e o córtex pré-frontal foi evidenciado durante a evocação de memória recente, contraposta à diminuição durante a evocação da memória remota. Estes resultados indicam que a sincronização da atividade elétrica cerebral pode refletir uma facilitação na comunicação neuronal / The establishment of long-term memories requires effective communication of the hippocampus to the neocortex. Electrophysiological activities between hippocampus and prefrontal cortex have shown higher theta synchronization during retrieval of aversive memories and lower during extinction learning. While theta activity is more differently related to learning and memory, delta waves have been more discussed in the context of sleep or \"offline\" states. Few studies have investigated delta waves during \"on-line\" states (such as task-relevant situations) and the contribution of these rhythms to memory storage remains unclear. We recorded electrophysiological data to study the contributions of delta and theta waves in cortico-hippocampal system of rats underwent to contextual fear conditioning. Our experiment consisted of environmental pre-exposition, training with electrical footshocks, and recent/remote memory tests. Two groups of rats were tested one or eighteen days post training for recent or remote memory, respectively. Local field potential time series of two behavioral states were sampled: active exploration and freezing. The results showed that theta and delta rhythms play an important role in behavioral responses and memory processing. They are related to fear recall and their contribution depend on the recent or remote memory. Additionally, using an order parameter we show that theta contribution is strongly pronounced in active exploration, decreasing during freezing. In the latter, the rats presented pronounced delta waves in freezing. Moreover, a behavioral-dependent causality measure showed an increase of theta influence in delta rhythms, resulting in a theta slowing in aversive memory retrieval. Finally, we show an increased synchrony between hippocampus and prefrontal cortex during recall of recent memory, but a decreased synchrony in remote memory. We proposed that synchronized activity may facilitate the communication of information and once the memories are established in the neocortex, the synchronization decreases, and recalling them becomes more independent of the hippocampus. We proposed that delta-theta oscillations of the hippocampus over neocortical areas reflect information processing during aversive memory retrieval

O estabelecimento das memórias de longo prazo requer uma efetiva comunicação do hipocampo com o neocortex. Um mecanismo plausível envolvido na comunicação neuronal e na plasticidade sináptica é a sincronização da atividade elétrica cerebral na frequência teta. Estudos recentes mostraram que a sincronização entre os ritmos teta do hipocampo e do córtex pré-frontal aumenta durante a evocação das memórias aversivas e diminui após a extinção do aprendizado. Entretanto, outros ritmos cerebrais, como as ondas delta, também estão envolvidos nas respostas comportamentais do medo e nos processos de memória. Desta forma, o ritmo teta, que já foi bastante estudado pelo seu papel no aprendizado e na memória, e o ritmo delta, por seu envolvimento no ciclo sono-vigília, foram investigados considerando a relação causal entre eles. Ainda não está bem estabelecido como os ritmos delta e teta podem juntos contribuir nos processos cognitivos ou como os ritmos do hipocampo podem influenciar ou receber influencias da atividade cortical. Neste trabalho foi investigada a contribuição dos ritmos delta e teta em função do estado comportamental (vigília ativa ou congelamento) e do tipo de memória evocada (recente ou remota). Além disso, foi realizada uma análise de sincronia de fase para inferir a dinâmica da atividade elétrica entre o córtex pré-frontal medial, o hipocampo e o córtex visual durante a evocação das memórias de medo. Para tanto, os animais foram treinados e testados numa tarefa de condicionamento de medo ao contexto. Neste tipo de condicionamento, o animal aprende a estabelecer uma associação entre um determinado contexto (caixa de condicionamento) e um evento aversivo (choque elétrico nas patas) que ocorreu neste contexto. Quando o animal foi reintroduzido na caixa de condicionamento, o mesmo exibiu uma série de respostas condicionadas incluindo a reação de congelamento. Os resultados mostraram que os ritmos delta e teta estão relacionados de forma específica às respostas comportamentais de medo e de evocação das memórias recente e remota. Observou-se no espectro de potências uma maior contribuição do ritmo teta durante a vigília exploratória, diminuindo durante o congelamento. Neste último, os ratos apresentaram um robusto aumento da contribuição do ritmo delta. Além disso, a medida de causalidade mostrou ser dependente do estado comportamental do animal. Finalmente, um aumento da sincronia entre o hipocampo e o córtex pré-frontal foi evidenciado durante a evocação de memória recente, contraposta à diminuição durante a evocação da memória remota. Estes resultados indicam que a sincronização da atividade elétrica cerebral pode refletir uma facilitação na comunicação neuronal / The establishment of long-term memories requires effective communication of the hippocampus to the neocortex. Electrophysiological activities between hippocampus and prefrontal cortex have shown higher theta synchronization during retrieval of aversive memories and lower during extinction learning. While theta activity is more differently related to learning and memory, delta waves have been more discussed in the context of sleep or \"offline\" states. Few studies have investigated delta waves during \"on-line\" states (such as task-relevant situations) and the contribution of these rhythms to memory storage remains unclear. We recorded electrophysiological data to study the contributions of delta and theta waves in cortico-hippocampal system of rats underwent to contextual fear conditioning. Our experiment consisted of environmental pre-exposition, training with electrical footshocks, and recent/remote memory tests. Two groups of rats were tested one or eighteen days post training for recent or remote memory, respectively. Local field potential time series of two behavioral states were sampled: active exploration and freezing. The results showed that theta and delta rhythms play an important role in behavioral responses and memory processing. They are related to fear recall and their contribution depend on the recent or remote memory. Additionally, using an order parameter we show that theta contribution is strongly pronounced in active exploration, decreasing during freezing. In the latter, the rats presented pronounced delta waves in freezing. Moreover, a behavioral-dependent causality measure showed an increase of theta influence in delta rhythms, resulting in a theta slowing in aversive memory retrieval. Finally, we show an increased synchrony between hippocampus and prefrontal cortex during recall of recent memory, but a decreased synchrony in remote memory. We proposed that synchronized activity may facilitate the communication of information and once the memories are established in the neocortex, the synchronization decreases, and recalling them becomes more independent of the hippocampus. We proposed that delta-theta oscillations of the hippocampus over neocortical areas reflect information processing during aversive memory retrieval

The aim of this work is describe common methods of biological feedback therapy that is used to treat some psychosomatic diseases. Subsequently, the description is focused on minimal brain dysfunction treatment by the help of EEG biofeedback. Properties and technical requirements for this therapy are concretized. The last part of this thesis is dedicated to the design and realization of practical software tool for EEG biofeedback therapy which is made in LabView 7.1. The M535 acquisition unit and NI USB-6221 measuring device are used for hardware solution.