Latent disconnectome prediction of long-term cognitive-behavioural symptoms in stroke

Stroke significantly impacts the quality of life. However, the long-term cognitive evolution in stroke is poorly predictable at the individual level. There is an urgent need to better predict long-term symptoms based on acute clinical neuroimaging data. Previous works have demonstrated a strong relationship between the location of white matter disconnections and clinical symptoms. However, rendering the entire space of possible disconnection-deficit associations optimally surveyable will allow for a systematic association between brain disconnections and cognitive-behavioural measures at the individual level. Here we present the most comprehensive framework, a composite morphospace of white matter disconnections (disconnectome) to predict neuropsychological scores 1 year after stroke. Linking the latent disconnectome morphospace to neuropsychological outcomes yields biological insights that are available as the first comprehensive atlas of disconnectome-deficit relations across 86 scores-a Neuropsychological White Matter Atlas. Our novel predictive framework, the Disconnectome Symptoms Discoverer, achieved better predictivity performances than six other models, including functional disconnection, lesion topology and volume modelling. Out-of-sample prediction derived from this atlas presented a mean absolute error below 20% and allowed personalize neuropsychological predictions. Prediction on an external cohort achieved an R2 = 0.201 for semantic fluency. In addition, training and testing were replicated on two external cohorts achieving an R2 = 0.18 for visuospatial performance. This framework is available as an interactive web application (http://disconnectomestudio.bcblab.com) to provide the foundations for a new and practical approach to modelling cognition in stroke. We hope our atlas and web application will help to reduce the burden of cognitive deficits on patients, their families and wider society while also helping to tailor future personalized treatment programmes and discover new targets for treatments. We expect our framework's range of assessments and predictive power to increase even further through future crowdsourcing

Activation of mutated TRPA1 ion channel by resveratrol in human prostate cancer associated fibroblasts (CAF)

Previous studies showed the effects of resveratrol (RES) on several cancer cells, including prostate cancer (PCa) cell apoptosis without taking into consideration the impact of the tumor microenvironment (TME). The TME is composed of cancer cells, endothelial cells, blood cells and cancer-associated fibroblasts (CAF), the main source of growth factors. The latter cells might modify in the TME the impact of RES on tumor cells via secreted factors. Recent data clearly show the impact of CAF on cancer cells apoptosis resistance via secreted factors. However, the effects of RES on PCa CAF have not been studied so far. We have investigated here for the first time the effects of RES on the physiology of PCa CAF in the context of TME. Using a prostate cancer CAF cell line and primary cultures of CAF from prostate cancers, we show that RES activates the N-terminal mutated Transient Receptor Potential Ankyrin 1 (TRPA1) channel leading to an increase in intracellular calcium concentration and the expression and secretion of growth factors (HGF and VEGF) without inducing apoptosis in these cells. Interestingly, in the present work, we also show that when the prostate cancer cells were co-cultured with CAF, the RES-induced cancer cell apoptosis was reduced by 40%, an apoptosis reduction canceled in the presence of the TRPA1 channel inhibitors. The present work highlights CAF TRPA1 ion channels as a target for RES and the importance of the channel in the epithelial-stromal crosstalk in the TME leading to resistance to the RES-induced apoptosis

Implication du cortex pariétal postérieur dans le contrôle de la fonction du membre supérieur et de l’attention spatiale post-AVC : étude et modulation de la connectivité du cortex pariétal postérieur controlésionnel

The posterior parietal cortex (PPC) is a key structure for sensorimotor integration. It forms with the frontal areas to which it is connected the parieto-frontal networks that have specialized functions. It is involved in the planning and online control of visually-guided prehension but also in the control of spatial attention. Upper limb impairment and spatial neglect are two frequent and disabling consequences of stroke. In these two deficiencies, it has been shown that cerebral connectivity in the parieto-frontal networks is modified within the lesioned hemisphere, but also towards and within the non-lesioned hemisphere due to an imbalance in the interhemispheric influences between parietal areas. Furthermore, these modifications seem to be involved in the genesis and/or the recovery of spatial neglect and motor deficiency. However, the changes in connectivity remain partly unknown, especially if we consider the different PPC functional areas identified in healthy subjects in the PPC (anterior and posterior parts of the intraparietal sulcus (respectively aIPS and pIPS) and the superior parieto-occipital cortex (SPOC)). The aims of the present work were (1) to study the modifications of intra- and interhemispheric cerebral connectivity of these 3 PPC areas in post-stroke patients vs healthy controls, (2) determine the relationship between connectivity data and the severity of motor and visuo-spatial deficiencies, and (3) study the effect of a modulation of the PPC on these deficiencies.We first assessed the connectivity of parieto-frontal networks within the contralesional hemisphere using a paired-pulse transcranial magnetic stimulation protocol (ppTMS). In a second study, we addressed the functional (resting state fMRI) and structural (fractional anisotropy on diffusion weighted imagery) intra- and interhemispheric connectivity of the contralesional PPC. We finally study the effect of an inhibitory modulation of the contralesional PPC (continuous theta-burst stimulation (cTBS)) on reaching parameters with the paretic upper limb in stroke patients.In the first study, we demonstrated an hyperexcitability of parieto-frontal connections in neglect patients when the conditioning stimulus was applied over the SPOC, especially when peripersonal neglect was severe. Connectivity between the aIPS and M1 was not different between patients and healthy controls and the severity of motor deficiency was not associated with connectivity. The neuroimaging study revealed that functional and structural connectivity from the contralesional PPC was altered in stroke patients, within the contralesional hemisphere but also to the lesioned hemisphere, in different ways depending on the PPC site considered. Functional connectivity showed some relationships with neglect severity but almost not with motor deficiency. Finally, the inhibition of the contralesional PPC lead by a cTBS protocol may increase lesioned M1 excitability and some spatiotemporal parameters of pointing movements.In conclusion, post-stroke patients showed wide modifications of cerebral connectivity of the contralesional PPC, both within the contralesional and toward the lesioned hemisphere. Whereas we identified links between connectivity and neglect severity, relationships were poorer with motor deficiency, certainly since this last is determined by several other factors. Finally, this work puts light on new perspectives of modulation protocols using non-invasive brain stimulation in stroke patients.Le cortex pariétal postérieur (PPC) est une structure clé de l’intégration sensori-motrice qui forme, avec les structures frontales auxquelles il est connecté, des réseaux pariéto-frontaux aux fonctions spécifiques. Il est ainsi impliqué dans la planification et le contrôle des mouvements de préhension visuo-guidés mais aussi dans le contrôle de l’attention spatiale. L’atteinte fonctionnelle du membre supérieur et la négligence spatiale sont deux conséquences fréquentes et invalidantes après un accident vasculaire cérébral (AVC). Dans ces deux situations, il est démontré que la connectivité cérébrale des réseaux pariéto-frontaux est modifiée au sein de l’hémisphère lésé, mais aussi vers et au sein de l’hémisphère non-lésé. Par ailleurs, ces modifications semblent impliquées dans la genèse et/ou les mécanismes de récupération de la négligence spatiale et de la déficience motrice. Cependant, la spécificité des modifications de connectivité du PPC controlésionnel reste partiellement méconnue, en particulier si on considère les régions fonctionnelles spécialisées qui y ont été identifiées chez le sujet sain. Ces dernières incluent notamment les parties antérieure et postérieure du sillon intra-pariétal (respectivement aIPS et pIPS) et le cortex pariéto-occipital supérieur (SPOC). Les objectifs de ce travail étaient (1) d’étudier les modifications de la connectivité intra- et inter-hémisphérique de ces trois zones chez des patients post-AVC comparativement à un groupe de sujets contrôles sains, (2) de déterminer les liens de la connectivité avec la sévérité des déficiences motrices et visuo-spatiales, et enfin (3) de juger de l’effet de la modulation du PPC sur ces dernières.Dans un premier temps, nous avons mesuré, au repos, la connectivité des réseaux pariétofrontaux au sein de l’hémisphère controlésionnel en utilisant une technique de stimulation magnétique transcrânienne à impulsion double (ppTMS). La deuxième étude s’est intéressée aux aspects fonctionnels (IRM fonctionnelle de repos) et structurels (mesure de la fraction d’anisotropie sur des séquences de diffusion) de la connectivité intra- et inter-hémisphérique du PPC controlésionnel. Nous avons enfin analysé l’effet de la modulation inhibitrice du PPC controlésionnel (rTMS en mode thetaburst continu (cTBS)) sur les paramètres du mouvement de pointage avec le membre supérieur parétique.La première étude a mis en évidence une hyperexcitabilité des connexions pariéto-frontales chez les patients négligents lorsque la stimulation conditionnante concernait le SPOC, ce d’autant plus que la négligence péripersonnelle était sévère. La connectivité aIPS-M1 n’était pas différente entre sujets hémiparétique et contrôles, et le degré de déficience motrice n’était pas lié aux données de connectivité. Le travail d’imagerie a montré que la connectivité fonctionnelle et structurelle du PPC controlésionnel était altérée chez les patients, au sein de l’hémisphère controlésionnel mais aussi vers l’hémisphère lésé, de manière différente selon les sites du PPC. Les données de connectivité fonctionnelle montraient des liens avec la sévérité de la négligence spatiale mais peu avec celle de la déficience motrice. Enfin, l’inhibition du PPC controlésionnel par un protocole de cTBS pourrait améliorer l’excitabilité de M1 du coté lésé et certains paramètres spatiaux et temporels du mouvement de pointage. Les patients post-AVC présentaient donc des modifications étendues de connectivité cérébrale du PPC controlésionnel, à la fois intra- et inter-hémisphériques. Alors que des liens entre connectivité et négligence ont été mis en évidence, il n’existait que peu de relation avec la déficience motrice, probablement parce qu’elle est déterminée par un nombre important d’autres facteurs. Enfin, ce travail ouvre de nouvelles pistes d’évolution des stratégies de modulation par les techniques de stimulation cérébrale non-invasives en post-AVC

Boosting brain motor plasticity with physical exercise

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Validation d'une échelle d'évaluation analytique et fonctionnelle de l'équilibre et de la marche chez les patients hémiplégiques vasculaires

LILLE2-BU Santé-Recherche (593502101) / SudocSudocFranceF

Efficacité de la neurotomie ramicellaire sélective tibiale sur les capacités d'équilibre et de marche dans le cadre du pied spastique post-AVC

LILLE2-BU Santé-Recherche (593502101) / SudocSudocFranceF

Contribution of transcranial magnetic stimulation in assessing parietofrontal connectivity during gesture production in healthy individuals and brain-injured patients

International audienceParietofrontal (PF) networks link the posterior parietal cortex to premotor and prefrontal areas, and are involved in the control of many motor and cognitive behaviors in healthy humans. In recent years, electrophysiological experiments have provided a better understanding of the functional specificity and temporal involvement of the PF networks’ different components during the planning of visually guided upper limb movements. In particular, transcranial magnetic stimulation has been used to temporarily inactivate a cortical area (virtual lesions) or to assess connectivity using paired-pulse protocols)). This approach has shed new light on the neural mechanisms that underlie the planning stages of the reaching and grasping phases of transitive movements. Reaching and grasping were often presented as two distinct processes; in fact, the respective involvement of dorsolateral and dorsomedial networks may depend on the movement's complexity and the need for precise coordination between the two phases. The dorsolateral parietofrontal network (linking the anterior part of the intraparietal sulcus to the ventral premotor cortex) is involved in the grasping phase (i.e. hand shape and grip force scaling), whereas the dorsomedial part (from the posterior part of the intraparietal sulcus and the superior parieto-occipital cortex to the dorsal premotor cortex) appears to be involved not only in the reaching phase but also in more complex visually guided grasping movements. Changes in parietofrontal connectivity following brain injury might explain the impairments in visually guided upper limb movements observed in patients (such as optic ataxia and the motor component of spatial neglect). Lastly, parietofrontal changes may reflect neuronal plasticity in motor function recovery

Anatomical and psychometric relationships of behavioral neglect in daily living

Spatial neglect has been related to both cortical (predominantly at the temporal-parietal junction) and subcortical (predominantly of the superior longitudinal fasciculus) lesions. The objectives of this observational study were to specify the anatomical relationships of behavioral neglect in activities of daily living (N-ADLs), and the anatomical and psychometric relationships of N-ADLs on one hand and components of neglect (peripersonal neglect and personal neglect) and anosognosia on the other. Forty five patients were analyzed for behavioral difficulties in daily living (on the Catherine Bergego scale) and the main components of neglect (using conventional clinical assessments) during the first months post right hemisphere stroke. Voxel-based lesion-symptom mapping was used to identify brain areas within which lesions explained the severity of bias in each assessment (non-parametric permutation test; p<0.01, one tailed). N-ADLs was associated with lesions centered on the posterior part of the superior temporal gyrus and extending to the temporo-parietal junction, temporo-occipital junction and subcortical white matter (including the superior longitudinal fasciculus). Peripersonal neglect resulted from extended cortical lesions centered on the superior temporal gyrus and the inferior parietal gyrus, with subcortical extension. Personal neglect resulted predominantly from lesions centered on the somatosensory cortex and at a lesser degree on the superior temporal sulcus. Anosognosia resulted from lesions of the posterior inferior temporal gyrus and superior temporal gyrus. In anatomic terms, N-ADLs was strongly related to peripersonal neglect, and those relationships were also shown by the psychometric analysis. In conclusions, superior temporal gyrus and superior longitudinal fasciculus lesions have a pivotal role in N-ADLs. N-ADLs is principally related (anatomically and psychometrically) to peripersonal neglect, and at a lesser degree to anosognosia and personal neglect

Influence of Motor Deficiency and Spatial Neglect on the Contralesional Posterior Parietal Cortex Functional and Structural Connectivity in Stroke Patients

International audienceThe posterior parietal cortex (PPC) is a key structure for visual attention and upper limb function, two features that could be impaired after stroke, and could be implied in their recovery. If it is well established that stroke is responsible for intra- and interhemispheric connectivity troubles, little is known about those existing for the contralesional PPC. In this study, we aimed at mapping the functional (using resting state fMRI) and structural (using diffusion tensor imagery) networks from 3 subparts of the PPC of the contralesional hemisphere (the anterior intraparietal sulcus), the posterior intraparietal sulcus and the superior parieto-occipital cortex to bilateral frontal areas and ipsilesional homologous PPC parts in 11 chronic stroke patients compared to 13 healthy controls. We also aimed at assessing the relationship between connectivity and the severity of visuospatial and motor deficiencies. We showed that interhemispheric functional and structural connectivity between PPCs was altered in stroke patients compared to controls, without any specificity among seeds. Alterations of parieto-frontal intra- and interhemispheric connectivity were less observed. Neglect severity was associated with several alterations in intra- and interhemispheric connectivity, whereas we did not find any behavioral/connectivity correlations for motor deficiency. The results of this exploratory study shed a new light on the influence of the contralesional PPC in post-stroke patients, they have to be confirmed and refined in further larger studies

Late cortical disinhibition in focal hand dystonia

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