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Spike timing-dependent plasticity (STDP) has been suggested as one of the key mechanism underlying learning and memory. Due to its importance, timing-dependent plasticity studies have been approached in the living human brain by means of non-invasive brain stimulation (NIBS) protocols such as paired associative stimulation (PAS). However, contrary to STDP studies at a cellular level, functional plasticity induction in the human brain implies the interaction among target cortical networks and investigates plasticity mechanisms at a systems level. This thesis comprises of two independent studies that aim at understanding the importance of considering broad cortical networks when predicting the outcome of timing-dependent associative plasticity induction in the human brain. In the first study we developed a new protocol (ipsilateral PAS (ipsiPAS)) that required timing- and regional-specific information transfer across hemispheres for the induction of timing-dependent plasticity within M1 (see chapter 3). In the second study, we tested the influence of individual brain structure, as measured with voxel-based cortical thickness, on a standard PAS protocol (see chapter 4). In summary, we observed that the near-synchronous associativity taking place within M1 is not the only determinant influencing the outcome of PAS protocols. Rather, the online interaction of the cortical networks integrating information during a PAS intervention determines the outcome of the pairing of inputs in M1.

Dans le cerveau, les astrocytes sont les cellules gliales les plus abondantes et elles jouent divers rôles, y compris le maintien des synapses tripartites et la régulation du débit sanguin cérébral (DSC). Le monoxyde d’azote (NO) est une molécule de signal endogène qui a un impact sur la régulation de l'activité synaptique et du DSC. Des études antérieures ont démontré que le NO est produit dans les cellules endothéliales et les neurones par la synthase du monoxyde d’azote endothéliale (eNOS) et neuronale (nNOS), respectivement. Cependant, la source de production de NO dans les astrocytes reste incertaine. Par conséquent, nous proposons que la voie de signalisation NOS constitutive puisse coexister dans les astrocytes et puisse être activée par différents neurotransmetteurs. L'objectif de cette thèse est d'identifier les sources et les activateurs de la production de NO dans les astrocytes corticaux de la souris. L'identification des isoformes constitutives de NOS effectuée au moyen de la microscopie électronique et d'immunohistochimie a révélé l’expression des eNOS et nNOS dans les astrocytes. Des préparations de culture d'astrocytes et de tranches de cerveau marquées avec du diacétate de 4-amino-5-méthylamino-2',7'-difluorescéine (DAF-FM), un indicateur de NO perméable aux cellules qui devient imperméable une fois à l’intérieur ont été réalisées. Cette fonctionnalité a été mise à profit pour évaluer la production de NO exclusivement dans les astrocytes en utilisant la microscopie confocale à uni- et multi-photons. De plus, des agonistes cholinergiques ou glutamatergiques qui ont la capacité d’augmenter la concentration de Ca2+ intracellulaire peuvent induire une production du NO in vitro et ex vivo dans les astrocytes, qui est supprimée en présence de l'inhibiteur de NOS non sélectif, L-NG -Nitro-arginine. Fait intéressant, la réponse NO à l’acétylcholine était absente chez les souris eNOS-/-, tandis que l'acide trans-1-aminocyclopentane-1,3-dicarboxylique (t-ACPD) a peu affecté la production de NO chez les souris nNOS-/-. Ces résultats impliquent que les eNOS et nNOS astrocytaires peuvent être déclenchés par des cascades d'activation distinctes (cholinergique et glutamatergique métabotrope). En outre, les études sur la mobilisation cytosolique du Ca2+ indiquent l'importance du réticulum endoplasmique comme réservoir de Ca2+ pour la production de NO, et suggèrent aussi une voie de signalisation astrocytaire qui, une fois activée par le t- ACPD, provoque l'efflux de Ca2+ médié par le récepteur à la ryanodine, qui à son tour active les nNOS adjacents et conduit à la production de NO. Par ailleurs, la superfusion de préparations in vitro et ex vivo avec du N-Méthyl-D-aspartate (NMDA) a provoqué une augmentation du NO tant dans les souris eNOS-/- que nNOS-/-, ce qui indique l'implication des eNOS et nNOS astrocytaires. La production de NO a été atténuée par l'inhibition du complexe PSD-95 / nNOS ce qui suggère que le récepteur NMDA astrocytaire rend fonctionnelle la cassette de signalisation NR2B/PSD-95/nNOS. En conclusion, nos résultats démontrent que : i) les astrocytes corticaux expriment à la fois eNOS et nNOS; ii) la nNOS cytosolique colocalise avec les récepteurs 2 et 3 de la ryanodine, alors que les nNOS membranaires colocalisent avec le récepteur NMDA contenant le NR2B; iii) la stimulation neuronale a la capacité d'induire la production de NO par les eNOS et nNOS astrocytaires par des voies de signalisation différentes; iv) l'activation des nNOS cytosoliques nécessite une activation des récepteurs à la ryanodine. Collectivement, ces données suggèrent une production de NO compartimentée et spécifique après une stimulation neuronale probablement dans le but de réguler finement et de façon polarisée les fonctions astrocytaires. Ce travail fournit un nouvel aperçu des conséquences physiologiques pour les fonctions neuronales et vasculaires et améliore notre compréhension de la fonction NO astrocytaire dans le cerveau. / In the brain, astrocytes are the most abundant glial cells and play various roles including maintenance of tripartite synapses and regulation of CBF. An endogenous signal molecule that has a potential to have an effect on regulation of both synaptic activity and CBF is nitric oxide (NO). Previous studies have demonstrated that NO is produced in endothelial cells and neurons by endothelial nitric oxide synthase (eNOS) and neuronal nitric oxide synthase (nNOS), respectively. However, the source of NO production in astrocyte remains uncertain. Therefore, we propose that constitutive NOS signalling pathways may exist in astrocyte and can be activated by different neurotransmitters. The aim of this thesis is to identify the sources and activators of NO production in mouse cortical astrocytes. Identification of constitutive NOS isoforms done by means of electron microscopy and immunohistochemistry revealed the expression of both eNOS and nNOS in astrocytes. All preparations were performed in astrocyte cultures and brain slice preparations labeled with 4- amino-5-methylamino-2',7'-difluorescein (DAF-FM) diacetate, a cell-permeant NO indicator that becomes cell-impermeable once inside cells. Therefore, I took advantage of this feature to evaluate NO production exclusively in astrocytes using single and multi-photon confocal microscopy. We then tested whether cholinergic and glutamatergic agonists that have the capacity to increase intracellular Ca2+ concentration can induce an increase in astrocytic NO. Both in vitro and ex vivo, NO production levels indicate that cholinergic and glutamatergic stimulations can induce astrocytic NO increases, which was abolished by the non-selective NOS inhibitor L- NG -Nitro-arginine. Moreover, the NO response to ACh was absent in eNOS-/- mice, while trans-1-aminocyclopentane-1,3-dicarboxylic acid (t-ACPD) barely affected NO production in nNOS-/- mice. These results imply that astrocytic eNOS and nNOS can be triggered discretely by distinct activation cascades (cholinergic and metabotropic glutamatergic). Furthermore, studies on cytosolic Ca2+ mobilization point out the importance of the endoplasmic reticulum (ER) Ca2+ as key in the mechanism of NO production, and suggests a signalling pathway that t-ACPD causes IP3Rs to elicit RyRs-mediated Ca2+ efflux, which in turn, activates adjacent nNOS and leads to NO production. Furthermore, superfusion of in vitro and ex vivo preparations with N-Methyl-D-aspartate (NMDA) evoked an increase in NO in eNOS-/- and nNOS-/- mice. The NO production was attenuated through removal of PSD-95/nNOS complex. This result posits that astrocytic NMDA receptor may comprise the functional NR2B/PSD- 95/nNOS signalling cassette. In conclusion, our findings demonstrate that: i) cortical astrocytes express both eNOS and nNOS; ii) nNOS colocalizes with ryanodine receptor 2 and 3, whereas membrane nNOS colocalizes with NR2B-containing NMDA receptor; iii) neuronal stimulation has the capacity of inducing eNOS- and nNOS-produced NO in astrocytes via different activation signalling; iv) activation of cytosolic nNOS requires the activation of ryanodine receptors. Collectively, these data suggest a compartmentalized and specific NO production following neuronal stimulation probably for a fine and polarized regulation of astrocytic functions. This work provides new insight into physiological consequences for neuronal and vascular functions and ameliorates our understanding of astrocytic NO function in the brain.

Spike timing-dependent plasticity (STDP) has been suggested as one of the key mechanism underlying learning and memory. Due to its importance, timing-dependent plasticity studies have been approached in the living human brain by means of non-invasive brain stimulation (NIBS) protocols such as paired associative stimulation (PAS). However, contrary to STDP studies at a cellular level, functional plasticity induction in the human brain implies the interaction among target cortical networks and investigates plasticity mechanisms at a systems level. This thesis comprises of two independent studies that aim at understanding the importance of considering broad cortical networks when predicting the outcome of timing-dependent associative plasticity induction in the human brain. In the first study we developed a new protocol (ipsilateral PAS (ipsiPAS)) that required timing- and regional-specific information transfer across hemispheres for the induction of timing-dependent plasticity within M1 (see chapter 3). In the second study, we tested the influence of individual brain structure, as measured with voxel-based cortical thickness, on a standard PAS protocol (see chapter 4). In summary, we observed that the near-synchronous associativity taking place within M1 is not the only determinant influencing the outcome of PAS protocols. Rather, the online interaction of the cortical networks integrating information during a PAS intervention determines the outcome of the pairing of inputs in M1.

While task-based functional magnetic resonance imaging (fMRI) has helped us understand the functional role of many regions in the human brain, many diseases and complex behaviors defy explanation. Alternatively, if no task is performed, the fMRI signal between distant, anatomically connected, brain regions is similar over time. These correlations in “resting state” fMRI have been strongly linked to behavior and disease. Previous work primarily calculated correlation in entire fMRI runs of six minutes or more, making understanding the neural underpinnings of these fluctuations difficult. Recently, coordinated dynamic activity on shorter time scales has been observed in resting state fMRI: correlation calculated in comparatively short sliding windows and quasi-periodic (periodic but not constantly active) spatiotemporal patterns. However, little relevance to behavior or underlying neural activity has been demonstrated. This dissertation addresses this problem, first by using 12.3 second windows to demonstrate a behavior-fMRI relationship previously only observed in entire fMRI runs. Second, simultaneous recording of fMRI and electrical signals from the brains of anesthetized rats is used to demonstrate that both types of dynamic activity have strong correlates in electrophysiology. Very slow neural signals correspond to the quasi-periodic patterns, supporting the idea that low-frequency activity organizes large scale information transfer in the brain. This work both validates the use of dynamic analysis of resting state fMRI, and provides a starting point for the investigation of the systemic basis of many neuropsychiatric diseases.