37 results on '"Rodrigo Basilio"'
Search Results
2. Striatal and septo-hypothalamic responses to anticipation and outcome of affiliative rewards
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Tiago Bortolini, Bruno Melo, Rodrigo Basilio, Ronald Fischer, Roland Zahn, Ricardo de Oliveira-Souza, Brian Knutson, and Jorge Moll
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Reward ,Affiliation ,Basal forebrain ,fMRI ,Human ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Humans are intrinsically motivated to bond with others. The ability to experience affiliative emotions (such as affection/tenderness, sexual attraction, and admiration/awe) may incentivize and promote these affiliative bonds. Here, we interrogate the role of the critical reward circuitry, especially the Nucleus Accumbens (NAcc) and the septo-hypothalamic region, in the anticipation of and response to affiliative rewards using a novel incentive delay task. During Functional Magnetic Resonance Imaging (FMRI), participants (n = 23 healthy humans; 14 female) anticipated and watched videos involving affiliative (tenderness, erotic desire, and awe) and nonaffiliative (i.e., food) rewards, as well as neutral scenes. On the one hand, anticipation of both affiliative and nonaffiliative rewards increased activity in the NAcc, anterior insula, and supplementary motor cortex, but activity in the amygdala and the ventromedial prefrontal cortex (vmPFC) increased in response to reward outcomes. On the other hand, affiliative rewards more specifically increased activity in the septo-hypothalamic area. Moreover, NAcc activity during anticipation correlated with positive arousal for all rewards, whereas septo-hypothalamic activity during the outcome correlated with positive arousal and motivation for subsequent re-exposure only for affiliative rewards. Together, these findings implicate a general appetitive response in the NAcc to different types of rewards but suggests a more specific response in the septo-hypothalamic region in response to affiliative rewards outcomes. This work also presents a new task for distinguishing between neural responses to affiliative and non-affiliative rewards.
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- 2021
- Full Text
- View/download PDF
3. Blame-rebalance fMRI neurofeedback in major depressive disorder: A randomised proof-of-concept trial
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Roland Zahn, Julie H. Weingartner, Rodrigo Basilio, Patricia Bado, Paulo Mattos, João R. Sato, Ricardo de Oliveira-Souza, Leo F. Fontenelle, Allan H. Young, and Jorge Moll
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Previously, using fMRI, we demonstrated lower connectivity between right anterior superior temporal (ATL) and anterior subgenual cingulate (SCC) regions while patients with major depressive disorder (MDD) experience guilt. This neural signature was detected despite symptomatic remission which suggested a putative role in vulnerability. This randomised controlled double-blind parallel group clinical trial investigated whether patients with MDD are able to voluntarily modulate this neural signature. To this end, we developed a fMRI neurofeedback software (FRIEND), which measures ATL-SCC coupling and displays its levels in real time. Twenty-eight patients with remitted MDD were randomised to two groups, each receiving one session of fMRI neurofeedback whilst retrieving guilt and indignation/anger-related autobiographical memories. They were instructed to feel the emotion whilst trying to increase the level of a thermometer-like display on a screen. Active intervention group: The thermometer levels increased with increasing levels of ATL-SCC correlations in the guilt condition. Control intervention group: The thermometer levels decreased when correlation levels deviated from the previous baseline level in the guilt condition, thus reinforcing stable correlations. Both groups also received feedback during the indignation condition reinforcing stable correlations. We confirmed our predictions that patients in the active intervention group were indeed able to increase levels of ATL-SCC correlations for guilt vs. indignation and their self-esteem after training compared to before training and that this differed significantly from the control intervention group. These data provide proof-of-concept for a novel treatment target for MDD patients and are in keeping with the hypothesis that ATL-SCC connectivity plays a key role in self-worth.https://clinicaltrials.gov/ct2/show/results/NCT01920490 Keywords: Real-time fMRI, fMRI neurofeedback, Clinical trial, Guilt, Major depressive disorder, Anger, Subgenual cingulate cortex, Anterior temporal lobe, Self-esteem
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- 2019
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4. Voluntary enhancement of neural signatures of affiliative emotion using FMRI neurofeedback.
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Jorge Moll, Julie H Weingartner, Patricia Bado, Rodrigo Basilio, João R Sato, Bruno R Melo, Ivanei E Bramati, Ricardo de Oliveira-Souza, and Roland Zahn
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Medicine ,Science - Abstract
In Ridley Scott's film "Blade Runner", empathy-detection devices are employed to measure affiliative emotions. Despite recent neurocomputational advances, it is unknown whether brain signatures of affiliative emotions, such as tenderness/affection, can be decoded and voluntarily modulated. Here, we employed multivariate voxel pattern analysis and real-time fMRI to address this question. We found that participants were able to use visual feedback based on decoded fMRI patterns as a neurofeedback signal to increase brain activation characteristic of tenderness/affection relative to pride, an equally complex control emotion. Such improvement was not observed in a control group performing the same fMRI task without neurofeedback. Furthermore, the neurofeedback-driven enhancement of tenderness/affection-related distributed patterns was associated with local fMRI responses in the septohypothalamic area and frontopolar cortex, regions previously implicated in affiliative emotion. This demonstrates that humans can voluntarily enhance brain signatures of tenderness/affection, unlocking new possibilities for promoting prosocial emotions and countering antisocial behavior.
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- 2014
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5. Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox.
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João R Sato, Rodrigo Basilio, Fernando F Paiva, Griselda J Garrido, Ivanei E Bramati, Patricia Bado, Fernanda Tovar-Moll, Roland Zahn, and Jorge Moll
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Medicine ,Science - Abstract
The demonstration that humans can learn to modulate their own brain activity based on feedback of neurophysiological signals opened up exciting opportunities for fundamental and applied neuroscience. Although EEG-based neurofeedback has been long employed both in experimental and clinical investigation, functional MRI (fMRI)-based neurofeedback emerged as a promising method, given its superior spatial resolution and ability to gauge deep cortical and subcortical brain regions. In combination with improved computational approaches, such as pattern recognition analysis (e.g., Support Vector Machines, SVM), fMRI neurofeedback and brain decoding represent key innovations in the field of neuromodulation and functional plasticity. Expansion in this field and its applications critically depend on the existence of freely available, integrated and user-friendly tools for the neuroimaging research community. Here, we introduce FRIEND, a graphic-oriented user-friendly interface package for fMRI neurofeedback and real-time multivoxel pattern decoding. The package integrates routines for image preprocessing in real-time, ROI-based feedback (single-ROI BOLD level and functional connectivity) and brain decoding-based feedback using SVM. FRIEND delivers an intuitive graphic interface with flexible processing pipelines involving optimized procedures embedding widely validated packages, such as FSL and libSVM. In addition, a user-defined visual neurofeedback module allows users to easily design and run fMRI neurofeedback experiments using ROI-based or multivariate classification approaches. FRIEND is open-source and free for non-commercial use. Processing tutorials and extensive documentation are available.
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- 2013
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6. Self-blame in major depression: a randomised pilot trial comparing fMRI neurofeedback with self-guided psychological strategies
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Steven Williams, Gareth J. Barker, Alessandro Colasanti, Anthony J. Cleare, Kimberley Goldsmith, Allan H. Young, Jorge Moll, Rodrigo Basilio, Tanja Jaeckle, Vincent Giampietro, Roland Zahn, and Ewan Carr
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medicine.diagnostic_test ,business.industry ,media_common.quotation_subject ,Psychological intervention ,Anger ,medicine.disease ,behavioral disciplines and activities ,Psychiatry and Mental health ,Distress ,Social cognition ,Brodmann area 25 ,mental disorders ,medicine ,Major depressive disorder ,Neurofeedback ,Functional magnetic resonance imaging ,business ,Applied Psychology ,media_common ,Clinical psychology - Abstract
Background Overgeneralised self-blame and worthlessness are key symptoms of major depressive disorder (MDD) and have previously been associated with self-blame-selective changes in connectivity between right superior anterior temporal lobe (rSATL) and subgenual frontal cortices. Another study showed that remitted MDD patients were able to modulate this neural signature using functional magnetic resonance imaging (fMRI) neurofeedback training, thereby increasing their self-esteem. The feasibility and potential of using this approach in symptomatic MDD were unknown. Method This single-blind pre-registered randomised controlled pilot trial probed a novel self-guided psychological intervention with and without additional rSATL-posterior subgenual cortex (BA25) fMRI neurofeedback, targeting self-blaming emotions in people with insufficiently recovered MDD and early treatment-resistance (n = 43, n = 35 completers). Participants completed three weekly self-guided sessions to rebalance self-blaming biases. Results As predicted, neurofeedback led to a training-induced reduction in rSATL-BA25 connectivity for self-blame v. other-blame. Both interventions were safe and resulted in a 46% reduction on the Beck Depression Inventory-II, our primary outcome, with no group differences. Secondary analyses, however, revealed that patients without DSM-5-defined anxious distress showed a superior response to neurofeedback compared with the psychological intervention, and the opposite pattern in anxious MDD. As predicted, symptom remission was associated with increases in self-esteem and this correlated with the frequency with which participants employed the psychological strategies in daily life. Conclusions These findings suggest that self-blame-rebalance neurofeedback may be superior over a solely psychological intervention in non-anxious MDD, although further confirmatory studies are needed. Simple self-guided strategies tackling self-blame were beneficial, but need to be compared against treatment-as-usual in further trials. https://doi.org/10.1186/ISRCTN10526888
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- 2021
7. Learning Logic Programs with Neural Networks.
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Rodrigo Basilio, Gerson Zaverucha, and Valmir Carneiro Barbosa
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- 2001
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8. Sistema de energia solar a partir de células fotovoltaicas: Estacionamento solar do Centro Universitário Unievangélica
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Victor Rezende Martins, Rodrigo Basilio Dos Santos, and Rodolfo Rodrigues de Sousa Borges
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Marketing ,Pharmacology ,Physics ,Organizational Behavior and Human Resource Management ,business.industry ,Strategy and Management ,Drug Discovery ,Photovoltaic system ,Pharmaceutical Science ,Solar energy ,business ,Humanities - Abstract
Desde o surgimento do homem suas primeiras atividades como caca, pesca e consequentemente necessidade de proteger-se e sobrevivencia o planeta vem passando por constantes modificacoes ate os dias de hoje. Essas mudancas resultaram em diversos avancos como aumento da populacao mundial, avancos tecnologicos da medicina, inclusive aplicacao de novas tecnologias para suprir as necessidades de producao quando diz respeito a energia eletrica, levando em consideracao uma fonte de energia limpa e renovavel. Pensando nisso, o artigo em questao tem como objetivo apresentar os conceitos e principios de funcionamento do sistema de geracao eletrica, utilizando paineis fotovoltaicos e apresentar o estacionameto solar fotovoltaico do Centro Educacional UniEVANGELICA. Para tal, foi feito inicialmente um levantamento do material teorico para descrever sobre os conceitos e principios de funcionamento de um sistema de geracao eletrica atraves de energia solar fotovoltaica, e posteriormente apresentar e discorrer sobre o estacionamento solar fotovoltaico do Centro Universitario UniEVANGELICA situado na cidade de Anapolis GO.
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- 2020
9. Inducing Relational Concepts with Neural Networks via the LINUS System.
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Rodrigo Basilio, Gerson Zaverucha, and Artur S. d'Avila Garcez
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- 1998
10. Striatal and septo-hypothalamic responses to anticipation and outcome of affiliative rewards
- Author
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Jorge Moll, Roland Zahn, Rodrigo Basilio, Ronald Fischer, Brian Knutson, Ricardo de Oliveira-Souza, Bruno F. Melo, and Tiago Bortolini
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Adult ,Male ,Cognitive Neuroscience ,Ventromedial prefrontal cortex ,Prefrontal Cortex ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Nucleus accumbens ,Amygdala ,Nucleus Accumbens ,Developmental psychology ,Arousal ,Basal forebrain ,Young Adult ,Reward ,medicine ,Humans ,Brain Mapping ,Motivation ,Affiliation ,medicine.diagnostic_test ,Admiration ,Sexual attraction ,fMRI ,Middle Aged ,Anticipation, Psychological ,Anticipation ,Magnetic Resonance Imaging ,Corpus Striatum ,medicine.anatomical_structure ,Neurology ,Female ,Septum of Brain ,Functional magnetic resonance imaging ,Psychology ,psychological phenomena and processes ,Human ,RC321-571 - Abstract
Humans are intrinsically motivated to bond with others. The ability to experience affiliative emotions (such as affection/tenderness, sexual attraction, and admiration/awe) may incentivize and promote these affiliative bonds. Here, we interrogate the role of the critical reward circuitry, especially the Nucleus Accumbens (NAcc) and the septo-hypothalamic region, in the anticipation of and response to affiliative rewards using a novel incentive delay task. During Functional Magnetic Resonance Imaging (FMRI), participants (n = 23 healthy humans; 14 female) anticipated and watched videos involving affiliative (tenderness, erotic desire, and awe) and nonaffiliative (i.e., food) rewards, as well as neutral scenes. On the one hand, anticipation of both affiliative and nonaffiliative rewards increased activity in the NAcc, anterior insula, and supplementary motor cortex, but activity in the amygdala and the ventromedial prefrontal cortex (vmPFC) increased in response to reward outcomes. On the other hand, affiliative rewards more specifically increased activity in the septo-hypothalamic area. Moreover, NAcc activity during anticipation correlated with positive arousal for all rewards, whereas septo-hypothalamic activity during the outcome correlated with positive arousal and motivation for subsequent re-exposure only for affiliative rewards. Together, these findings implicate a general appetitive response in the NAcc to different types of rewards but suggests a more specific response in the septo-hypothalamic region in response to affiliative rewards outcomes. This work also presents a new task for distinguishing between neural responses to affiliative and non-affiliative rewards.
- Published
- 2021
11. Between trauma and taboo: the non-place of armed struggles memory in the Brazilian agreed transition - analysis of the testimonies of political prisoners of the military dictatorship
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Rodrigo Basilio Pereira de Souza, Zilda Marcia Gricoli Iokoi, Marcos Francisco Napolitano de Eugênio, Marcelo Siqueira Ridenti, and Venceslau Alves de Souza
- Abstract
O presente trabalho tem como objeto de estudo testemunhos de presos políticos da ditadura militar (1964-1985), colhidos por meio de entrevistas em audiovisual, entre 2002 e 2010, no escopo do projeto \"Intolerância e Resistência: Testemunhos da repressão política no Brasil\". Os testemunhos apresentam elaborações de vítimas da repressão e relatam suas trajetórias de vida. No momento da gravação das entrevistas, uma série de revisionismos e disputas políticas tensionavam as memórias sociais acerca do passado da ditadura militar. Buscamos analisar os testemunhos de 8 ex-militantes de organizações de luta armada tendo como referência metodológica a História Oral. Buscamos compreender de que forma as memórias desses sujeitos se relacionam com três memórias sociais sobre o período, marcadas pela conciliação política. Esta reflexão ocorre a partir de três objetivos centrais: ao elaborarem suas memórias, esses sujeitos encaram sua experiência como \"idealismo juvenil\"? Definem sua luta política como \"resistência democrática\"? Enxergam-se como \"vitoriosos politicamente\", apesar da derrota nas armas? Essas perguntas visam respondem à seguinte hipótese: o processo de redemocratização cobriu a Nova República com um manto de silêncio acerca do passado - materializado na Lei de Anistia - constituindo para os ex-presos políticos uma espécie \"não-lugar\", dificultando a elaboração de suas memórias, fazendo com que, muitas vezes, assimilem as memórias sociais hegemônicas, quando elaboram suas memórias individuais. A memória dos presos políticos da luta armada pode nos iluminar algumas contradições do processo de redemocratização e da própria Nova República, evidenciando o silêncio sobre o passado como chave para a manutenção de violências. This study examines the testimonies of political prisoners of the Brazilian military dictatorship (1964-1985), collected by audiovisual interviews, between 2002 and 2010, for the Project \'Intolerance and Resistance: Testimonies of political repression in Brazil\". The testimonies present elaborations of victims of repression and narrate their life trajectories. During the collection of the interviews, a series of revisionisms and political disputes were tensioning the social memories regarding the military dictatorship\'s past. We analyzed the testimonies of eight former members of armed fighting organizations, with Oral History as the methodological reference. We seek understanding of how these subjects memories can be related to three social memories of the period, marked by political conciliation. This reflection has three central goals: when elaborating these memories, do the subjects face their experiences as \"juvenile idealism\"? Do they characterize their political struggle as \"democratic resistance\"? Do they see themselves as \"politically victorious\", in spite of the lost armed combat? These questions aim to respond to the following hypothesis: the process of re-democratization covered the New Republic in silencing regarding the past - materialized in the Amnesty Law - creating for the former political prisoners a \"non-place\", leading the elaboration of their own individual memories towards assimilating the hegemonic social memories. The memory of the political prisoners from armed fighting may shed light on some contradictions in the process of re-democratization and the New Republic itself, evidencing the silence about the past as the key to the maintenance of violence.
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- 2020
12. Sistema de energia solar a partir de células fotovoltaicas: Estacionamento solar do Centro Universitário Unievangélica
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Santos, Rodrigo Basilio, primary, Martins, Victor Rezende, additional, and Borges, Rodolfo Rodrigues de Sousa, additional
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- 2020
- Full Text
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13. Self-blaming emotions in major depression: a randomised pilot trial comparing fMRI neurofeedback training with self-guided psychological strategies (NeuroMooD)
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Ewan Carr, Tanja Jaeckle, Rodrigo Basilio, Alessandro Colasanti, Vincent Giampietro, Jorge Moll, Kimberley Goldsmith, Allan H. Young, Gareth J. Barker, Steven Williams, Roland Zahn, and Anthony J. Cleare
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medicine.diagnostic_test ,business.industry ,media_common.quotation_subject ,Psychological intervention ,Anger ,medicine.disease ,behavioral disciplines and activities ,Distress ,Intervention (counseling) ,mental disorders ,Medicine ,Major depressive disorder ,Neurofeedback ,business ,Functional magnetic resonance imaging ,Psychopathology ,media_common ,Clinical psychology - Abstract
BackgroundOvergeneralised self-blame and worthlessness are key symptoms of major depressive disorder (MDD) and were previously associated with self-blame-selective changes in connectivity between right superior anterior temporal lobe (rSATL) and subgenual frontal areas. In a previous study, remitted MDD patients successfully modulated guilt-selective rSATL-subgenual cingulate connectivity using real-time functional magnetic resonance imaging (rtfMRI) neurofeedback training, thereby increasing their self-esteem. The feasibility and potential of using this approach in symptomatic MDD were unknown.MethodsThis single-blind pre-registered randomised controlled pilot trial tested the clinical potential of a novel self-guided psychological intervention with and without additional rSATL-posterior subgenual cortex (SC) rtfMRI neurofeedback, targeting self-blaming emotions in insufficiently recovered people with MDD and early treatment-resistance (n=43, n=35 completers). Following a diagnostic baseline assessment, patients completed three self-guided sessions to rebalance self-blaming biases and a post-treatment assessment. The fMRI neurofeedback software FRIEND was used to measure rSATL-posterior SC connectivity, while the BDI-II was administered to assess depressive symptom severity as a primary outcome measure.ResultsBoth interventions were demonstrated to be safe and beneficial, resulting in a mean reduction of MDD symptom severity by 46% and response rates of more than 55%, with no group difference. Secondary analyses, however, revealed a differential response on our primary outcome measure between MDD patients with and without DSM-5 defined anxious distress. Stratifying by anxious distress features was investigated, because this was found to be the most common subtype in our sample. MDD patients without anxious distress showed a higher response to rtfMRI neurofeedback training compared to the psychological intervention, with the opposite pattern found in anxious MDD. We explored potentially confounding clinical differences between subgroups and found that anxious MDD patients were much more likely to experience anger towards others as measured on our psychopathological interview which might play a role in their poorer response to neurofeedback. In keeping with the hypothesis that self-worth plays a key role in MDD, improvement on our primary outcome measure was correlated with increases in self-esteem after the intervention and this correlated with the frequency with which participants employed the strategies to tackle self-blame outside of the treatment sessions.ConclusionsThese findings suggest that self-blame-selective rtfMRI neurofeedback training may be superior over a solely psychological intervention in non-anxious MDD, although further confirmatory studies are needed. The self-guided psychological intervention showed a surprisingly high clinical potential in the anxious MDD group which needs further confirmation compared versus treatment-as-usual. Future studies need to investigate whether self-blame-selective rSATL-SC connectivity changes are irrelevant in anxious MDD, which could explain their response being better to the psychological intervention without interfering neurofeedback.https://doi.org/10.1186/ISRCTN10526888
- Published
- 2019
14. 34 The future role of fmri neurofeedback in depression treatment and research
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Moll J, Gareth J. Barker, Roland Zahn, Allan H. Young, Rodrigo Basilio, Tanja Jaeckle, and Williams Scr.
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Psychological intervention ,medicine.disease ,behavioral disciplines and activities ,law.invention ,Clinical trial ,Neuropsychopharmacology ,Distress ,Randomized controlled trial ,law ,Intervention (counseling) ,medicine ,Major depressive disorder ,Neurofeedback ,Psychology ,Clinical psychology - Abstract
Objectives/Aims FMRI-neurofeedback for major depressive disorder (MDD) is of great interest to clinicians and neuroscientists. Here, the aim was to review the current clinical trials evidence. Methods We undertook a systematic literature search of fMRI-neurofeedback trials in MDD, including our unpublished results. Results fMRI-neurofeedback was effective in current MDD when reinforcing brain responses to positive pictures,1 but was not superior to a control neurofeedback intervention in a recent randomised controlled trial2 (RCT). Another RCT showed that reinforcing amygdala responses to positive autobiographical memories3 was superior versus a control neurofeedback intervention4. We have developed neurofeedback of self-blame-selective functional connectivity between right superior anterior temporal (AT) and subgenual frontal regions. In remitted MDD, we demonstrated that self-esteem can be increased using this approach in a double-blind RCT. In a recently completed RCT in early treatment-resistant MDD, the majority of patients responded to guilt-related AT-subgenual connectivity neurofeedback. Surprisingly, a self-guided matched psychological intervention tackling self-blame without neurofeedback showed comparable levels of response. Secondary analyses, however, showed that neurofeedback was superior for those patients without anxious distress features. Conclusions This calls for longer-term studies to reproduce previous results and stratified trials to combine psychological and neurofeedback interventions. As a research tool, neurofeedback uncovers causal relationships between functions and anatomical subdivisions. References D. E. Linden, et al., PloS one 2012;7:e38115. D. M. A. Mehler, et al., Neuropsychopharmacology, (2018). K. D. Young, et al., PloS one 2014;9:e88785. K. D. Young, et al., Am. J. Psychiatry 2017;174:748–755.
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- 2019
15. Altruistic decisions following penetrating traumatic brain injury
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Roland Zahn, Ivanei E. Bramati, Frank Krueger, Jordan Grafman, Barry Gordon, Rodrigo Basilio, Jorge Moll, Geraldine Rodríguez-Nieto, and Ricardo de Oliveira-Souza
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Male ,Tomography Scanners, X-Ray Computed ,Punishment (psychology) ,media_common.quotation_subject ,Decision Making ,Neuropsychological Tests ,Brain mapping ,behavioral disciplines and activities ,050105 experimental psychology ,Developmental psychology ,03 medical and health sciences ,Personality changes ,0302 clinical medicine ,Punishment ,Functional neuroimaging ,Social cognition ,costly punishment ,Brain Injuries, Traumatic ,Humans ,Personality ,0501 psychology and cognitive sciences ,health care economics and organizations ,Aged ,Retrospective Studies ,Veterans ,media_common ,Brain Mapping ,Trauma Severity Indices ,05 social sciences ,penetrating traumatic brain injury ,Original Articles ,Superior temporal sulcus ,Middle Aged ,Altruism ,Magnetic Resonance Imaging ,humanities ,altruism ,Donation ,costly donation ,Neurology (clinical) ,selfishness ,Mental Status Schedule ,Psychology ,030217 neurology & neurosurgery ,psychological phenomena and processes - Abstract
Studies on the neural underpinnings of generosity and selfishness typically use healthy volunteers. Mollet al. report the effect of cortical injuries on the willingness of Vietnam War veterans to spend their own money to reward or punish societal organizations. Injury location helps determine whether decisions are altruistic versus selfish., The cerebral correlates of altruistic decisions have increasingly attracted the interest of neuroscientists. To date, investigations on the neural underpinnings of altruistic decisions have primarily been conducted in healthy adults undergoing functional neuroimaging as they engaged in decisions to punish third parties. The chief purpose of the present study was to investigate altruistic decisions following focal brain damage with a novel altruistic decision task. In contrast to studies that have focused either on altruistic punishment or donation, the Altruistic Decision Task allows players to anonymously punish or donate to 30 charitable organizations involved with salient societal issues such as abortion, nuclear energy and civil rights. Ninety-four Vietnam War veterans with variable patterns of penetrating traumatic brain injury and 28 healthy veterans who also served in combat participated in the study as normal controls. Participants were asked to invest $1 to punish or reward real societal organizations, or keep the money for themselves. Associations between lesion distribution and performance on the task were analysed with multivariate support vector regression, which enables the assessment of the joint contribution of multiple regions in the determination of a given behaviour of interest. Our main findings were: (i) bilateral dorsomedial prefrontal lesions increased altruistic punishment, whereas lesions of the right perisylvian region and left temporo-insular cortex decreased punishment; (ii) altruistic donations were increased by bilateral lesions of the dorsomedial parietal cortex, whereas lesions of the right posterior superior temporal sulcus and middle temporal gyri decreased donations; (iii) altruistic punishment and donation were only weakly correlated, emphasizing their dissociable neuroanatomical associations; and (iv) altruistic decisions were not related to post-traumatic personality changes. These findings indicate that altruistic punishment and donation are determined by largely non-overlapping cerebral regions, which have previously been implicated in social cognition and moral experience such as evaluations of intentionality and intuitions of justice and morality.
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- 2018
16. The future role of fMRI neurofeedback in depression treatment and research
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Allan H. Young, Scr Williams, Tanja Jaeckle, Rodrigo Basilio, Jorge Moll, Gareth J. Barker, and Roland Zahn
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Psychiatry and Mental health ,Clinical Psychology ,business.industry ,Medicine ,Neurofeedback ,business ,Depression (differential diagnoses) ,Clinical psychology - Published
- 2019
17. Identifying musical pieces from fMRI data using encoding and decoding models
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Petri Toiviainen, Annerose Engel, Mauricio Cagy, Rodrigo Basilio, Sebastian Hoefle, Jorge Moll, and Vinoo Alluri
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Adult ,Male ,Computer science ,Speech recognition ,Models, Neurological ,musiikki ,lcsh:Medicine ,Musical ,Stimulus (physiology) ,Auditory cortex ,neural encoding ,kuunteleminen ,050105 experimental psychology ,Article ,Key (music) ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Spatio-Temporal Analysis ,Encoding (memory) ,Humans ,0501 psychology and cognitive sciences ,lcsh:Science ,Auditory Cortex ,Multidisciplinary ,Point (typography) ,lcsh:R ,05 social sciences ,neurotieteet ,Magnetic Resonance Imaging ,neural decoding ,Healthy Volunteers ,cortex ,aivokuori ,koneoppiminen ,Acoustic Stimulation ,Duration (music) ,lcsh:Q ,Female ,030217 neurology & neurosurgery ,Decoding methods ,Music - Abstract
Encoding models can reveal and decode neural representations in the visual and semantic domains. However, a thorough understanding of how distributed information in auditory cortices and temporal evolution of music contribute to model performance is still lacking in the musical domain. We measured fMRI responses during naturalistic music listening and constructed a two-stage approach that first mapped musical features in auditory cortices and then decoded novel musical pieces. We then probed the influence of stimuli duration (number of time points) and spatial extent (number of voxels) on decoding accuracy. Our approach revealed a linear increase in accuracy with duration and a point of optimal model performance for the spatial extent. We further showed that Shannon entropy is a driving factor, boosting accuracy up to 95% for music with highest information content. These findings provide key insights for future decoding and reconstruction algorithms and open new venues for possible clinical applications.
- Published
- 2017
18. Blame-rebalance fMRI neurofeedback in major depressive disorder: A randomised proof-of-concept trial
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Allan H. Young, Jorge Moll, Julie H. Weingartner, Roland Zahn, Rodrigo Basilio, Leonardo F. Fontenelle, Paulo Mattos, João Ricardo Sato, Patricia Bado, and Ricardo de Oliveira-Souza
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Male ,Anger ,Anterior temporal lobe ,lcsh:RC346-429 ,Correlation ,Blame ,0302 clinical medicine ,Self-esteem ,media_common ,05 social sciences ,Regular Article ,Middle Aged ,Neurofeedback ,Magnetic Resonance Imaging ,Temporal Lobe ,Subgenual cingulate cortex ,Clinical trial ,Neurology ,lcsh:R858-859.7 ,Major depressive disorder ,Female ,Clinical psychology ,Adult ,Cognitive Neuroscience ,media_common.quotation_subject ,lcsh:Computer applications to medicine. Medical informatics ,Gyrus Cinguli ,Proof of Concept Study ,behavioral disciplines and activities ,050105 experimental psychology ,03 medical and health sciences ,Double-Blind Method ,mental disorders ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,lcsh:Neurology. Diseases of the nervous system ,Depressive Disorder, Major ,Autobiographical memory ,business.industry ,Functional Neuroimaging ,medicine.disease ,Self Concept ,Indignation ,fMRI neurofeedback ,Guilt ,Real-time fMRI ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
Previously, using fMRI, we demonstrated lower connectivity between right anterior superior temporal (ATL) and anterior subgenual cingulate (SCC) regions while patients with major depressive disorder (MDD) experience guilt. This neural signature was detected despite symptomatic remission which suggested a putative role in vulnerability. This randomised controlled double-blind parallel group clinical trial investigated whether patients with MDD are able to voluntarily modulate this neural signature. To this end, we developed a fMRI neurofeedback software (FRIEND), which measures ATL-SCC coupling and displays its levels in real time. Twenty-eight patients with remitted MDD were randomised to two groups, each receiving one session of fMRI neurofeedback whilst retrieving guilt and indignation/anger-related autobiographical memories. They were instructed to feel the emotion whilst trying to increase the level of a thermometer-like display on a screen. Active intervention group: The thermometer levels increased with increasing levels of ATL-SCC correlations in the guilt condition. Control intervention group: The thermometer levels decreased when correlation levels deviated from the previous baseline level in the guilt condition, thus reinforcing stable correlations. Both groups also received feedback during the indignation condition reinforcing stable correlations. We confirmed our predictions that patients in the active intervention group were indeed able to increase levels of ATL-SCC correlations for guilt vs. indignation and their self-esteem after training compared to before training and that this differed significantly from the control intervention group. These data provide proof-of-concept for a novel treatment target for MDD patients and are in keeping with the hypothesis that ATL-SCC connectivity plays a key role in self-worth. https://clinicaltrials.gov/ct2/show/results/NCT01920490, Highlights • Employs real-time fMRI of anterior temporal –subgenual cingulate connectivity • Previously decreased for guilt in major depressive disorder (MDD) beyond remission • This RCT shows MDD patients can increase connectivity in one neurofeedback session. • Active neurofeedback group increase self-esteem vs control neurofeedback group • Training-induced self-esteem increases correlate with connectivity increases
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- 2019
19. Liver immunopathogenesis in fatal cases of dengue in children: detection of viral antigen, cytokine profile and inflammatory mediators
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Leandro Junqueira Moragas, Felipe de Andrade Vieira Alves, Lucca de Lima Siqueira Oliveira, Natália Gedeão Salomão, Caio Gonçalves Azevedo, Jemima Fuentes Ribeiro da Silva, Carlos Alberto Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Ronaldo Mohana-Borges, Jorge José de Carvalho, Fernando Colonna Rosman, Marciano Viana Paes, and Kíssila Rabelo
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hepatic damage ,dengue virus ,histopathology ,inflammation ,children ,Immunologic diseases. Allergy ,RC581-607 - Abstract
IntroductionDengue virus (DENV), the etiologic agent of dengue fever illness, represents a global public health concern, mainly in tropical and subtropical areas across the globe. It is well known that this acute viral disease can progress to severe hemorrhagic stages in some individuals, however, the immunopathogenic basis of the development of more severe forms by these patients is yet to be fully understood.ObjectiveIn this context, we investigated and characterized the histopathological features as well as the cytokine profile and cell subpopulations present in liver tissues from three fatal cases of DENV in children.MethodsHematoxylin and Eosin, Periodic Acid Schiff and Picro Sirius Red staining were utilized for the histopathological analysis. Immunohistochemistry assay was performed to characterize the inflammatory response and cell expression patterns.ResultsVascular dysfunctions such as hemorrhage, vascular congestion and edema associated with a mononuclear infiltrate were observedin all three cases. Liver tissues exhibited increased presence of CD68+ and TCD8+ cells as well as high expression of MMP-9, TNF-a, RANTES, VEGFR-2 mediators. Viral replication was confirmed by the detection of NS3 protein.ConclusionTaken together, these results evidenced key factors that may be involved in the development of severe alterations in liver tissues of children in response to DENV infection.
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- 2023
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20. 30 Blame rebalance fmri feedback proof-of-concept trial in major depressive disorder
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Roland Zahn, Jorge Moll, Rodrigo Basilio, Paulo Mattos, Sato J de Oliveira-Souza, Julie H. Weingartner, Leonardo F. Fontenelle, and Patricia Bado
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Future studies ,Autobiographical memory ,media_common.quotation_subject ,medicine.disease ,behavioral disciplines and activities ,Indignation ,Correlation ,Blame ,Clinical trial ,Psychiatry and Mental health ,mental disorders ,medicine ,Major depressive disorder ,Surgery ,Neurology (clinical) ,Neurofeedback ,Psychology ,media_common ,Clinical psychology - Abstract
Objective Using fMRI, we have identified lower coupling between anterior temporal (AT) and subgenual cingulate (SC) cortex while patients with major depressive disorder (MDD) experience guilt. This neural signature was detected despite symptom remission which suggests its role in MDD vulnerability. This double-blind, controlled, randomised and pre-registered clinical trial aimed at determining whether patients with MDD are able to voluntarily modulate this neural signature. To this end we developed an fMRI neurofeedback software tool (FRIEND), which measures AT-SC coupling and displays its levels to patients during fMRI in real time. Method Twenty-eight patients with remitted MDD were randomised to two groups each receiving one session of fMRI neurofeedback whilst retrieving guilt and indignation-related autobiographical memories. They were instructed to feel the emotion whilst trying to increase the level of a thermometer-like display on a screen. Active intervention group: The thermometer levels increased with increasing levels of AT-SC correlations in the guilt condition. Control intervention group: The thermometer levels decreased when correlation levels deviated from the previous baseline level in the guilt condition thus reinforcing stable correlations. Both groups also received feedback during the indignation condition reinforcing stable correlations. Results We confirmed our predictions that patients in the active intervention group are indeed able to increase the level of their AT-SC correlation for guilt vs. indignation after training compared to before training and that this differed significantly from the control intervention group. Conclusion This provides the proof-of-concept for a novel MDD treatment approach. Future studies need to probe its efficacy when applied repeatedly.
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- 2017
21. Functional dissociation of ventral frontal and dorsomedial default mode network components during resting state and emotional autobiographical recall
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Jorge Moll, Fernanda Tovar-Moll, Fernando Fernandes Paiva, João Ricardo Sato, Ivanei E. Bramati, Rodrigo Basilio, Patricia Bado, Ricardo de Oliveira-Souza, and Annerose Engel
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Adult ,Male ,Time Factors ,Memory, Episodic ,Emotions ,Models, Neurological ,emotion ,Brain mapping ,Young Adult ,Neural Pathways ,Image Processing, Computer-Assisted ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prefrontal cortex ,Research Articles ,Default mode network ,Cerebral Cortex ,Brain Mapping ,Radiological and Ultrasound Technology ,Recall ,Resting state fMRI ,Autobiographical memory ,functional dissociation ,fMRI ,autobiographical memory ,Ventral striatum ,Magnetic Resonance Imaging ,Oxygen ,medicine.anatomical_structure ,Neurology ,ESTADOS EMOCIONAIS ,Posterior cingulate ,Mental Recall ,Female ,Neurology (clinical) ,Anatomy ,Psychology ,human activities ,default mode ,Cognitive psychology - Abstract
Humans spend a substantial share of their lives mind-wandering. This spontaneous thinking activity usually comprises autobiographical recall, emotional, and self-referential components. While neuroimaging studies have demonstrated that a specific brain “default mode network” (DMN) is consistently engaged by the “resting state” of the mind, the relative contribution of key cognitive components to DMN activity is still poorly understood. Here we used fMRI to investigate whether activity in neural components of the DMN can be differentially explained by active recall of relevant emotional autobiographical memories as compared with the resting state. Our study design combined emotional autobiographical memory, neutral memory and resting state conditions, separated by a serial subtraction control task. Shared patterns of activation in the DMN were observed in both emotional autobiographical and resting conditions, when compared with serial subtraction. Directly contrasting autobiographical and resting conditions demonstrated a striking dissociation within the DMN in that emotional autobiographical retrieval led to stronger activation of the dorsomedial core regions (medial prefrontal cortex, posterior cingulate cortex), whereas the resting state condition engaged a ventral frontal network (ventral striatum, subgenual and ventral anterior cingulate cortices) in addition to the IPL. Our results reveal an as yet unreported dissociation within the DMN. Whereas the dorsomedial component can be explained by emotional autobiographical memory, the ventral frontal one is predominantly associated with the resting state proper, possibly underlying fundamental motivational mechanisms engaged during spontaneous unconstrained ideation. Hum Brain Mapp 35:3302–3313, 2014. © 2013 Wiley Periodicals, Inc.
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- 2014
22. Voluntary enhancement of neural signatures of affiliative emotion using FMRI neurofeedback
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Roland Zahn, Julie H. Weingartner, Bruno R. P. Melo, Patricia Bado, Ricardo de Oliveira-Souza, Rodrigo Basilio, João Ricardo Sato, Ivanei E. Bramati, and Jorge Moll
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Male ,Support Vector Machine ,Emotions ,lcsh:Medicine ,Social Sciences ,Brain mapping ,Behavioral Neuroscience ,0302 clinical medicine ,Functional Magnetic Resonance Imaging ,Image Processing, Computer-Assisted ,Medicine and Health Sciences ,Psychology ,lcsh:Science ,media_common ,Brain Mapping ,Multidisciplinary ,medicine.diagnostic_test ,Applied Mathematics ,05 social sciences ,Neurofeedback ,Magnetic Resonance Imaging ,Frontal Lobe ,Frontal lobe ,Prosocial behavior ,Neurology ,Physical Sciences ,Female ,Algorithms ,Cognitive psychology ,Research Article ,Adult ,Computer and Information Sciences ,media_common.quotation_subject ,Cognitive Neuroscience ,Empathy ,Neuroimaging ,Biology ,050105 experimental psychology ,03 medical and health sciences ,Affection ,medicine ,Humans ,0501 psychology and cognitive sciences ,Computational Neuroscience ,Behavior ,Recall ,lcsh:R ,Biology and Life Sciences ,Computational Biology ,Hypothalamic Area, Lateral ,Multivariate Analysis ,lcsh:Q ,Functional magnetic resonance imaging ,030217 neurology & neurosurgery ,Mathematics ,Neuroscience - Abstract
In Ridley Scott’s film “Blade Runner”, empathy-detection devices are employed to measure affiliative emotions. Despite recent neurocomputational advances, it is unknown whether brain signatures of affiliative emotions, such as tenderness/affection, can be decoded and voluntarily modulated. Here, we employed multivariate voxel pattern analysis and real-time fMRI to address this question. We found that participants were able to use visual feedback based on decoded fMRI patterns as a neurofeedback signal to increase brain activation characteristic of tenderness/affection relative to pride, an equally complex control emotion. Such improvement was not observed in a control group performing the same fMRI task without neurofeedback. Furthermore, the neurofeedback-driven enhancement of tenderness/affection-related distributed patterns was associated with local fMRI responses in the septohypothalamic area and frontopolar cortex, regions previously implicated in affiliative emotion. This demonstrates that humans can voluntarily enhance brain signatures of tenderness/affection, unlocking new possibilities for promoting prosocial emotions and countering antisocial behavior.
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- 2013
23. Histopathological and immunological characteristics of placentas infected with chikungunya virus
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Natália Salomão, Kíssila Rabelo, Elyzabeth Avvad-Portari, Carlos Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Fátima Ferreira, Luiz Ferreira, Thiara Manuele de Souza, Priscila Nunes, Monique Lima, Anna Paula Sales, Regina Fernandes, Luiz José de Souza, Laura Dias, Patrícia Brasil, Flavia dos Santos, and Marciano Paes
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placenta ,chikungunya ,histopathology ,immunohistochemistry ,cytokines ,Microbiology ,QR1-502 - Abstract
Although vertical transmission of CHIKV has been reported, little is known about the role of placenta in the transmission of this virus and the effects of infection on the maternal-fetal interface. In this work we investigated five placentas from pregnant women who became infected during the gestational period. Four formalin-fixed paraffin-embedded samples of placenta (cases 1–4) were positive for CHIKV by RT-PCR. One (case 5) had no positive test of placenta, but had positive RT-PCR for CHIKV in the serum of the mother and the baby, confirming vertical transmission. The placentas were analyzed regarding histopathological and immunological aspects. The main histopathological changes were: deciduitis, villous edema, deposits, villous necrosis, dystrophic calcification, thrombosis and stem vessel obliteration. In infected placentas we noted increase of cells (CD8+ and CD163+) and pro- (IFN-γ and TNF-α) and anti-inflammatory (TGF-β and IL-10) cytokines compared to control placentas. Moreover, CHIKV antigen was detected in decidual cell, trophoblastic cells, stroma villi, Hofbauer cells, and endothelial cells. In conclusion, CHIKV infection seems to disrupt placental homeostasis leading to histopathological alterations in addition to increase in cellularity and cytokines overproduction, evidencing an altered and harmful environment to the pregnant woman and fetus.
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- 2022
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24. Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox
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Roland Zahn, João Ricardo Sato, Ivanei E. Bramati, Jorge Moll, Patricia Bado, Fernando Fernandes Paiva, Rodrigo Basilio, Fernanda Tovar-Moll, and Griselda J. Garrido
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Adult ,Male ,Support Vector Machine ,Time Factors ,Brain activity and meditation ,Interface (computing) ,Emotions ,lcsh:Medicine ,Electroencephalography ,Motor Activity ,Bioinformatics ,Machine learning ,computer.software_genre ,Brain mapping ,050105 experimental psychology ,03 medical and health sciences ,User-Computer Interface ,0302 clinical medicine ,medicine ,Computer Graphics ,Image Processing, Computer-Assisted ,Humans ,0501 psychology and cognitive sciences ,lcsh:Science ,Brain–computer interface ,Physics ,Brain Mapping ,Multidisciplinary ,medicine.diagnostic_test ,business.industry ,05 social sciences ,lcsh:R ,CÉREBRO ,Middle Aged ,Neurofeedback ,Magnetic Resonance Imaging ,Brain-Computer Interfaces ,Pattern recognition (psychology) ,Multivariate Analysis ,lcsh:Q ,Female ,Artificial intelligence ,Functional magnetic resonance imaging ,business ,computer ,030217 neurology & neurosurgery ,Research Article - Abstract
The demonstration that humans can learn to modulate their own brain activity based on feedback of neurophysiological signals opened up exciting opportunities for fundamental and applied neuroscience. Although EEG-based neurofeedback has been long employed both in experimental and clinical investigation, functional MRI (fMRI)-based neurofeedback emerged as a promising method, given its superior spatial resolution and ability to gauge deep cortical and subcortical brain regions. In combination with improved computational approaches, such as pattern recognition analysis (e.g., Support Vector Machines, SVM), fMRI neurofeedback and brain decoding represent key innovations in the field of neuromodulation and functional plasticity. Expansion in this field and its applications critically depend on the existence of freely available, integrated and user-friendly tools for the neuroimaging research community. Here, we introduce FRIEND, a graphic-oriented user-friendly interface package for fMRI neurofeedback and real-time multivoxel pattern decoding. The package integrates routines for image preprocessing in real-time, ROI-based feedback (single-ROI BOLD level and functional connectivity) and brain decoding-based feedback using SVM. FRIEND delivers an intuitive graphic interface with flexible processing pipelines involving optimized procedures embedding widely validated packages, such as FSL and libSVM. In addition, a user-defined visual neurofeedback module allows users to easily design and run fMRI neurofeedback experiments using ROI-based or multivariate classification approaches. FRIEND is open-source and free for non-commercial use. Processing tutorials and extensive documentation are available.
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- 2013
25. Identification of psychopathic individuals using pattern classification of MRI images
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Carlos Eduardo Thomaz, Jorge Moll, Rodrigo Basilio, Edson Amaro, Robert D. Hare, João Ricardo Sato, Ivanei E. Bramati, Fernanda Tovar-Moll, and Ricardo de Oliveira-Souza
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Adult ,Male ,Support Vector Machine ,Social Psychology ,media_common.quotation_subject ,Psychopathy ,Development ,DIAGNÓSTICO POR IMAGEM ,Developmental psychology ,Behavioral Neuroscience ,Neuroimaging ,Image Interpretation, Computer-Assisted ,medicine ,Personality ,Humans ,Genetic testing ,media_common ,Brain Mapping ,medicine.diagnostic_test ,Brain ,Magnetic resonance imaging ,Voxel-based morphometry ,Antisocial Personality Disorder ,medicine.disease ,Magnetic Resonance Imaging ,Support vector machine ,Harm ,Female ,Psychology ,Cognitive psychology - Abstract
Psychopathy is a disorder of personality characterized by severe impairments of social conduct, emotional experience, and interpersonal behavior. Psychopaths consistently violate social norms and bring considerable financial, emotional, or physical harm to others and to society as a whole. Recent developments in analysis methods of magnetic resonance imaging (MRI), such as voxel-based-morphometry (VBM), have become major tools to understand the anatomical correlates of this disorder. Nevertheless, the identification of psychopathy by neuroimaging or other neurobiological tools (e.g., genetic testing) remains elusive.The main aim of this study was to develop an approach to distinguish psychopaths from healthy controls, based on the integration between pattern recognition methods and gray matter quantification. We employed support vector machines (SVM) and maximum uncertainty linear discrimination analysis (MLDA), with a feature-selection algorithm. Imaging data from 15 healthy controls and 15 psychopathic individuals (7 women in each group) were analyzed with SPM2 and the optimized VBM preprocessing routines. Participants were scanned with a 1.5 Tesla MRI system. Both SVM and MLDA achieved an overall leave-one-out accuracy of 80%, but SVM mapping was sparser than using MLDA. The superior temporal sulcus/gyrus (bilaterally) was identified as a region containing the most relevant information to separate the two groups.These results indicate that gray matter quantitative measures contain robust information to predict high psychopathy scores in individual subjects. The methods employed herein might prove useful as an adjunct to the established clinical and neuropsychological measures in patient screening and diagnostic accuracy.
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- 2011
26. Cytokines and inflammatory mediators: Markers involved in interstitial damage to the pancreas in two dengue fever cases associated with acute pancreatitis.
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Felipe de Andrade Vieira Alves, Lucca de Lima S Oliveira, Natália Gedeão Salomão, David William Provance, Carlos Alberto Basilio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Leandro Junqueira Moragas, Jorge José de Carvalho, Ronaldo Mohana-Borges, Kíssila Rabelo, and Marciano Viana Paes
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Medicine ,Science - Abstract
Dengue viral (DENV) infections can lead to acute pancreatitis and associated tissue damage. This study examined the pancreas from two fatal cases of DENV for histopathological changes as well as for the detection of cytokines, and other inflammatory mediators. Tissue sections were prepared for examination by ultrastructural and histopathological techniques. Sections from the pancreas of non-infected individuals were prepared in parallel as a control. The presence of viral replication in macrophages was detected by co-staining for the proteins NS3 and CD68 by immunofluorescence. Immunohistochemistry was used to detect cells that expressed cytokines and inflammatory mediators to characterize the inflammatory response. Edema, acinar necrosis and fibrosis areas associated with a mononuclear infiltrate were found in infected tissues. The major site of virus replication appeared to be macrophages based on their exclusive presentation of the viral protein NS3. Pancreatic tissues from the infected individuals also displayed increased levels of high mobility group box-1, caspase-3, gelatinase B and tumor necrosis factor alpha compared to controls. The presence of virus replicating macrophages in the pancreas was associated with multiple changes in tissue structure that included elevated levels of cytokines and inflammatory markers that may differentiate acute pancreatitis due to DENV infections from other causes.
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- 2022
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27. Learning Logic Programs with Neural Networks
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Valmir C. Barbosa, Gerson Zaverucha, and Rodrigo Basilio
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Knowledge base ,Artificial neural network ,Inductive logic programming ,business.industry ,Cascade ,Generalization ,Open problem ,Choice function ,Artificial intelligence ,Extension (predicate logic) ,business ,Mathematics - Abstract
First-order theory refinement using neural networks is still an open problem. Towards a solution to this problem, we use inductive logic programming techniques to introduce FOCA, a First-Order extension of the Cascade ARTMAP system. To present such a first-order extension of Cascade ARTMAP, we: a) modify the network structure to handle first-order objects; b) define first-order versions of the main functions that guide all Cascade ARTMAP dynamics, the choice and match functions; c) define a first-order version of the propositional learning algorithm to approximate Plotkin's least general generalization. Preliminary results indicate that our initial goal of learning logic programs using neural networks can be achieved.
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- 2001
28. Immunopathology of Renal Tissue in Fatal Cases of Dengue in Children
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Lucca de Lima Siqueira Oliveira, Felipe de Andrade Vieira Alves, Kíssila Rabelo, Leandro Junqueira Moragas, Ronaldo Mohana-Borges, Jorge José de Carvalho, Carlos Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Fernando Colonna Rosman, Natália Gedeão Salomão, and Marciano Viana Paes
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dengue virus ,kidney ,histopathology ,biomarkers ,inflammatory mediators ,Medicine - Abstract
Dengue virus (DENV) infection represents a worldwide public health concern and can cause damage to multiple organs, including the kidney. In this work, we investigated the histopathological changes caused by dengue virus infection along with the detection of inflammatory mediators, cytokines, and cell expression patterns in the renal tissue of three fatal cases in children. Hematoxylin and Eosin staining was performed to analyze these histopathological changes. Immunohistochemistry allowed for the detection of immunological inflammatory markers in renal tissues that were quantified and further analyzed. Vascular congestion, edema and glomerular infiltrate were observed in the three cases, in addition to the thickening of the matrix area around the glomerular capillaries and mononuclear infiltrate associated with vascular congestion in the medullary region. The renal tissues exhibited collagen deposition and high expression of CD68+ Mø, CD8+ T, CD56+ cells and MMP-9, and the cytokine profile was mainly characterized by the expression of IFN-γ and TNF-α. Additionally, the expression of RANTES, VEGFR-2 and VCAM-1 were observed. The replication of DENV was evidenced by the detection of the NS3 protein. These results contributed to clarifying the main factors that may be involved in changes in the renal tissue of fatal cases of dengue in children.
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- 2022
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29. Entre o trauma e o tabu: o não-lugar da memória da luta armada na transição pactuada brasileira - análise dos testemunhos de presos políticos da ditadura militar
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Souza, Rodrigo Basilio Pereira de, primary
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30. Placental Alterations in a Chikungunya-Virus-Infected Pregnant Woman: A Case Report
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Natália Salomão, Luciana Araújo, Kíssila Rabelo, Elyzabeth Avvad-Portari, Luiz de Souza, Regina Fernandes, Nathália Valle, Luiz Ferreira, Carlos Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Thiara de Souza, Priscila Nunes, Jorge Carvalho, Flavia dos Santos, and Marciano Paes
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chikungunya ,placenta ,histopathology ,immunohistochemistry ,electron microscopy ,Biology (General) ,QH301-705.5 - Abstract
Chikungunya virus (CHIKV) is an arthropod-borne virus first isolated in Tanzania, Africa. The virus has spread to Asia as well as South and Central America through infected Aedes mosquitoes. Vertical transmission may also occur, and was first documented during a chikungunya outbreak in La Réunion Island in 2005. Since then, some authors have been discussing the role of the placenta in maternal–fetal CHIKV transmission. CHIKV infection is characterized by fever, headache, rash, and arthralgia. However, atypical manifestations and clinical complications, including neurological, cardiac, renal, ocular, and dermal, may occur in some cases. In this report, we describe the case of a pregnant woman infected by CHIKV during the third trimester of gestation, who presented with severe dermatological manifestations during the epidemic in Rio de Janeiro, Brazil in 2019. CHIKV RNA and antigens were detected in the placental tissue, which presented with histopathological (deciduitis, fibrin deposition, edema, fetal vessel thickening, and chorioamnionitis) and ultrastructural alterations (cytotrophoblast with mitochondrial swelling and dilated cisterns in endoplasmic reticulum, vesicles in syncytiotrophoblasts, and thickening of the basement membrane of the endothelium).
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- 2022
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31. Zika Induces Human Placental Damage and Inflammation
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Kíssila Rabelo, Luiz José de Souza, Natália Gedeão Salomão, Lara Nascentes Machado, Priscila Gomes Pereira, Elyzabeth Avvad Portari, Rodrigo Basílio-de-Oliveira, Flávia Barreto dos Santos, Laura Dias Neves, Luciana Faes Morgade, David William Provance, Luiza Mendonça Higa, Amilcar Tanuri, Jorge José de Carvalho, and Marciano Viana Paes
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immune response ,histopathology ,ultrastructure ,cytokines ,flavivirus ,Immunologic diseases. Allergy ,RC581-607 - Abstract
In Brazil, an epidemic of Zika virus (ZIKV) infections was declared in 2015 that coincided with alarming reports of microcephaly in newborns associated with mother infection. Although the virus has placental tropism, changes in the tissue morphology and immunity of infected patients have not yet been elucidated. Here, we investigated the histopathological and ultrastructural changes along with the immunological profile and the BDNF expression in rare placental material. Tissues were obtained in the 2015–2016 Brazilian epidemic, of ten ZIKV-infected patients during pregnancy, five resulting in cases of fetal microcephaly and five non-microcephaly, compared to five non-infected control placentae. Viral antigens were only detected in samples from the ZIKV infected patients. Infected placentae presented histopathological severe damage, while the ultrastructural evaluation showed abnormal organelles, such as clusters of virus-like particles consistent with the ZIKV dimensions. Increased infiltration of CD68+ and TCD8+ cells, expression of MMPs, cytokines (IFN-γ and TNF-α) and other immunological mediators (RANTES/CCL5 and VEGFR-2) confirmed excessive inflammation and vascular permeability dysfunction. An evaluation of BDNF showed a decrease that could modulate neuronal damage in the developing fetus. The placental changes caused by ZIKV are not pathognomonic, however, the data provide evidence that this infection leads to severe placental injury.
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- 2020
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32. Fatal Dengue Cases Reveal Brain Injury and Viral Replication in Brain-Resident Cells Associated with the Local Production of Pro-Inflammatory Mediators
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Natália Salomão, Kíssila Rabelo, Carlos Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Luiz Geraldo, Flávia Lima, Flávia dos Santos, Gerard Nuovo, Edson R. A. Oliveira, and Marciano Paes
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dengue ,human fatal cases ,neuropathogenesis ,inflammation ,central nervous system ,Microbiology ,QR1-502 - Abstract
Dengue is an arboviral disease caused by dengue virus (DENV), which is transmitted to humans by Aedes aegypti mosquitoes. Infection by DENV most commonly results in a mild flu-like illness; however, the disease has been increasingly associated with neurological symptomatology. This association draws attention to further investigations on the impact of DENV infection in the host’s central nervous system. Here, we analyzed brain samples of three fatal dengue cases that occurred in 2002 during an outbreak in Rio de Janeiro, Brazil. Brain tissues of these cases were marked by histopathological alterations, such as degenerated neurons, demyelination, hemorrhage, edema, and increased numbers of astrocytes and microglial cells. Samples were also characterized by lymphocytic infiltrates mainly composed of CD8 T cells. DENV replication was evidenced in neurons, microglia and endothelial cells through immunohistochemistry and in situ hybridization techniques. Pro-inflammatory cytokines, such as TNF-α and IFN-γ were detected in microglia, while endothelial cells were marked by the expression of RANTES/CCL5. Cytoplasmic HMGB1 and the production of nitric oxide were also found in neurons and microglial cells. This work highlights the possible participation of several local pro-inflammatory mediators in the establishment of dengue neuropathogenesis.
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- 2020
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33. Emotion Regulation Using Virtual Environments and Real-Time fMRI Neurofeedback
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Valentina Lorenzetti, Bruno Melo, Rodrigo Basílio, Chao Suo, Murat Yücel, Carlos J. Tierra-Criollo, and Jorge Moll
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fMRI ,emotion regulation ,neurofeedback ,BCI ,region of interest ,support vector machine ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Neurofeedback (NFB) enables the voluntary regulation of brain activity, with promising applications to enhance and recover emotion and cognitive processes, and their underlying neurobiology. It remains unclear whether NFB can be used to aid and sustain complex emotions, with ecological validity implications. We provide a technical proof of concept of a novel real-time functional magnetic resonance imaging (rtfMRI) NFB procedure. Using rtfMRI-NFB, we enabled participants to voluntarily enhance their own neural activity while they experienced complex emotions. The rtfMRI-NFB software (FRIEND Engine) was adapted to provide a virtual environment as brain computer interface (BCI) and musical excerpts to induce two emotions (tenderness and anguish), aided by participants' preferred personalized strategies to maximize the intensity of these emotions. Eight participants from two experimental sites performed rtfMRI-NFB on two consecutive days in a counterbalanced design. On one day, rtfMRI-NFB was delivered to participants using a region of interest (ROI) method, while on the other day using a support vector machine (SVM) classifier. Our multimodal VR/NFB approach was technically feasible and robust as a method for real-time measurement of the neural correlates of complex emotional states and their voluntary modulation. Guided by the color changes of the virtual environment BCI during rtfMRI-NFB, participants successfully increased in real time, the activity of the septo-hypothalamic area and the amygdala during the ROI based rtfMRI-NFB, and successfully evoked distributed patterns of brain activity classified as tenderness and anguish during SVM-based rtfMRI-NFB. Offline fMRI analyses confirmed that during tenderness rtfMRI-NFB conditions, participants recruited the septo-hypothalamic area and other regions ascribed to social affiliative emotions (medial frontal / temporal pole and precuneus). During anguish rtfMRI-NFB conditions, participants recruited the amygdala and other dorsolateral prefrontal and additional regions associated with negative affect. These findings were robust and were demonstrable at the individual subject level, and were reflected in self-reported emotion intensity during rtfMRI-NFB, being observed with both ROI and SVM methods and across the two sites. Our multimodal VR/rtfMRI-NFB protocol provides an engaging tool for brain-based interventions to enhance emotional states in healthy subjects and may find applications in clinical conditions associated with anxiety, stress and impaired empathy among others.
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- 2018
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34. Placental Inflammation and Fetal Injury in a Rare Zika Case Associated With Guillain-Barré Syndrome and Abortion
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Kíssila Rabelo, Luiz J. Souza, Natália G. Salomão, Edson R. A. Oliveira, Lynna de Paula Sentinelli, Marcelle S. Lacerda, Pedro B. Saraquino, Fernando C. Rosman, Rodrigo Basílio-de-Oliveira, Jorge J. Carvalho, and Marciano V. Paes
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Zika virus ,immune response ,Guillain-Barré syndrome ,fetal infection ,histopathology ,Microbiology ,QR1-502 - Abstract
Zika virus (ZIKV) is an emerging virus involved in recent outbreaks in Brazil. The association between the virus and Guillain-Barré syndrome (GBS) or congenital disorders has raised a worldwide concern. In this work, we investigated a rare Zika case, which was associated with GBS and spontaneous retained abortion. Using specific anti-ZIKV staining, the virus was identified in placenta (mainly in Hofbauer cells) and in several fetal tissues, such as brain, lungs, kidneys, skin and liver. Histological analyses of the placenta and fetal organs revealed different types of tissue abnormalities, which included inflammation, hemorrhage, edema and necrosis in placenta, as well as tissue disorganization in the fetus. Increased cellularity (Hofbauer cells and TCD8+ lymphocytes), expression of local pro-inflammatory cytokines such as IFN-γ and TNF-α, and other markers, such as RANTES/CCL5 and VEGFR2, supported placental inflammation and dysfunction. The commitment of the maternal-fetal link in association with fetal damage gave rise to a discussion regarding the influence of the maternal immunity toward the fetal development. Findings presented in this work may help understanding the ZIKV immunopathogenesis under the rare contexts of spontaneous abortions in association with GBS.
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- 2018
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35. Renal Injury in DENV-4 Fatal Cases: Viremia, Immune Response and Cytokine Profile
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Priscila Conrado Guerra Nunes, Lilimar da Silveira Rioja, Janice Mery Chicarino de Oliveira Coelho, Natália Gedeão Salomão, Kíssila Rabelo, Carollina Ceia José, Francisco das Chagas de Carvalho Rodrigues, Elzinandes Leal de Azeredo, Carlos Alberto Basílio-de-Oliveira, Rodrigo Basílio-de-Oliveira, Rita Maria Ribeiro Nogueira, Juan Camilo Sánchez-Arcila, Flávia Barreto dos Santos, and Marciano Viana Paes
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dengue 4 ,fatal case ,viremia ,histopathology ,cytokines ,inflammatory mediators ,Medicine - Abstract
Dengue virus (DENV) infections may result in asymptomatic cases or evolve into a severe disease, which involves multiple organ failure. Renal involvement in dengue can be potentially related to an increased mortality. Aiming to better understand the role of DENV in renal injury observed in human fatal cases, post-mortem investigations were performed in four DENV-4 renal autopsies during dengue epidemics in Brazil. Tissues were submitted to histopathology, immunohistochemistry, viral quantification, and characterization of cytokines and inflammatory mediators. Probably due the high viral load, several lesions were observed in the renal tissue, such as diffuse mononuclear infiltration around the glomerulus in the cortical region and in the medullary vessels, hyalinosis arteriolar, lymphocytic infiltrate, increased capsular fibrosis, proximal convoluted tubule (PCT) damage, edema, PCT debris formation, and thickening of the basal vessel membrane. These changes were associated with DENV-4 infection, as confirmed by the presence of DENV-specific NS3 protein, indicative of viral replication. The exacerbated presence of mononuclear cells at several renal tissue sites culminated in the secretion of proinflammatory cytokines and chemokines. Moreover, it can be suggested that the renal tissue injury observed here may have been due to the combination of both high viral load and exacerbated host immune response.
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- 2019
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36. A Stillborn Multiple Organs’ Investigation from a Maternal DENV-4 Infection: Histopathological and Inflammatory Mediators Characterization
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Priscila Nunes, Rita Nogueira, Janice Coelho, Francisco Rodrigues, Natália Salomão, Carollina José, Jorge de Carvalho, Kíssila Rabelo, Elzinandes de Azeredo, Rodrigo Basílio-de-Oliveira, Carlos Basílio-de-Oliveira, Flávia dos Santos, and Marciano Paes
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dengue 4 ,pregnancy ,fetal death ,cytokines ,inflammatory mediators ,Microbiology ,QR1-502 - Abstract
Dengue virus (DENV) is an emerging virus involved in outbreaks in Brazil. The association between the virus and vertical transmission, with disorders in the placenta, has raised a worldwide concern. On the 29th gestational week, a pregnant woman presented severe complications due to a DENV infection leading to maternal and fetus death. Postmortem analysis of fetal organs demonstrated the presence of DENV using reverse transcriptase polymerase chain reaction (RT-PCR) in the fetal brain and DENV non-structural protein 3 (NS3) staining in placenta and several peripheral fetal tissues, such as the brain, liver, lungs, and spleen. Histological analysis of the placenta and fetal organs revealed different types of tissue abnormalities, which included inflammation, hemorrhage, edema, and necrosis in placenta and tissue disorganization in the fetus, such as spongiform parenchyma, microglial inflammation, steatosis, hyalinose arteriolar, inflammatory cells in the alveolar septa, and disorganization of the lymphoid follicle. Increased cellularity (macrophage, Hofbauer cells and TCD8+ lymphocytes) and up-regulation of inflammatory mediators such as IFN-γ, TNF-α, RANTES/CCL5, MCP1/CCL2, and VEGF/R2 were detected in the liver, lung, spleen, brain, and placenta, supporting placental and fetus peripheral tissues inflammation. Maternal infection leading to the production of those vascular mediators may alter the vascular permeability, facilitating the virus entry and tissue and barrier dysfunction.
- Published
- 2019
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37. Doses e fontes de nitrogênio em pastagem de capim-marandu: II - nutrição nitrogenada da planta Nitrogen doses and sources in marandu pastures: II - plant nitrogen nutrition
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Kátia Aparecida de Pinho Costa, Valdemar Faquin, Itamar Pereira de Oliveira, Josinaldo Lopes Araújo, and Rodrigo Basílio Rodrigues
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clorofilômetro ,Brachiaria brizantha ,estado nutricional ,SPAD ,chlorophyll meter ,nutritional state ,nitrogen ,Agriculture (General) ,S1-972 - Abstract
A adubação nitrogenada influencia positivamente no aspecto nutricional das gramíneas forrageiras, a ponto de resultar na recuperação adequada de pastagem. Objetivou-se com este estudo, avaliar a nutrição do capim-marandu, submetido a doses e fontes de N, pela determinação indireta de clorofila e pela concentração de N total, bem como a relação entre eles e os teores de N inorgânico (N-NH4+ e N-NO3-) nas folhas das plantas por um período de três anos. O experimento foi realizado de julho de 2003 a março de 2006, na Fazenda Modelo da UEG, numa área de 882 m², com pastagem estabelecida há mais de dez anos, com baixa produção de forragem. O delineamento experimental utilizado foi em blocos casualizados, com parcelas subdivididas no tempo, com três repetições. Foi utilizado o esquema fatorial 2 x 4, sendo duas fontes de N (sulfato de amônio e uréia) e quatro doses de N (0, 100, 200 e 300 kg ha-1 ano-1). Em cada um dos anos, foram realizados três cortes para avaliação da planta forrageira. Os teores de clorofila aumentaram com as doses de N e anos de avaliação da pastagem. A maior concentração de N foi encontrada na maior dose de N aplicada na forma de sulfato de amônio. Verificou-se uma relação direta entre os teores de clorofila e as concentrações de N nas folhas recém-expandidas de capim-marandu. O N inorgânico (N-NH4+ e N-NO3-) representou pequena fração do N total das folhas de capim-marandu.Nitrogen fertilization positively influences nutritional aspects in grass and can result in largely recovered pastures. The research objective was to study the nutrition of marandu grass treated with nitrogen doses and sources, by methods of indirect determination of chlorophyll (SPAD) and total nitrogen concentration and the relation between them and inorganic nitrogen contents (N-NH4+ and N-NO3-) in plant leaves. The experiment was carried out from July of 2003 to March of 2006 on a model farm of the Universidade Estadual de Goiás, in an area of 882 m². The pasture had been used for more than ten years and the herbage yield was low and considered moderately degraded. A split-plot with three replications was used. The experiment had a complete randomized block, 2 x 4 factorial design, with two nitrogen sources (ammonium sulfate and urea) and four nitrogen doses (0, 100, 200, and 300 kg ha-1 yr-1 ). In each year, marandu grass was cut and evaluated three times. Chlorophyll contents increased owing to the nitrogen doses and over the years. Nitrogen concentration was highest after the application of highest nitrogen doses in form of ammonium sulfate. The chlorophyll content and leaf nitrogen concentration in newly expanded leaves of marandu grass were directly related. Mineral nitrogen concentration (N-NH4+ and N-NO3-) represented little total nitrogen fraction of forage lives. Chlorophyll meter can be used for evaluation of nutritional state of marandu grass to know nitrogen absorption. The inorganic nitrogen concentration (N-NH4+ and N-NO3-) represented a small fraction of total nitrogen in the forage leaves.
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- 2008
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