Plataforma terapeútica basada en Kinect para niños con parálisis cerebral infantil

El sistema SONRIE (Sistema de terapia, basadO en KiNect, paRa nIños con parálisis cErebral), realizado como Proyecto Fin de Grado por Dña. Estefanía Sampedro Sánchez, se desarrolló con el fin de permitir el proceso de rehabilitación de los músculos faciales en niños con Parálisis Cerebral Infantil (PCI). SONRIE se compone de una plataforma de juegos cuyo objetivo es lograr una mejora terapéutica en la musculatura orofacial de niños diagnosticados de PCI con edades comprendidas entre los 4 y los 12 años. El escenario de aplicación del sistema SONRIE son las escuelas de integración que tienen escolarizados alumnos diagnosticados con este trastorno. La posibilidad de rehabilitación de los músculos faciales mediante tratamientos que se apoyan en el uso de sistemas telemáticos, junto con el empleo de tecnologías actuales (Realidad Virtual, Realidad Aumentada y Serious Games) supone una gran innovación en el entorno de la neuro-rehabilitación, entendida como el proceso de terapia que permite optimizar la participación de una persona en la sociedad, alcanzando un grado de bienestar óptimo. El trabajo realizado en este Proyecto Fin de Grado pretende escalar el sistema SONRIE, mediante el análisis, diseño y desarrollo de un Framework encargado de facilitar, ampliar y validar el uso adecuado del sistema SONRIE en entornos escolares a través de la integración de nuevas tecnologías. La plataforma desarrollada en este proyecto, permite dotar de dinamismo y persistencia a la plataforma de juegos, ofreciendo a los usuarios de SONRIE (principalmente fisioterapeutas y rehabilitadores que trabajan en entornos escolares) un sistema de terapia para niños con PCI accesible vía web. En este Proyecto Fin de Grado se describe el conjunto de componentes software desarrollados con el fin de proporcionar un entorno web que escale el sistema SONRIE, convirtiéndolo en un sistema de terapia efectivo, completo y usable. ABSTRACT. The SONRIE system (Sistema de terapia, basadO en KiNect, paRa nIños con parálisis cErebral), performed as a final project by Miss Estefanía Sampedro, was developed in order to allow the rehabilitation process of the facial muscles of children with Cerebral Palsy (CP). SONRIE consists of a gaming platform which aims to achieve a therapeutic improvement in the orofacial musculature on children diagnosed with CP aged between 4 and 12 years. The application scenario of the SONRIE system are the integration schools that have students diagnosed with this disorder. The possibility of rehabilitation of facial muscles through treatments based on the use of telematics systems, together with the use of new technologies (Virtual Reality, Augmented Reality and Serious Games) is a great innovation in the neuro-rehabilitation environment, understood as the therapy process that optimizes the participation of a person in the society, reaching an optimum level of welfare. The work done in this final project aims to scale the SONRIE system, through the analysis, design and development of a framework in charge of facilitating, extending and validating the proper use of the SONRIE system in school environments, through the integration of new technologies. The platform developed in this project, can provide dynamism and persistence to the gaming platform, offering to the SONRIE users (mainly physiotherapists and rehabilitators who work in school settings) a therapy system for children with CP accessible via web. In this final project are described the software components developed in order to provide a web environment that scales the SONRIE system, making it an effective, complete and usable therapy system.

Modelado y Evaluación de Entornos Virtuales Interactivos para Rehabilitación Cognitiva en Daño Cerebral

El Daño Cerebral (DC) se refiere a cualquier lesión producida en el cerebro y que afecta a su funcionalidad. Se ha convertido en una de las principales causas de discapacidad neurológica de las sociedades desarrolladas. Hasta la más sencilla de las actividades y acciones que realizamos en nuestro día a día involucran a los procesos cognitivos. Por ello, la alteración de las funciones cognitivas como consecuencia del DC, limita no sólo la calidad de vida del paciente sino también la de las persona de su entorno. La rehabilitación cognitiva trata de aumentar la autonomía y calidad de vida del paciente minimizando o compensando los desórdenes funciones causados por el episodio de DC. La plasticidad cerebral es una propiedad intrínseca al sistema nervioso humano por la que en función a la experiencia se crean nuevos patrones de conectividad. El propósito de la neurorrehabilitación es precisamente modular esta propiedad intrínseca a partir de ejercicios específicos, los cuales podrían derivar en la recuperación parcial o total de las funciones afectadas. La incorporación de la tecnología a las terapias de rehabilitación ha permitido desarrollar nuevas metodologías de trabajo. Esto ha ayudado a hacer frente a las dificultades de la rehabilitación que los procesos tradicionales no logran abarcar. A pesar del gran avance realizado en los Ãoltimos años, todavía existen debilidades en el proceso de rehabilitación; por ejemplo, la trasferencia a la vida real de las habilidades logradas durante la terapia de rehabilitación, así como su generalización a otras actividades cotidianas. Los entornos virtuales pueden reproducir situaciones cotidianas. Permiten simular, de forma controlada, los requisitos conductuales que encontramos en la vida real. En un contexto terapéutico, puede ser utilizado por el neuropsicólogo para corregir en el paciente comportamientos patológicos no deseados, realizar intervenciones terapéuticas sobre Actividades de Vida Diaria que estimulen conductas adaptativas. A pesar de que las tecnologías actuales tienen potencial suficiente para aportar nuevos beneficios al proceso de rehabilitación, existe cierta reticencia a su incorporación a la clínica diaria. A día de hoy, no se ha podido demostrar que su uso aporte una mejorar significativa con respecto a otro tipo de intervención; en otras palabras, no existe evidencia científica de la eficacia del uso de entornos virtuales interactivos en rehabilitación. En este contexto, la presente Tesis Doctoral trata de abordar los aspectos que mantienen a los entornos virtuales interactivos al margen de la rutina clínica diaria. Se estudian las diferentes etapas del proceso de rehabilitación cognitiva relacionado con la integración y uso de estos entornos: diseño de las actividades, su implementación en el entorno virtual, y finalmente la ejecución por el paciente y análisis de los respectivos datos. Por tanto, los bloques en los que queda dividido el trabajo de investigación expuesto en esta memoria son: 1. Diseño de las AVD. La definición y configuración de los elementos que componen la AVD permite al terapeuta diseñar estrategias de intervención terapéutica para actuar sobre el comportamiento del paciente durante la ejecución de la actividad. En esta parte de la tesis se pretende formalizar el diseño de las AVD de tal forma que el terapeuta pueda explotar el potencial tecnológico de los entornos virtuales interactivos abstrayéndose de la complejidad implícita a la tecnología. Para hacer viable este planteamiento se propone una metodología que permita modelar la definición de las AVD, representar el conocimiento implícito en ellas, y asistir al neuropsicólogo durante el proceso de diseño de la intervención clínica. 2. Entorno virtual interactivo. El gran avance tecnológico producido durante los Ãoltimos años permite reproducir AVD interactivas en un contexto de uso clínico. El objetivo perseguido en esta parte de la Tesis es el de extraer las características potenciales de esta solución tecnológica y aplicarla a las necesidades y requisitos de la rehabilitación cognitiva. Se propone el uso de la tecnología de Vídeo Interactivo para el desarrollo de estos entornos virtuales. Para la evaluación de la misma se realiza un estudio experimental dividido en dos fases con la participación de sujetos sanos y pacientes, donde se valora su idoneidad para ser utilizado en terapias de rehabilitación cognitiva. 3. Monitorización de las AVD. El uso de estos entornos virtuales interactivos expone al paciente ante una gran cantidad de estímulos e interacciones. Este hecho requiere de instrumentos de monitorización avanzado que aporten al terapeuta información objetiva sobre el comportamiento del paciente, lo que le podría permitir por ejemplo evaluar la eficacia del tratamiento. En este apartado se propone el uso de métricas basadas en la atención visual y la interacción con el entorno para conocer datos sobre el comportamiento del paciente durante la AVD. Se desarrolla un sistema de monitorización integrado con el entorno virtual que ofrece los instrumentos necesarios para la evaluación de estas métricas para su uso clínico. La metodología propuesta ha permitido diseñar una AVD basada en la definición de intervenciones terapéuticas. Posteriormente esta AVD has sido implementada mediante la tecnología de vídeo interactivo, creando así el prototipo de un entorno virtual para ser utilizado por pacientes con déficit cognitivo. Los resultados del estudio experimental mediante el cual ha sido evaluado demuestran la robustez y usabilidad del sistema, así como su capacidad para intervenir sobre el comportamiento del paciente. El sistema monitorización que ha sido integrado con el entorno virtual aporta datos objetivos sobre el comportamiento del paciente durante la ejecución de la actividad. Los resultados obtenidos permiten contrastar las hipótesis de investigación planteadas en la Tesis Doctoral, aportando soluciones que pueden ayudar a la integración de los entornos virtuales interactivos en la rutina clínica. Esto abre una nueva vía de investigación y desarrollo que podría suponer un gran progreso y mejora en los procesos de neurorrehabilitación cognitiva en daño cerebral. ABSTRACT Brain injury (BI) refers to medical conditions that occur in the brain, altering its function. It becomes one of the main neurological disabilities in the developed society. Cognitive processes determine individual performance in Activities of Daily Living (ADL), thus, the cognitive disorders after BI result in a loss of autonomy and independence, affecting the patient’s quality of life. Cognitive rehabilitation seeks to increase patients’ autonomy and quality of life minimizing or compensating functional disorders showed by BI patients. Brain plasticity is an intrinsic property of the human nervous system whereby its structure is changed depending on experience. Neurorehabilitation pursuits a precise modulation of this intrinsic property, based on specific exercises to induce functional changes, which could result in partial or total recovery of the affected functions. The new methodologies that can be approached by applying technologies to the rehabilitation process, permit to deal with the difficulties which are out of the scope of the traditional rehabilitation. Despite this huge breakthrough, there are still weaknesses in the rehabilitation process, such as the transferring to the real life those skills reached along the therapy, and its generalization to others daily activities. Virtual environments reproduce daily situations. Behavioural requirements which are similar to those we perceive in real life, are simulated in a controlled way. In these virtual environments the therapist is allowed to interact with patients without even being present, inhibiting unsuitable behaviour patterns, stimulating correct answers throughout the simulation and enhancing stimuli with supplementary information when necessary. Despite the benefits which could be brought to the cognitive rehabilitation by applying the potential of the current technologies, there are barriers for widespread use of interactive virtual environments in clinical routine. At present, the evidence that these technologies bring a significant improvement to the cognitive therapies is limited. In other words, there is no evidence about the efficacy of using virtual environments in rehabilitation. In this context, this work aims to address those issues which keep the virtual environments out of the clinical routine. The stages of the cognitive rehabilitation process, which are related with the use and integration of these environments, are analysed: activities design, its implementation in the virtual environment, and the patient’s performance and the data analysis. Hence, the thesis is comprised of the main chapters that are listed below: 1. ADL Design.Definition and configuration of the elements which comprise the ADL allow the therapist to design intervention strategies to influence over the patient behaviour along the activity performance. This chapter aims to formalise the AVD design in order to help neuropsychologists to make use of the interactive virtual environments’ potential but isolating them from the complexity of the technology. With this purpose a new methodology is proposed as an instrument to model the ADL definition, to manage its implied knowledge and to assist the clinician along the design process of the therapeutic intervention. 2. Interactive virtual environment. Continuous advancements make the technology feasible for re-creating rehabilitation therapies based on ADL. The goal of this stage is to analyse the main features of virtual environments in order to apply them according to the cognitive rehabilitation’s requirements. The interactive video is proposed as the technology to develop virtual environments. Experimental study is carried out to assess the suitability of the interactive video to be used by cognitive rehabilitation. 3. ADL monitoring system. This kind of virtual environments bring patients in front lots of stimuli and interactions. Thus, advanced monitoring instruments are needed to provide therapist with objective information about patient’s behaviour. This thesis chapter propose the use of metrics rely on visual patients’ visual attention and their interactions with the environment. A monitoring system has been developed and integrated with the interactive video-based virtual environment, providing neuropsychologist with the instruments to evaluate the clinical force of this metrics. Therapeutic interventions-based ADL has been designed by using the proposed methodology. Interactive video technology has been used to develop the ADL, resulting in a virtual environment prototype to be use by patients who suffer a cognitive deficits. An experimental study has been performed to evaluate the virtual environment, whose overcomes show the usability and solidity of the system, and also its capacity to have influence over patient’s behaviour. The monitoring system, which has been embedded in the virtual environment, provides objective information about patients’ behaviour along their activity performance. Research hypothesis of the Thesis are proven by the obtained results. They could help to incorporate the interactive virtual environments in the clinical routine. This may be a significant step forward to enhance the cognitive neurorehabilitation processes in brain injury.

ASPECTOS PSICODINÂMICOS E ADAPTATIVOS DE PAIS E MÃES DE CRIANÇAS DIAGNOSTICADAS COM PARALISIA CEREBRAL

Diante do sofrimento e das questões enfrentadas por pais e mães de crianças diagnosticadas com paralisia cerebral, o presente trabalho estudou aspectos psicodinâmicos e adaptativos. Para tanto, foi realizado estudo clínico, de recorte diagnóstico, em que participaram dois pais e duas mães de crianças com paralisia cerebral que contavam de 1 a 5 anos de idade. Os pais e mães passaram por entrevistas clínicas preventivas orientadas pela EDAO e pela técnica de Desenho-Estória com Tema. A análise do material obtido indicou que todos eles passaram por período de crise após a notícia do diagnóstico da criança e, na atualidade, foram classificados como tendo Adaptação Ineficaz, sendo que os dois pais e uma mãe tinham Adaptação Ineficaz Severa, uma mãe Adaptação Ineficaz Moderada. Com relação aos aspectos intra-píquicos, foram identificadas defesas primitivas nessa lida com o sofrimento ocasionado pela deficiência da criança. Concluiu-se que os recursos internos anteriores ao nascimento da criança e à própria personalidade de cada pai/mãe foi preponderante em sua adaptação e que a paralisia cerebral da criança afetou todos os setores adaptativos dos pais e mães.(AU)

ASPECTOS PSICODINÂMICOS E ADAPTATIVOS DE PAIS E MÃES DE CRIANÇAS DIAGNOSTICADAS COM PARALISIA CEREBRAL

Diante do sofrimento e das questões enfrentadas por pais e mães de crianças diagnosticadas com paralisia cerebral, o presente trabalho estudou aspectos psicodinâmicos e adaptativos. Para tanto, foi realizado estudo clínico, de recorte diagnóstico, em que participaram dois pais e duas mães de crianças com paralisia cerebral que contavam de 1 a 5 anos de idade. Os pais e mães passaram por entrevistas clínicas preventivas orientadas pela EDAO e pela técnica de Desenho-Estória com Tema. A análise do material obtido indicou que todos eles passaram por período de crise após a notícia do diagnóstico da criança e, na atualidade, foram classificados como tendo Adaptação Ineficaz, sendo que os dois pais e uma mãe tinham Adaptação Ineficaz Severa, uma mãe Adaptação Ineficaz Moderada. Com relação aos aspectos intra-píquicos, foram identificadas defesas primitivas nessa lida com o sofrimento ocasionado pela deficiência da criança. Concluiu-se que os recursos internos anteriores ao nascimento da criança e à própria personalidade de cada pai/mãe foi preponderante em sua adaptação e que a paralisia cerebral da criança afetou todos os setores adaptativos dos pais e mães.(AU)

USO DO BRINQUEDO NO ATENDIMENTO FISIOTERAPÊUTICO DE CRIANÇAS COM PARALISIA CEREBRAL

A paralisia cerebral, doença não progressiva, compromete movimentos e postura. A fisioterapia atual volta-se para um tratamento holístico. Brincar proporciona desenvolvimento neuropsicomotor. O presente estudo tem como objetivos investigar a opinião de fisioterapeutas que atuam em neuropediatria sobre a utilização do brinquedo em sua prática clínica e verificar sua possível utilização em intervenções junto a crianças com paralisia cerebral. Utiliza-se inicialmente de questionário de opinião junto a 50 fisioterapeutas das diversas clínicas da Associação de Apoio a Criança com Deficiência, AACD - SP, verificando a utilização de brinquedos face aos diversos objetivos fisioterapeuticos; a seguir, realiza observação de 60 atendimentos, em fisioterapia aquática e de solo, de crianças com paralisia cerebral, identificando a utilização de cada categoria de brinquedo relativo ao objetivo terapêutico. Os dados obtidos no questionário revelaram em ordem decrescente utilização de: brinquedos sensório-motores 57,4%, para ganho de equilíbrio (E); 22,2% para coordenação motora (CM); 18,5% para aquisições posturais (AP) e 2% para relaxamento muscular (RM). Em relação aos jogos de faz-de-conta: 37% (E); 39% (AP) e 24% (CM).Para os jogos de regras: 54% (E); 35% (CM); 11% (AP). Com os jogos de montagem: 52% (CM); 24% (E); 24% (AP). Os dados da observação revelaram que os principais objetivos terapêuticos visados com utilização de brinquedos foram: alongamento, primeiro 10 ; fortalecimento muscular, equilíbrio e treino de marcha de 10 a 40 . Quanto à modalidade de brinquedo observada houve predomínio do faz de conta no início e no fim da sessão e das demais categorias no meio, de forma intercalada. Os dados da observação coincidiram com os do questionário revelando utilização sistemática de brinquedos com objetivos fisioterapeuticos.(AU)

USO DO BRINQUEDO NO ATENDIMENTO FISIOTERAPÊUTICO DE CRIANÇAS COM PARALISIA CEREBRAL

A paralisia cerebral, doença não progressiva, compromete movimentos e postura. A fisioterapia atual volta-se para um tratamento holístico. Brincar proporciona desenvolvimento neuropsicomotor. O presente estudo tem como objetivos investigar a opinião de fisioterapeutas que atuam em neuropediatria sobre a utilização do brinquedo em sua prática clínica e verificar sua possível utilização em intervenções junto a crianças com paralisia cerebral. Utiliza-se inicialmente de questionário de opinião junto a 50 fisioterapeutas das diversas clínicas da Associação de Apoio a Criança com Deficiência, AACD - SP, verificando a utilização de brinquedos face aos diversos objetivos fisioterapeuticos; a seguir, realiza observação de 60 atendimentos, em fisioterapia aquática e de solo, de crianças com paralisia cerebral, identificando a utilização de cada categoria de brinquedo relativo ao objetivo terapêutico. Os dados obtidos no questionário revelaram em ordem decrescente utilização de: brinquedos sensório-motores 57,4%, para ganho de equilíbrio (E); 22,2% para coordenação motora (CM); 18,5% para aquisições posturais (AP) e 2% para relaxamento muscular (RM). Em relação aos jogos de faz-de-conta: 37% (E); 39% (AP) e 24% (CM).Para os jogos de regras: 54% (E); 35% (CM); 11% (AP). Com os jogos de montagem: 52% (CM); 24% (E); 24% (AP). Os dados da observação revelaram que os principais objetivos terapêuticos visados com utilização de brinquedos foram: alongamento, primeiro 10 ; fortalecimento muscular, equilíbrio e treino de marcha de 10 a 40 . Quanto à modalidade de brinquedo observada houve predomínio do faz de conta no início e no fim da sessão e das demais categorias no meio, de forma intercalada. Os dados da observação coincidiram com os do questionário revelando utilização sistemática de brinquedos com objetivos fisioterapeuticos.(AU)

Estimating sequestered parasite population dynamics in cerebral malaria

Clinical investigation of malaria is hampered by the lack of a method for estimating the number of parasites that are sequestered in the tissues, for it is these parasites that are thought to be crucial to the pathogenesis of life-threatening complications such as cerebral malaria. We present a method of estimating this hidden population by using clinical observations of peripheral parasitemia combined with an age-structured mathematical model of the parasite erythrocyte cycle. Applying the model to data from 217 Gambian children undergoing treatment for cerebral malaria we conclude that although artemether clears parasitemia more rapidly than quinine, the clearance of sequestered parasites is similar for the two drugs. The estimated sequestered mass was found to be a more direct predictor of fatal outcome than clinically observed parasitemia. This method allows a sequential analysis of sequestered parasite population dynamics in children suffering from cerebral malaria, and the results offer a possible explanation for why artemether provides less advantage than might have been expected over quinine in reducing mortality despite its rapid effect on circulating parasites.

MEK1 protein kinase inhibition protects against damage resulting from focal cerebral ischemia

The MEK1 (MAP kinase/ERK kinase)/ERK (extracellular-signal-responsive kinase) pathway has been implicated in cell growth and differentiation [Seger, R. & Krebs, E. G. (1995) FASEB J. 9, 726–735]. Here we show that the MEK/ERK pathway is activated during focal cerebral ischemia and may play a role in inducing damage. Treatment of mice 30 min before ischemia with the MEK1-specific inhibitor PD98059 [Alessi, D. R., Cuenda, A., Cohen, P., Dudley, D. T. & Saltiel, A. R. (1995) J. Biol. Chem. 270, 27489–27494] reduces focal infarct volume at 22 hr after ischemia by 55% after transient occlusion of the middle cerebral artery. This is accompanied by a reduction in phospho-ERK1/2 immunohistochemical staining. MEK1 inhibition also results in reduced brain damage 72 hr after ischemia, with focal infarct volume reduced by 36%. This study indicates that the MEK1/ERK pathway contributes to brain injury during focal cerebral ischemia and that PD98059, a MEK1-specific antagonist, is a potent neuroprotective agent.

Evidence for a protective role of metallothionein-1 in focal cerebral ischemia

Metallothioneins (MTs) are a family of metal binding proteins that have been proposed to participate in a cellular defense against zinc toxicity and free radicals. In the present study, we investigated whether increased expression of MT in MT-1 isoform-overexpressing transgenic mice (MT-TG) affords protection against mild focal cerebral ischemia and reperfusion. Transient focal ischemia was induced in control (wild type) and MT-TG mice by occluding the right middle cerebral artery for 45 min. Upon reperfusion, cerebral edema slowly developed and peaked at 24 hr as shown by T2-weighted MRI. The volume of affected tissue was on the average 42% smaller in MT-TG mice compared with control mice at 6, 9, 24, and 72 hr and 14 days postreperfusion (P < 0.01). In addition, functional studies showed that 3 weeks after reperfusion MT-TG mice showed a significantly better motor performance compared with control mice (P = 0.011). Although cortical baseline levels of MT-1 mRNA were similar in control and MT-TG mice, there was an increase in MT-1 mRNA levels in the ischemic cortex of MT-TG mice to 7.5 times baseline levels compared with an increase to 2.3 times baseline levels in control mice 24 hr after reperfusion. In addition, MT-TG mice showed an increased MT immunoreactivity in astrocytes, vascular endothelial cells, and neurons 24 hr after reperfusion whereas in control mice MT immunoreactivity was restricted mainly to astrocytes and decreased in the infarcted tissue. These results provide evidence that increased expression of MT-1 protects against focal cerebral ischemia and reperfusion.

Immunologic tolerance to myelin basic protein decreases stroke size after transient focal cerebral ischemia

Immune mechanisms contribute to cerebral ischemic injury. Therapeutic immunosuppressive options are limited due to systemic side effects. We attempted to achieve immunosuppression in the brain through oral tolerance to myelin basic protein (MBP). Lewis rats were fed low-dose bovine MBP or ovalbumin (1 mg, five times) before 3 h of middle cerebral artery occlusion (MCAO). A third group of animals was sensitized to MBP but did not survive the post-stroke period. Infarct size at 24 and 96 h after ischemia was significantly less in tolerized animals. Tolerance to MBP was confirmed in vivo by a decrease in delayed-type hypersensitivity to MBP. Systemic immune responses, characterized in vitro by spleen cell proliferation to Con A, lipopolysaccharide, and MBP, again confirmed antigen-specific immunologic tolerance. Immunohistochemistry revealed transforming growth factor β1 production by T cells in the brains of tolerized but not control animals. Systemic transforming growth factor β1 levels were equivalent in both groups. Corticosterone levels 24 h after surgery were elevated in all sham-operated animals and ischemic control animals but not in ischemic tolerized animals. These results demonstrate that antigen-specific modulation of the immune response decreases infarct size after focal cerebral ischemia and that sensitization to the same antigen may actually worsen outcome.

Functional impact of cerebral connections

Cerebral networks are complex sets of connections that resemble a ladder-like web of multiple parallel feedforward, lateral, and feedback connections. This static anatomical description has been pivotal in guiding our understanding of signal processing within cerebral networks. However, measures on both magnitude and functional significance of connections are extremely limited. Here, we compare the anatomically defined strengths of a set of cerebral pathways emerging from the visual middle suprasylvian (MS) cortex of the cat with measures of the functional impact the same region has over distant sites. These functional measures were obtained by analyzing the local and distant effects of MS cooling deactivation on deoxyglucose uptake. Relative to major efferent projections from MS cortex that have a strong influence, projections to early visual processing stages have weaker functional influences than predicted from the anatomy. For higher processing stages, the converse holds: projections from MS cortex have stronger functional influence than predicted from the anatomy. We conclude that these and future functional measures, obtained using the same combination of techniques, will furnish fundamental, new information that complements and extends current models of static cerebral networks, and lead to more realistic models of cerebral network function and component interactions.

A tetracycline derivative, minocycline, reduces inflammation and protects against focal cerebral ischemia with a wide therapeutic window

The only treatment of patients with acute ischemic stroke is thrombolytic therapy, which benefits only a fraction of stroke patients. Both human and experimental studies indicate that ischemic stroke involves secondary inflammation that significantly contributes to the outcome after ischemic insult. Minocycline is a semisynthetic second-generation tetracycline that exerts antiinflammatory effects that are completely separate from its antimicrobial action. Because tetracycline treatment is clinically well tolerated, we investigated whether minocycline protects against focal brain ischemia with a wide therapeutic window. Using a rat model of transient middle cerebral artery occlusion, we show that daily treatment with minocycline reduces cortical infarction volume by 76 ± 22% when the treatment is started 12 h before ischemia and by 63 ± 35% when started even 4 h after the onset of ischemia. The treatment inhibits morphological activation of microglia in the area adjacent to the infarction, inhibits induction of IL-1β-converting enzyme, and reduces cyclooxygenase-2 expression and prostaglandin E2 production. Minocycline had no effect on astrogliosis or spreading depression, a wave of ionic transients thought to contribute to enlargement of cortical infarction. Treatment with minocycline may act directly on brain cells, because cultured primary neurons were also salvaged from glutamate toxicity. Minocycline may represent a prototype of an antiinflammatory compound that provides protection against ischemic stroke and has a clinically relevant therapeutic window.