Made available in DSpace on 2014-12-17T15:36:38Z (GMT). No. of bitstreams: 1 CrhistianeAS_TESE.pdf: 3719505 bytes, checksum: 0a7335581ac5a34358c53f3a78dc9a50 (MD5) Previous issue date: 2012-07-05 / Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior / The circadian system consists of multiple oscillators organized hierarchically, with the suprachiasmatic nucleus (SCN) as the master oscillator to mammalians. There are lots of evidences that each SCN cell is an oscillator and that entrainment depends upon coupling degree between them. Knowledge of the mechanism of coupling between the SCN cells is essential for understanding entrainment and expression of circadian rhythms, and thus promote the development of new treatments for circadian rhythmicity disorders, which may cause various diseases. Some authors suggest that the dissociation model of circadian rhythm activity of rats under T22, period near the limit of synchronization, is a good model to induce internal desynchronization, and in this way, enhance knowledge about the coupling mechanism. So, in order to evaluate the pattern of the motor activity circadian rhythm of marmosets, Callithrix jacchus, in light-dark cycles at the lower limit of entrainment, two experiments were conducted: 1) 6 adult females were submitted to the LD symmetric cycles T21, T22 and T21.5 for 60, 35 and 48 days, respectively; 2) 4 male and 4 female adults were subjected to T21 for 24 days followed by 18 days of LL, and then back to T21 for 24 days followed by 14 days of LL. Vocalizations of all animals and motor activity of each one of them were continuously recorded throughout the experiments, but the vocalizations were recorded only in Experiment 1. Under the Ts shorter than 24 h, two simultaneous circadian components appeared in motor activity, one with the same period of LD cycle, named light-entrained component, and the other in free-running, named non-light-entrained component. Both components were displayed for all the animals in T21, five animals (83.3%) in T21.5 and two animals (33.3%) in T22. For vocalizations both components were observed under the three Ts. Due to the different characteristics of these components we suggest that dissociation is result of partial synchronization to the LD cycle, wherein at least one group oscillator is synchronized to the LD by relative coordination and masking processes, while at least another group of oscillators is in free-running, but also under the influence of masking by the LD. As the T21 h was the only cycle able to promote the emergence of both circadian components in circadian rhythms of all Callithrix jacchus, this was then considered the lower entrainment limit of LD cycle promoter of dissociation in circadian rhythmicity of this species, and then suggested as a non-human primate model for forced desynchronization / O sistema circadiano ? formado por m?ltiplos osciladores organizados hierarquicamente, sendo o n?cleo supraquiasm?tico (NSQ) o oscilador principal nos mam?feros. H? v?rias evid?ncias de que cada c?lula do NSQ seja um oscilador e que a sincroniza??o resulte do grau de acoplamento entre elas. O conhecimento do mecanismo de acoplamento entre as c?lulas do NSQ ? essencial para se entender a sincroniza??o e a express?o dos ritmos circadianos e, dessa forma, propiciar o desenvolvimento de novos tratamentos para os dist?rbios da ritmicidade circadiana que podem gerar v?rias doen?as. V?rios autores sugerem o modelo de dissocia??o do ritmo circadiano da atividade motora de ratos sob T22, per?odo pr?ximo ao limite de sincroniza??o, como um bom modelo animal para promover dessincroniza??o interna, propiciando um maior conhecimento sobre o mecanismo de acoplamento. Ent?o, com o objetivo de avaliar o padr?o do ritmo circadiano de atividade motora de saguis, Callithrix jacchus, em ciclos claro-escuro no limite inferior de sincroniza??o, foram realizados dois experimentos: 1) 6 f?meas adultas foram submetidas aos ciclo CE sim?tricos T21, T21.5 e T22 durante 60, 35 e 48 dias, respectivamente; 2) 4 machos e 4 f?meas adultos foram submetidos a T21 por 24 dias, seguido de CC por 18 dias, depois voltaram ao T21 por mais 24 dias seguido de CC durante 14 dias. As vocaliza??es de todos os animais e a atividade motora de cada um foram registradas continuamente ao longo dos experimentos, sendo que as vocaliza??es foram registradas apenas no Experimento 1. Sob os Ts menores que 24 h foram observados dois componentes circadianos simult?neos na atividade motora, sendo um com o mesmo per?odo do ciclo CE, nomeado como componente sincronizado pela luz, e outro em livre-curso, nomeado como componente n?o sincronizado pela luz. Os dois componentes foram exibidos por todos os animais sob T21, cinco animais (83,3%) sob T21.5 e dois animais (33,3%) sob T22. Para as vocaliza??es foram observados os dois componentes sob os tr?s Ts. Devido ?s diferentes caracter?sticas desses componentes, sugerimos que a dissocia??o ? resultado de sincroniza??o parcial ao ciclo CE, onde pelo menos um grupo de osciladores est? sincronizado ao ciclo CE por processos de coordena??o relativa e mascaramento, enquanto pelo menos outro grupo de osciladores est? em livre-curso, mas tamb?m sob influ?ncia de mascaramento do CE. Como o T21 foi o ?nico a promover o surgimento dos dois componentes circadianos nos ritmos circadianos de todos Callithrix jacchus, este foi ent?o considerado o per?odo de ciclo CE promotor de dissocia??o na ritmicidade circadiana dessa esp?cie, sendo ent?o sugerido como modelo de dessincroniza??o for?ada em primatas n?o humanos diurnos

Made available in DSpace on 2014-12-17T15:37:00Z (GMT). No. of bitstreams: 1 FabianoSF_DISSERT_01_62.pdf: 3851800 bytes, checksum: b73c04797e225854ba518eea0fe07fb3 (MD5) Previous issue date: 2011-08-24 / Conselho Nacional de Desenvolvimento Cient?fico e Tecnol?gico / The lost of phase relationship between rhythms and behaviour can, and often do, undesirable consequences. The purpose os study was to ascertain the effect of circadian desynchronization in T22 about metabolism of wistar rats. The subjects consisted of 24 animals separated in two groups: control (n=12) T24 with 8 weeks of aged and experimental group (n=12) T22, also with 8 weeks of aged. Both the groups were subject to register of locomotor actitivity, body temperature, body weight and food intake in all the experiment. And more, both the groups were subject to food deprivation, running in treadmill and forced swimming. The results show rhythm of locomotor activity and body temperature desynchronized. Dont exist diference in body weight between both the groups (T24 = 386,75?40,78g e T22 380,83?44,28g) . However, the food intake was different between the phases, light and dark, in intergroup and intragroup. The body temperature was not different in food deprivation. The same ocurred for running in treadmill and forced swimming. Since similar alterations occur in shift workers, it is proposed that the experimental paradigm presented in this manuscript is a useful model of shift work. That is, alterations in activity/rest cycles and consummatory behavior can affect the health of organism / A perda da rela??o de fase entre os ritmos biol?gicos e o comportamento pode gerar consequ?ncias indesej?veis a um organismo. Diante disso, o objetivo do trabalho foi verificar o papel da dessincroniza??o for?ada em ciclo claro-escuro sim?trico de 22h (T22) sobre o metabolismo de ratos wistar. Participaram do estudo 24 animais divididos em dois grupos: grupo controle (n=12) T24 - com dois meses de idade e grupo experimental (n=12) T22, tamb?m com dois meses de idade. Ambos os grupos tiveram o registro da atividade locomotora, temperatura corporal, peso corporal e consumo alimentar durante os 110 dias de experimento. Al?m disso, ambos os grupos foram submetidos a priva??o e restri??o de alimento, corrida em esteira e nado for?ado para verificar a resposta termog?nica as situa??es. Os resultados apontaram que houve dessincroniza??o do ritmo de atividade locomotora assim como da temperatura corporal. N?o houve diferen?a entre a m?dia do peso corporal ao longo de todo experimento (T24 = 386,75?40,78g e T22 380,83?44,28g). Entretanto, o consumo alimentar foi diferente entre as fases, clara e escura, no mesmo grupo e entre os dois grupos. J?, a temperatura corporal durante a priva??o e restri??o de alimento n?o diferiu entre os grupos. O mesmo aconteceu para a atividade f?sica for?ada (corrida em esteira e nata??o for?ada). A mudan?a do padr?o de atividade locomotora juntamente com a mudan?a no consumo alimentar indicam que o protocolo adotado pode ser eficiente para produzir o que acontece durante o trabalho em turnos. Ou seja, uma dessincroniza??o interna. Com isso, a atividade locomotora e o consumo alimentar ficam alocados mais constantemente na fase de inatividade do animal o que pode geral malef?cios a sa?de de um organismo

L’imagerie de l’activité neuronale (AN) permet d’étudier le fonctionnement normal et pathologique du cerveau humain, en plus d’aider au diagnostic et à la planification d’interventions neurochirurgicales. L’électroencéphalographie (EEG) et l’imagerie par résonance magnétique fonctionnelle (IRMf) comptent parmi les modalités d’imagerie fonctionnelle les plus utilisées en recherche et en clinique. Plusieurs éléments de la structure cérébrale peuvent toutefois influencer les signaux mesurés, de sorte qu’ils ne reflètent pas uniquement l’AN. Il importe donc d’en tenir compte pour bien interpréter les résultats, surtout lorsqu’on compare des sujets à l’anatomie cérébrale très différente. En outre, la maturation, le vieillissement et certaines pathologies s’accompagnent de changements structurels du cerveau. Ceci complique l’analyse de données longitudinales et la comparaison d’un groupe cible avec un groupe contrôle. Or, notre compréhension des interactions structure-signal demeure incomplète et très peu d’études en tiennent compte. Mon projet de doctorat a consisté à étudier les impacts de la structure cérébrale sur les signaux d’EEG et d’IRMf ainsi qu’à explorer des pistes de solution pour s’en affranchir. J’ai d’abord étudié l’effet de l’amincissement cortical dû au vieillissement sur la désynchronisation liée à l’événement (« event-related desynchronization » - ERD) en EEG. Les résultats ont mis en lumière une relation linéaire négative entre l’ERD et l’épaisseur corticale, ce qui a permis de corriger les signaux par régression. J’ai ensuite étudié l’impact de la présence de veines sur la réponse BOLD (blood-oxygen-level dependent) mesurée en IRMf suite à une stimulation visuelle. Ces travaux ont démontré que la densité veineuse locale, qui varie fortement d’une région et d’un sujet à l’autre, corrèle positivement avec l’amplitude et le délai de la réponse BOLD. Finalement, j’ai adapté une technique de classification de données visant à améliorer la détection des régions du cortex activées en IRMf. Cette méthode permet d’éviter plusieurs problèmes de l’analyse classique en IRMf, de réduire l’impact de la structure cérébrale sur les résultats obtenus et d’établir des cartes d’activité cérébrale contenant plus d’information. Globalement, ces travaux contribuent à l’amélioration de notre compréhension des interactions structure-signal en EEG et en IRMf, ainsi qu’au développement de méthodes d’analyse réduisant leur impact sur l’interprétation des données en termes d’AN. / Abstract : Imaging neural activity allows studying normal and pathological function of the human brain, while also being a useful tool for diagnosis and neurosurgery planning. Electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) are some of the most commonly used functional imaging modalities, both in research and clinic. Many aspects of cerebral structure can however influence the measured signals, so that they do not only reflect neural activity. Taking them into account is therefore of import to correctly interpret results, especially when comparing subjects displaying large differences in brain anatomy. In addition, maturation, aging as well as some pathologies are associated with changes in brain structure. This acts as a confounding factor when analysing longitudinal data or comparing target and control groups. Yet, our understanding of structure-signal relationships remains incomplete and very few studies take them into account. My Ph.D. project consisted in studying the impacts of cerebral structure on EEG and fMRI signals as well as exploring potential solutions to mitigate them. In that regard, I first studied the effect of age-related cortical thinning on event-related desynchronization (ERD) in EEG. Results allowed identifying a negative linear relationship between ERD and cortical thickness, enabling signal correction using regression. I then investigated how the presence of veins in a region impacts the blood-oxygen-level dependent (BOLD) response measured in fMRI following visual stimulation. This work showed that local venous density, which strongly varies across regions and subjects, correlates positively with the BOLD response amplitude and delay. Finally, I adapted a data clustering technique to improve the detection of activated cortical regions in fMRI. This method allows eschewing many problematic assumptions used in classical fMRI analyses, reducing the impacts of cerebral structure on results and establishing richer brain activity maps. Globally, this work contributes to further our understanding of structure-signal interactions in EEG and fMRI as well as to develop analysis methods that reduce their impact on data interpretation in terms of neural activity.

This study focuses on realization of a Brain Computer Interface (BCI)for the paralyzed to control assistive environmental devices. For this purpose, different motor imagery tasks are classified using different signal processing methods. Specifically, band-pass filtering, Laplacian filtering, and common average reference (CAR) filtering areused to enhance the EEG signal. For feature extraction / Common Spatial Pattern (CSP), Power Spectral Density (PSD), and Principal Component Analysis (PCA) are tested. Linear Feature Normalization (LFN), Gaussian Feature Normalization (GFN), and Unit-norm Feature Vector Normalization (UFVN) are studied in Support Vector Machine (SVM) and Artificial Neural Network (ANN) classification. In order to evaluate and compare the performance of the methodologies, classification accuracy, Cohen&rsquo / s kappa coefficient, and Nykopp&rsquo / s information transfer are utilized. The first experiments on classifying motor imagery tasks are realized on the 3-class dataset (V) provided for BCI Competition III. Also, a 4-class problem is studied using the dataset (IIa) provided for BCI Competition IV. Then, 5 different tasks are studied in the METU Brain Research Laboratory to find the optimum number and type of tasks to control a motor imagery based BCI. Thereafter, an interface is designed for the paralyzed to control assistive environmental devices. Finally, a test application is implemented and online performance of the design is evaluated.

In the first part of this thesis, motivated by the development of deep brain stimulation for Parkinson's disease, we consider the problem of reducing the synchrony of a neuronal population via a closed-loop electrical stimulation. This, under the constraints that only the mean membrane voltage of the ensemble is measured and that only one stimulation signal is available (mean-field feedback). The neuronal population is modeled as a network of interconnected Landau-Stuart oscillators controlled by a linear single-input single-output feedback device. Based on the associated phase dynamics, we analyze existence and robustness of phase-locked solutions, modeling the pathological state, and derive necessary conditions for an effective desynchronization via mean-field feedback. Sufficient conditions are then derived for two control objectives: neuronal inhibition and desynchronization. Our analysis suggests that, depending on the strength of feedback gain, a proportional mean-field feedback can either block the collective oscillation (neuronal inhibition) or desynchronize the ensemble.In the second part, we explore two possible ways to analyze related problems on more biologically sound models. In the first, the neuronal population is modeled as the interconnection of nonlinear input-output operators and neuronal synchronization is analyzed within a recently developed input-output approach. In the second, excitability and synchronizability properties of neurons are analyzed via the underlying bifurcations. Based on the theory of normal forms, a novel reduced model is derived to capture the behavior of a large class of neurons remaining unexplained in other existing reduced models.

Made available in DSpace on 2015-02-24T20:13:54Z (GMT). No. of bitstreams: 1 JoaoMGR_DISSERT.pdf: 11548329 bytes, checksum: b018f7ac6bfdefc0440cb7355ab6ae06 (MD5) Previous issue date: 2011-12-08 / Conselho Nacional de Desenvolvimento Cient?fico e Tecnol?gico / The circadian behavior associated with the 24 hours light-dark (LD) cycle (T24) is due to a circadian clock , which in mammals is located in the hypothalamic suprachiasmatic nucleus (SCN). Under experimental conditions in which rats are espoused to a symmetric LD 22h cycle (T22) the two SCN regions, ventrolateral (vl) and dorsomedial (dm), can be functionally isolated, suggesting that each region regulates distinct physiological and behavioral components. The vl region regulates the locomotor activity and slow wave sleep (SWS) rhythms, while the dm region assures the body temperature and paradoxical sleep (PS) rhythms regulation. This research aimed to deepen the knowledge on the functional properties of circadian rhythmicity, specifically about the internal desynchronization process, and its consequences to locomotor activity and body temperature rhythms as well as to the sleep-wake cycle pattern in rats. We applied infrared motion sensors, implanted body temperature sensors and a telemetry system to record electrocorticogram (ECoG) and electromyogram (EMG) in two rat groups. The control group under 24h period LD cycle (T24: 12hL-12hD) to the baseline record and the experimental group under 22h period LD cycle (T22: 11hL- 11hD), in which is known to occur the uncoupling process of the circadian locomotor activity rhythm where the animals show two distinct locomotor activity rhythms: one synchronized to the external LD cycle, and another expressed in free running course, with period greater than 24h. As a result of 22h cycles, characteristic locomotor activity moment appear, that are coincidence moments (T22C) and non coincidence moments (T22NC) which were the main focus or our study. Our results show an increase in locomotor activity, especially in coincidence moments, and the inversion of locomotor activity, body temperature, and sleep-wake cycle patterns in non coincidence moments. We can also observe the increase in SWS and decrease in PS, both in coincidence and non coincidence moments. Probably the increases in locomotor activity as a way to promote the coupling between circadian oscillators generate an increased homeostatic pressure and thus increase SWS, promoting the decreasing in PS / O comportamento circadiano associado ao ciclo di?rio de 24 horas deve-se ? a??o de um rel?gio circadiano que em mam?feros se localiza nos n?cleos supraquiasm?ticos do hipot?lamo (NSQs). Sob condi??es experimentais em que ratos s?o submetidos a um ciclo claro-escuro (CE) sim?trico de 22h (T22) as regi?es ventrolateral (vl) e dorsomedial (dm) dos NSQs podem ser separadas funcionalmente, sugerindo que cada regi?o regula vari?veis fisiol?gicas distintas. A regi?o vl regula os ritmos de atividade e sono de ondas lentas (SOL), enquanto a regi?o dm ? respons?vel pelo ritmo da temperatura corporal e sono paradoxal (SP). A investiga??o desenvolvida no presente trabalho visou aprofundar o conhecimento sobre as propriedades funcionais da ritmicidade circadiana, mais especificamente sobre o processo da dessincroniza??o interna e as suas implica??es no ritmo de atividade locomotora, temperatura corporal e padr?o do ciclo sono-vig?lia em ratos. Com este objetivo, foram utilizados sensores de movimentos por infravermelho e implantados sensores para temperatura corporal, al?m disso o sistema de telemetria foi utilizado para o registro de par?metros fisiol?gicos de eletrocorticograma (ECoG) e eletromiograma (EMG), em dois grupos de animais. O grupo controle sob ciclo claro-escuro com per?odo de T24 (12h claro: 12h escuro), para o registro basal das vari?veis em an?lise; e o grupo experimental sob ciclo claro-escuro com per?odo de T22 (11h claro: 11h escuro), no qual se sabe que ocorre o desacoplamento do ritmo circadiano de atividade locomotora e os animais apresentam dois componentes distintos de atividade: um sincronizado ao ciclo claro-escuro; e outro que se expressa em livre curso, com per?odo maior que 24h. Em decorr?ncia do protocolo de dessincroniza??o for?ada, surgem momentos caracter?sticos no perfil de atividade locomotora: momentos de coincid?ncia (T22C) e de n?o coincid?ncia (T22NC), que foram o foco principal do nosso estudo. Podemos observar o aumento de atividade locomotora principalmente em momentos de coincid?ncia, e a invers?o do padr?o de atividade locomotora, temperatura corporal e ciclo sono-vig?lia em momentos de n?o coincid?ncia. Podemos ainda observar o aumento do SOL e diminui??o do SP, tanto em momentos de coincid?ncia como em momentos de n?o coincid?ncia. ? prov?vel que o aumento da atividade locomotora como forma de facilitar o acoplamento entre os osciladores circadianos gere um aumento da press?o homeost?tica e com isso aumento de SOL, e diminui a dura??o de SP

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Dans la première partie de cette thèse, motivée par le développement de la stimulation cérébrale profonde comme traitement des symptômes moteurs de la maladie de Parkinson, nous considérons le problème de réduire la synchronie d'une population neuronale par l'intermédiaire d'une stimulation électrique en boucle fermée. Ceci, sous les contraintes que seule la tension de membrane moyenne de l'ensemble est mesurée et qu'un seul signal de stimulation est disponible (retour du champ moyen). La population neuronale est modélisée comme un réseau d'oscillateurs de Landau-Stuart contrôlé par un dispositif de rétroaction mono-entrée mono-sortie. En nous basant sur la dynamique de phase associée au système, nous analysons l'existence et la robustesse des solutions à verrouillage de phase, modélisant l'état pathologique, et nous dérivons des conditions nécessaires à une désynchronisation efficace par retour du champ moyen. Des conditions suffisantes sont ensuite dérivées pour deux objectifs de contrôle: l'inhibition et la désynchronisation neuronale. Notre analyse suggère que, en fonction de l'intensité du gain de rétroaction, le retour du champ moyen peut soit bloquer l'oscillation collective (inhibition neuronale) soit désynchroniser l'ensemble.Dans la deuxième partie, nous explorons deux voies possibles pour l'analyse des problèmes similaires dans des modèles biologiquement plus plausibles. Dans la première, la population est modélisée comme une interconnexion d'opérateurs entrée-sortie non-linéaires et la synchronisation neuronale est analysée en s'appuyant sur une approche entré-sortie récemment développée. Dans la seconde, les propriétés d'excitabilité et de synchronisabilité des neurones sont analysées via les bifurcations sous-jacentes. En nous basant sur la théorie des formes normales, un nouveau modèle réduit est dérivé pour capturer les comportements d'une grande classe de neurones qui restent inexpliqués dans les modèles réduits existants. / In the first part of this thesis, motivated by the development of deep brain stimulation for Parkinson's disease, we consider the problem of reducing the synchrony of a neuronal population via a closed-loop electrical stimulation. This, under the constraints that only the mean membrane voltage of the ensemble is measured and that only one stimulation signal is available (mean-field feedback). The neuronal population is modeled as a network of interconnected Landau-Stuart oscillators controlled by a linear single-input single-output feedback device. Based on the associated phase dynamics, we analyze existence and robustness of phase-locked solutions, modeling the pathological state, and derive necessary conditions for an effective desynchronization via mean-field feedback. Sufficient conditions are then derived for two control objectives: neuronal inhibition and desynchronization. Our analysis suggests that, depending on the strength of feedback gain, a proportional mean-field feedback can either block the collective oscillation (neuronal inhibition) or desynchronize the ensemble.In the second part, we explore two possible ways to analyze related problems on more biologically sound models. In the first, the neuronal population is modeled as the interconnection of nonlinear input-output operators and neuronal synchronization is analyzed within a recently developed input-output approach. In the second, excitability and synchronizability properties of neurons are analyzed via the underlying bifurcations. Based on the theory of normal forms, a novel reduced model is derived to capture the behavior of a large class of neurons remaining unexplained in other existing reduced models.