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1.
Behav Brain Funct ; 20(1): 15, 2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38902791

RESUMO

BACKGROUND: The Default Mode Network (DMN) is a central neural network, with recent evidence indicating that it is composed of functionally distinct sub-networks. Methylphenidate (MPH) administration has been shown before to modulate impulsive behavior, though it is not yet clear whether these effects relate to MPH-induced changes in DMN connectivity. To address this gap, we assessed the impact of MPH administration on functional connectivity patterns within and between distinct DMN sub-networks and tested putative relations to variability in sub-scales of impulsivity. METHODS: Fifty-five right-handed healthy adults underwent two resting-state functional MRI (rs-fMRI) scans, following acute administration of either MPH (20 mg) or placebo, via a randomized double-blind placebo-controlled design. Graph modularity analysis was implemented to fractionate the DMN into distinct sub-networks based on the impact of MPH (vs. placebo) on DMN connectivity patterns with other neural networks. RESULTS: MPH administration led to an overall decreased DMN connectivity, particularly with the auditory, cinguloopercular, and somatomotor networks, and increased connectivity with the parietomedial network. Graph analysis revealed that the DMN could be fractionated into two distinct sub-networks, with one exhibiting MPH-induced increased connectivity and the other decreased connectivity. Decreased connectivity of the DMN sub-network with the cinguloopercular network following MPH administration was associated with elevated impulsivity and non-planning impulsiveness. CONCLUSION: Current findings highlight the intricate effects of MPH administration on DMN rs-fMRI connectivity, uncovering its opposing impact on distinct DMN sub-divisions. MPH-induced dynamics in DMN connectivity patterns with other neural networks may account for some of the effects of MPH administration on impulsive behavior.


Assuntos
Estimulantes do Sistema Nervoso Central , Rede de Modo Padrão , Imageamento por Ressonância Magnética , Metilfenidato , Rede Nervosa , Humanos , Metilfenidato/farmacologia , Metilfenidato/administração & dosagem , Adulto , Masculino , Imageamento por Ressonância Magnética/métodos , Feminino , Estimulantes do Sistema Nervoso Central/farmacologia , Estimulantes do Sistema Nervoso Central/administração & dosagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Adulto Jovem , Método Duplo-Cego , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiologia , Comportamento Impulsivo/efeitos dos fármacos , Conectoma/métodos , Encéfalo/efeitos dos fármacos , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia
2.
Neuroimage ; 231: 117841, 2021 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-33577934

RESUMO

In recent years, specific cortical networks have been proposed to be crucial for sustaining consciousness, including the posterior hot zone and frontoparietal resting state networks (RSN). Here, we computationally evaluate the relative contributions of three RSNs - the default mode network (DMN), the salience network (SAL), and the central executive network (CEN) - to consciousness and its loss during propofol anaesthesia. Specifically, we use dynamic causal modelling (DCM) of 10 min of high-density EEG recordings (N = 10, 4 males) obtained during behavioural responsiveness, unconsciousness and post-anaesthetic recovery to characterise differences in effective connectivity within frontal areas, the posterior 'hot zone', frontoparietal connections, and between-RSN connections. We estimate - for the first time - a large DCM model (LAR) of resting EEG, combining the three RSNs into a rich club of interconnectivity. Consistent with the hot zone theory, our findings demonstrate reductions in inter-RSN connectivity in the parietal cortex. Within the DMN itself, the strongest reductions are in feed-forward frontoparietal and parietal connections at the precuneus node. Within the SAL and CEN, loss of consciousness generates small increases in bidirectional connectivity. Using novel DCM leave-one-out cross-validation, we show that the most consistent out-of-sample predictions of the state of consciousness come from a key set of frontoparietal connections. This finding also generalises to unseen data collected during post-anaesthetic recovery. Our findings provide new, computational evidence for the importance of the posterior hot zone in explaining the loss of consciousness, highlighting also the distinct role of frontoparietal connectivity in underpinning conscious responsiveness, and consequently, suggest a dissociation between the mechanisms most prominently associated with explaining the contrast between conscious awareness and unconsciousness, and those maintaining consciousness.


Assuntos
Anestésicos/administração & dosagem , Rede de Modo Padrão/fisiologia , Lobo Frontal/fisiologia , Redes Neurais de Computação , Lobo Parietal/fisiologia , Inconsciência/fisiopatologia , Estado de Consciência/efeitos dos fármacos , Estado de Consciência/fisiologia , Rede de Modo Padrão/efeitos dos fármacos , Eletroencefalografia/efeitos dos fármacos , Eletroencefalografia/métodos , Feminino , Lobo Frontal/efeitos dos fármacos , Humanos , Masculino , Lobo Parietal/efeitos dos fármacos , Propofol/administração & dosagem , Inconsciência/induzido quimicamente , Adulto Jovem
3.
Neuroimage ; 225: 117456, 2021 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-33069863

RESUMO

Hallucinogenic agents have been proposed as potent antidepressants; this includes the serotonin (5-HT) receptor 2A agonist psilocybin. In human subjects, psilocybin alters functional connectivity (FC) within the default-mode network (DMN), a constellation of inter-connected regions that displays altered FC in depressive disorders. In this study, we investigated the effects of psilocybin on FC across the entire brain with a view to investigate underlying mechanisms. Psilocybin effects were investigated in lightly-anaesthetized mice using resting-state fMRI. Dual-regression analysis identified reduced FC within the ventral striatum in psilocybin- relative to vehicle-treated mice. Refinement of the analysis using spatial references derived from both gene expression maps and viral tracer projection fields revealed two distinct effects of psilocybin: it increased FC between 5-HT-associated networks and cortical areas, including elements of the murine DMN, thalamus, and midbrain; it decreased FC within dopamine (DA)-associated striatal networks. These results suggest that interactions between 5-HT- and DA-regulated neural networks contribute to the neural and therefore psychological effects of psilocybin. Furthermore, they highlight how information on molecular expression patterns and structural connectivity can assist in the interpretation of pharmaco-fMRI findings.


Assuntos
Encéfalo/efeitos dos fármacos , Rede de Modo Padrão/efeitos dos fármacos , Psilocibina/farmacologia , Agonistas do Receptor 5-HT2 de Serotonina/farmacologia , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Corpo Estriado/diagnóstico por imagem , Corpo Estriado/efeitos dos fármacos , Corpo Estriado/metabolismo , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/metabolismo , Dopamina/metabolismo , Neuroimagem Funcional , Imageamento por Ressonância Magnética , Mesencéfalo/diagnóstico por imagem , Mesencéfalo/efeitos dos fármacos , Mesencéfalo/metabolismo , Camundongos , Vias Neurais/diagnóstico por imagem , Vias Neurais/efeitos dos fármacos , Vias Neurais/metabolismo , Descanso , Serotonina/metabolismo , Tálamo/diagnóstico por imagem , Tálamo/efeitos dos fármacos , Tálamo/metabolismo
4.
Hum Brain Mapp ; 42(9): 2802-2822, 2021 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-33738899

RESUMO

The dynamic interplay of integration and segregation in the brain is at the core of leading theoretical accounts of consciousness. The human brain dynamically alternates between a sub-state where integration predominates, and a predominantly segregated sub-state, with different roles in supporting cognition and behaviour. Here, we combine graph theory and dynamic functional connectivity to compare resting-state functional MRI data from healthy volunteers before, during, and after loss of responsiveness induced with different concentrations of the inhalational anaesthetic, sevoflurane. We show that dynamic states characterised by high brain integration are especially vulnerable to general anaesthesia, exhibiting attenuated complexity and diminished small-world character. Crucially, these effects are reversed upon recovery, demonstrating their association with consciousness. Higher doses of sevoflurane (3% vol and burst-suppression) also compromise the temporal balance of integration and segregation in the human brain. Additionally, we demonstrate that reduced anticorrelations between the brain's default mode and executive control networks dynamically reconfigure depending on the brain's state of integration or segregation. Taken together, our results demonstrate that the integrated sub-state of brain connectivity is especially vulnerable to anaesthesia, in terms of both its complexity and information capacity, whose breakdown represents a generalisable biomarker of loss of consciousness and its recovery.


Assuntos
Anestesia , Anestésicos Inalatórios/farmacologia , Encéfalo/efeitos dos fármacos , Conectoma , Estado de Consciência/efeitos dos fármacos , Rede de Modo Padrão/efeitos dos fármacos , Rede Nervosa/efeitos dos fármacos , Sevoflurano/farmacologia , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Estado de Consciência/fisiologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/fisiologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiologia , Adulto Jovem
5.
Hum Brain Mapp ; 42(8): 2593-2605, 2021 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-33638263

RESUMO

Previous neuroimaging studies have revealed abnormal functional connectivity of brain networks in patients with major depressive disorder (MDD), but findings have been inconsistent. A recent big-data study found abnormal intrinsic functional connectivity within the default mode network in patients with recurrent MDD but not in first-episode drug-naïve patients with MDD. This study also provided evidence for reduced default mode network functional connectivity in medicated MDD patients, raising the question of whether previously observed abnormalities may be attributable to antidepressant effects. The present study (ClinicalTrials.gov identifier: NCT03294525) aimed to disentangle the effects of antidepressant treatment from the pathophysiology of MDD and test the medication normalization hypothesis. Forty-one first-episode drug-naïve MDD patients were administrated antidepressant medication (escitalopram or duloxetine) for 8 weeks, with resting-state functional connectivity compared between posttreatment and baseline. To assess the replicability of the big-data finding, we also conducted a cross-sectional comparison of resting-state functional connectivity between the MDD patients and 92 matched healthy controls. Both Network-Based Statistic analyses and large-scale network analyses revealed intrinsic functional connectivity decreases in extensive brain networks after treatment, indicating considerable antidepressant effects. Neither Network-Based Statistic analyses nor large-scale network analyses detected significant functional connectivity differences between treatment-naïve patients and healthy controls. In short, antidepressant effects are widespread across most brain networks and need to be accounted for when considering functional connectivity abnormalities in MDD.


Assuntos
Antidepressivos/farmacologia , Córtex Cerebral , Conectoma , Rede de Modo Padrão , Transtorno Depressivo Maior , Rede Nervosa , Adulto , Antidepressivos/administração & dosagem , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/efeitos dos fármacos , Córtex Cerebral/fisiopatologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/fisiopatologia , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/fisiopatologia , Cloridrato de Duloxetina/farmacologia , Escitalopram/farmacologia , Feminino , Seguimentos , Humanos , Imageamento por Ressonância Magnética , Masculino , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/fisiopatologia , Resultado do Tratamento , Adulto Jovem
6.
Hum Brain Mapp ; 42(17): 5736-5746, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34510640

RESUMO

Dopamine-replacing therapies are an effective treatment for the motor aspects of Parkinson's disease. However, its precise effect over the cognitive resting-state networks is not clear; whether dopaminergic treatment normalizes their functional connectivity-as in other networks- and the links with cognitive decline are presently unknown. We recruited 35 nondemented PD patients and 16 age-matched controls. Clinical and neuropsychological assessments were performed at baseline, and conversion to dementia was assessed in a 10 year follow-up. Structural and functional brain imaging were acquired in both the ON and practical OFF conditions. We assessed functional connectivity in both medication states compared to healthy controls, connectivity differences within participants related to the ON/OFF condition, and baseline connectivity of PD participants that converted to dementia compared to those who did not convert. PD participants showed and increased frontoparietal connectivity compared to controls: a pattern of higher connectivity between salience (SN) and default-mode (DMN) networks both in the ON and OFF states. Within PD patients, this higher SN-DMN connectivity characterized the participants in the ON state, while within-DMN connectivity prevailed in the OFF state. Interestingly, participants who converted to dementia also showed higher SN-DMN connectivity in their baseline ON scans compared to nonconverters. To conclude, PD patients showed higher frontoparietal connectivity in cognitive networks compared to healthy controls, irrespective of medication status, but dopaminergic treatment specifically promoted SN-DM hyperconnectivity.


Assuntos
Córtex Cerebral/fisiopatologia , Disfunção Cognitiva/fisiopatologia , Conectoma , Rede de Modo Padrão/fisiopatologia , Demência/fisiopatologia , Dopaminérgicos/farmacologia , Rede Nervosa/fisiopatologia , Doença de Parkinson/fisiopatologia , Idoso , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/efeitos dos fármacos , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/etiologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/efeitos dos fármacos , Demência/diagnóstico por imagem , Demência/etiologia , Feminino , Seguimentos , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/efeitos dos fármacos , Doença de Parkinson/complicações , Doença de Parkinson/diagnóstico por imagem , Doença de Parkinson/tratamento farmacológico
7.
Alcohol Clin Exp Res ; 45(5): 1039-1050, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33742481

RESUMO

BACKGROUND: It is well established that even moderate levels of alcohol affect cognitive functions such as memory, self-related information processing, and response inhibition. Nevertheless, the neural mechanisms underlying these alcohol-induced changes are still unclear, especially on the network level. The default mode network (DMN) plays an important role in memory and self-initiated mental activities; hence, studying functional interactions of the DMN may provide new insights into the neural mechanisms underlying alcohol-related changes. METHODS: We investigated resting-state functional connectivity (rsFC) of the DMN in a cohort of 37 heavy drinkers at a breath alcohol concentration of 0.8 g/kg. Alcohol and saline were infused in a single-blind crossover design. RESULTS: Intranetwork connectivity analyses revealed that participants showed significantly decreased rsFC of the right hippocampus and right middle temporal gyrus during acute alcohol exposure. Moreover, follow-up analyses revealed that these rsFC decreases were more pronounced in participants who reported stronger craving for alcohol. Exploratory internetwork connectivity analyses of the DMN with other resting-state networks showed no significant alcohol-induced changes, but suffered from low statistical power. CONCLUSIONS: Our results indicate that acute alcohol exposure affects rsFC within the DMN. Functionally, this finding may be associated with impairments in memory encoding and self-referential processes commonly observed during alcohol intoxication. Future resting-state functional magnetic resonance imaging studies might therefore also investigate memory function and test whether DMN-related connectivity changes are associated with alcohol-induced impairments or craving.


Assuntos
Alcoolismo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Depressores do Sistema Nervoso Central/farmacologia , Rede de Modo Padrão/efeitos dos fármacos , Etanol/farmacologia , Adulto , Alcoolismo/fisiopatologia , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Fissura/fisiologia , Estudos Cross-Over , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/fisiopatologia , Feminino , Hipocampo/diagnóstico por imagem , Hipocampo/efeitos dos fármacos , Hipocampo/fisiopatologia , Humanos , Masculino , Vias Neurais/diagnóstico por imagem , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiopatologia , Método Simples-Cego , Lobo Temporal/diagnóstico por imagem , Lobo Temporal/efeitos dos fármacos , Lobo Temporal/fisiopatologia
8.
Neuropsychobiology ; 80(1): 12-24, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-32316023

RESUMO

There is no pharmacological treatment to remediate cognitive impairment in schizophrenia (SZ). It is imperative to characterize underlying pathologies of memory processing in order to effectively develop new treatments. In this longitudinal study, we combined functional magnetic resonance imaging during a memory encoding task with proton MR spectroscopy to measure hippocampal glutamate + glutamine (Glx). Seventeen SZ were scanned while unmedicated and after 6 weeks of treatment with risperidone and compared to a group of matched healthy controls (HC) scanned 6 weeks apart. Unmedicated patients showed reduced blood oxygen level dependent (BOLD) response in several regions, including the hippocampus, and greater BOLD response in regions of the default mode network (DMN) during correct memory encoding. Post hoc contrasts from significant group by time interactions indicated reduced hippocampal BOLD response at baseline with subsequent increase following treatment. Hippocampal Glx was not different between groups at baseline, but at week 6, hippocampal Glx was significantly lower in SZ compared to HC. Finally, in unmedicated SZ, higher hippocampal Glx predicted less deactivation of the BOLD response in regions of the DMN. Using 2 brain imaging modalities allowed us to concurrently investigate different mechanisms involved in memory encoding dysfunction in SZ. Hippocampal pathology during memory encoding stems from decreased hippocampal recruitment and faulty deactivation of the DMN, and hippocampal recruitment during encoding can be modulated by antipsychotic treatment. High Glx in unmedicated patients predicted less deactivation of the DMN; these results suggest a mechanism by which faulty DMN deactivation, a hallmark of pathological findings in SZ, is achieved.


Assuntos
Antipsicóticos/farmacologia , Disfunção Cognitiva , Rede de Modo Padrão , Ácido Glutâmico/metabolismo , Glutamina/metabolismo , Hipocampo , Memória/fisiologia , Esquizofrenia , Adulto , Antipsicóticos/administração & dosagem , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/etiologia , Disfunção Cognitiva/metabolismo , Disfunção Cognitiva/fisiopatologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/metabolismo , Rede de Modo Padrão/fisiopatologia , Feminino , Hipocampo/diagnóstico por imagem , Hipocampo/efeitos dos fármacos , Hipocampo/metabolismo , Hipocampo/fisiopatologia , Humanos , Estudos Longitudinais , Imageamento por Ressonância Magnética , Masculino , Memória Episódica , Rememoração Mental/fisiologia , Espectroscopia de Prótons por Ressonância Magnética , Reconhecimento Psicológico/fisiologia , Risperidona/farmacologia , Esquizofrenia/complicações , Esquizofrenia/tratamento farmacológico , Esquizofrenia/metabolismo , Esquizofrenia/fisiopatologia , Resultado do Tratamento , Adulto Jovem
9.
Neuroimage ; 220: 117049, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32619708

RESUMO

Psychedelic drugs, such as psilocybin and LSD, represent unique tools for researchers investigating the neural origins of consciousness. Currently, the most compelling theories of how psychedelics exert their effects is by increasing the complexity of brain activity and moving the system towards a critical point between order and disorder, creating more dynamic and complex patterns of neural activity. While the concept of criticality is of central importance to this theory, few of the published studies on psychedelics investigate it directly, testing instead related measures such as algorithmic complexity or Shannon entropy. We propose using the fractal dimension of functional activity in the brain as a measure of complexity since findings from physics suggest that as a system organizes towards criticality, it tends to take on a fractal structure. We tested two different measures of fractal dimension, one spatial and one temporal, using fMRI data from volunteers under the influence of both LSD and psilocybin. The first was the fractal dimension of cortical functional connectivity networks and the second was the fractal dimension of BOLD time-series. In addition to the fractal measures, we used a well-established, non-fractal measure of signal complexity and show that they behave similarly. We were able to show that both psychedelic drugs significantly increased the fractal dimension of functional connectivity networks, and that LSD significantly increased the fractal dimension of BOLD signals, with psilocybin showing a non-significant trend in the same direction. With both LSD and psilocybin, we were able to localize changes in the fractal dimension of BOLD signals to brain areas assigned to the dorsal-attenion network. These results show that psychedelic drugs increase the fractal dimension of activity in the brain and we see this as an indicator that the changes in consciousness triggered by psychedelics are associated with evolution towards a critical zone.


Assuntos
Córtex Cerebral/efeitos dos fármacos , Rede de Modo Padrão/efeitos dos fármacos , Alucinógenos/farmacologia , Dietilamida do Ácido Lisérgico/farmacologia , Psilocibina/farmacologia , Córtex Cerebral/diagnóstico por imagem , Estado de Consciência/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética
10.
Neuroimage ; 220: 117088, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32592851

RESUMO

The anterior cingulate area (ACC) is an integral part of the prefrontal cortex in mice and supports cognitive functions, including attentional processes, motion planning and execution as well as remote memory, fear and pain. Previous anatomical and functional imaging studies demonstrated that the ACC is interconnected with numerous brain regions, such as motor and sensory cortices, amygdala and limbic areas, suggesting it serves as a hub in functional networks. However, the exact role of the ACC in regulating functional network activity and connectivity remains to be elucidated. Recently developed neuromodulatory techniques, such as Designer Receptors Exclusively Activated by Designer Drugs (DREADDs) allow for precise control of neuronal activity. In this study, we used an inhibitory kappa-opioid receptor DREADD (KORD) to temporally inhibit neuronal firing in the right ACC of mice and assessed functional network activity and connectivity using non-invasive functional magnetic resonance imaging (MRI). We demonstrated that KORD-induced inhibition of the right ACC induced blood oxygenation-level dependent (BOLD) signal decreases and increases in connected brain regions of both hemispheres. More specifically, altered neuronal activity could be observed in functional brain networks including connections with sensory cortex, thalamus, basolateral amygdala and ventral pallidum, areas involved in attention processes, working memory, fear behavior and reward respectively. Furthermore, these modulations in neuronal activity were associated with decreased intra- and interhemispheric functional connectivity. Our results consolidate the hub role of the mouse ACC in functional networks and further demonstrate that the combination of the DREADD technology and non-invasive functional imaging methods is a valuable tool for unraveling mechanisms of network function and dysfunction by reversible inactivation of selected targets.


Assuntos
Rede de Modo Padrão/diagnóstico por imagem , Giro do Cíngulo/diagnóstico por imagem , Inibição Neural/efeitos dos fármacos , Receptores Opioides kappa , Animais , Mapeamento Encefálico , Rede de Modo Padrão/efeitos dos fármacos , Giro do Cíngulo/efeitos dos fármacos , Imageamento por Ressonância Magnética , Camundongos , Neurônios/efeitos dos fármacos
11.
Neuroimage ; 220: 117091, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32621974

RESUMO

The brain is an endocrine organ, sensitive to the rhythmic changes in sex hormone production that occurs in most mammalian species. In rodents and nonhuman primates, estrogen and progesterone's impact on the brain is evident across a range of spatiotemporal scales. Yet, the influence of sex hormones on the functional architecture of the human brain is largely unknown. In this dense-sampling, deep phenotyping study, we examine the extent to which endogenous fluctuations in sex hormones alter intrinsic brain networks at rest in a woman who underwent brain imaging and venipuncture for 30 consecutive days. Standardized regression analyses illustrate estrogen and progesterone's widespread associations with functional connectivity. Time-lagged analyses examined the temporal directionality of these relationships and suggest that cortical network dynamics (particularly in the Default Mode and Dorsal Attention Networks, whose hubs are densely populated with estrogen receptors) are preceded-and perhaps driven-by hormonal fluctuations. A similar pattern of associations was observed in a follow-up study one year later. Together, these results reveal the rhythmic nature in which brain networks reorganize across the human menstrual cycle. Neuroimaging studies that densely sample the individual connectome have begun to transform our understanding of the brain's functional organization. As these results indicate, taking endocrine factors into account is critical for fully understanding the intrinsic dynamics of the human brain.


Assuntos
Encéfalo/diagnóstico por imagem , Rede de Modo Padrão/diagnóstico por imagem , Ciclo Menstrual/fisiologia , Rede Nervosa/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Conectoma , Anticoncepcionais Orais Combinados/administração & dosagem , Rede de Modo Padrão/efeitos dos fármacos , Estradiol/sangue , Feminino , Hormônio Foliculoestimulante/sangue , Neuroimagem Funcional , Humanos , Hormônio Luteinizante/sangue , Imageamento por Ressonância Magnética , Ciclo Menstrual/sangue , Ciclo Menstrual/efeitos dos fármacos , Rede Nervosa/efeitos dos fármacos , Progesterona/sangue , Adulto Jovem
12.
Hum Brain Mapp ; 41(3): 767-778, 2020 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-31633254

RESUMO

Subanesthetic administration of ketamine is a pharmacological model to elicit positive and negative symptoms of psychosis in healthy volunteers. We used resting-state pharmacological functional MRI (rsPhfMRI) to identify cerebral networks affected by ketamine and compared them to the functional connectivity (FC) in schizophrenia. Ketamine can produce sedation and we contrasted its effects with the effects of the anxiolytic drug midazolam. Thirty healthy male volunteers (age = 19-37 years) underwent a randomized, three-way, cross-over study consisting of three imaging sessions, with 48 hr between sessions. A session consisted of a control period followed by infusion of placebo or ketamine or midazolam. The ENIGMA rsfMRI pipeline was used to derive two long-distance (seed-based and dual-regression) and one local (regional homogeneity, ReHo) FC measures. Ketamine induced significant reductions in the connectivity of the salience network (Cohen's d: 1.13 ± 0.28, p = 4.0 × 10-3 ), auditory network (d: 0.67 ± 0.26, p = .04) and default mode network (DMN, d: 0.63 ± 0.26, p = .05). Midazolam significantly reduced connectivity in the DMN (d: 0.77 ± 0.27, p = .03). The effect sizes for ketamine for resting networks showed a positive correlation (r = .59, p = .07) with the effect sizes for schizophrenia-related deficits derived from ENIGMA's study of 261 patients and 327 controls. Effect sizes for midazolam were not correlated with the schizophrenia pattern (r = -.17, p = .65). The subtraction of ketamine and midazolam patterns showed a significant positive correlation with the pattern of schizophrenia deficits (r = .68, p = .03). RsPhfMRI reliably detected the shared and divergent pharmacological actions of ketamine and midazolam on cerebral networks. The pattern of disconnectivity produced by ketamine was positively correlated with the pattern of connectivity deficits observed in schizophrenia, suggesting a brain functional basis for previously poorly understood effects of the drug.


Assuntos
Encéfalo/efeitos dos fármacos , Encéfalo/fisiopatologia , Depressores do Sistema Nervoso Central/farmacologia , Conectoma , Rede de Modo Padrão/efeitos dos fármacos , Ketamina/farmacologia , Midazolam/farmacologia , Rede Nervosa/efeitos dos fármacos , Esquizofrenia/fisiopatologia , Adulto , Encéfalo/diagnóstico por imagem , Estudos Cross-Over , Rede de Modo Padrão/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Masculino , Rede Nervosa/diagnóstico por imagem , Adulto Jovem
13.
Hum Brain Mapp ; 41(1): 107-119, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31532029

RESUMO

In resting-state functional connectivity experiments, a steady state (of consciousness) is commonly supposed. However, recent research has shown that the resting state is a rather dynamic than a steady state. In particular, changes of vigilance appear to play a prominent role. Accordingly, it is critical to assess the state of vigilance when conducting pharmacodynamic studies with resting-state functional magnetic resonance imaging (fMRI) using drugs that are known to affect vigilance such as (subanesthetic) ketamine. In this study, we sought to clarify whether the previously described ketamine-induced prefrontal decrease of functional connectivity is related to diminished vigilance as assessed by electroencephalography (EEG). We conducted a randomized, double-blind, placebo-controlled crossover study with subanesthetic S-Ketamine in N = 24 healthy, young subjects by simultaneous acquisition of resting-state fMRI and EEG data. We conducted seed-based default mode network functional connectivity and EEG power spectrum analyses. After ketamine administration, decreased functional connectivity was found in medial prefrontal cortex whereas increased connectivities were observed in intraparietal cortices. In EEG, a shift of energy to slow (delta, theta) and fast (gamma) wave frequencies was seen in the ketamine condition. Frontal connectivity is negatively related to EEG gamma and theta activity while a positive relationship is found for parietal connectivity and EEG delta power. Our results suggest a direct relationship between ketamine-induced functional connectivity changes and the concomitant decrease of vigilance in EEG. The observed functional changes after ketamine administration may serve as surrogate end points and provide a neurophysiological framework, for example, for the antidepressant action of ketamine (trial name: 29JN1556, EudraCT Number: 2009-012399-28).


Assuntos
Antidepressivos/farmacologia , Nível de Alerta/efeitos dos fármacos , Ondas Encefálicas/efeitos dos fármacos , Córtex Cerebral/efeitos dos fármacos , Conectoma/métodos , Rede de Modo Padrão/efeitos dos fármacos , Eletroencefalografia , Ketamina/farmacologia , Adulto , Córtex Cerebral/diagnóstico por imagem , Estudos Cross-Over , Rede de Modo Padrão/diagnóstico por imagem , Método Duplo-Cego , Humanos , Imageamento por Ressonância Magnética , Masculino , Imagem Multimodal , Adulto Jovem
14.
Biol Psychiatry ; 96(1): 57-66, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38185235

RESUMO

BACKGROUND: Serotonergic psychedelics, such as psilocybin, alter perceptual and cognitive systems that are functionally integrated with the amygdala. These changes can alter cognition and emotions that are hypothesized to contribute to their therapeutic utility. However, the neural mechanisms of cognitive and subcortical systems altered by psychedelics are not well understood. METHODS: We used resting-state functional magnetic resonance images collected during a randomized, double-blind, placebo-controlled clinical trial of 24 healthy adults under 0.2 mg/kg psilocybin to estimate the directed (i.e., effective) changes between the amygdala and 3 large-scale resting-state networks involved in cognition. These networks are the default mode network, the salience network, and the central executive network. RESULTS: We found a pattern of decreased top-down effective connectivity from these resting-state networks to the amygdala. Effective connectivity decreased within the default mode network and salience network but increased within the central executive network. These changes in effective connectivity were statistically associated with behavioral measures of altered cognition and emotion under the influence of psilocybin. CONCLUSIONS: Our findings suggest that temporary amygdala signal attenuation is associated with mechanistic changes to resting-state network connectivity. These changes are significant for altered cognition and perception and suggest targets for research investigating the efficacy of psychedelic therapy for internalizing psychiatric disorders. More broadly, our study suggests the value of quantifying the brain's hierarchical organization using effective connectivity to identify important mechanisms for basic cognitive function and how they are integrated to give rise to subjective experiences.


Assuntos
Tonsila do Cerebelo , Cognição , Emoções , Alucinógenos , Imageamento por Ressonância Magnética , Rede Nervosa , Psilocibina , Humanos , Psilocibina/farmacologia , Psilocibina/administração & dosagem , Tonsila do Cerebelo/efeitos dos fármacos , Tonsila do Cerebelo/diagnóstico por imagem , Tonsila do Cerebelo/fisiologia , Masculino , Adulto , Alucinógenos/farmacologia , Alucinógenos/administração & dosagem , Método Duplo-Cego , Feminino , Cognição/efeitos dos fármacos , Emoções/efeitos dos fármacos , Emoções/fisiologia , Adulto Jovem , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/diagnóstico por imagem , Vias Neurais/efeitos dos fármacos , Vias Neurais/diagnóstico por imagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Descanso , Conectoma
15.
Biol Psychiatry ; 96(3): 198-206, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-38272288

RESUMO

BACKGROUND: Intrinsic brain network connectivity is already altered in first-episode psychosis (FEP), but the longitudinal trajectories of network connectivity, especially in response to antipsychotic treatment, remain poorly understood. The goal of this study was to investigate how antipsychotic medications affect higher-order intrinsic brain network connectivity in FEP. METHODS: Data from 87 antipsychotic medication-naïve patients with FEP and 87 healthy control participants were used. Medication-naïve patients received antipsychotic treatment for 16 weeks. Resting-state functional connectivity (FC) of the default mode, salience, dorsal attention, and executive control networks were assessed prior to treatment and at 6 and 16 weeks after treatment. We evaluated baseline and FC changes using linear mixed models to test group × time interactions within each network. Associations between FC changes after 16 weeks and response to treatment were also evaluated. RESULTS: Prior to treatment, significant group differences in all networks were found. However, significant trajectory changes in FC were found only in the default mode and executive control networks. Changes in FC in these networks were associated with treatment response. Several sensitivity analyses showed a consistent normalization of executive control network FC in response to antipsychotic treatment. CONCLUSIONS: Here, we found that alterations in intrinsic brain network FC were not only alleviated with antipsychotic treatment, but the extent of this normalization was also associated with the degree of reduction in symptom severity. Taken together, our data suggest modulation of intrinsic brain network connectivity (mainly frontoparietal connectivity) as a mechanism underlying antipsychotic treatment response in FEP.


Assuntos
Antipsicóticos , Encéfalo , Imageamento por Ressonância Magnética , Rede Nervosa , Transtornos Psicóticos , Humanos , Antipsicóticos/farmacologia , Antipsicóticos/uso terapêutico , Masculino , Transtornos Psicóticos/tratamento farmacológico , Transtornos Psicóticos/fisiopatologia , Transtornos Psicóticos/diagnóstico por imagem , Feminino , Adulto , Adulto Jovem , Encéfalo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Encéfalo/fisiopatologia , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiopatologia , Função Executiva/efeitos dos fármacos , Função Executiva/fisiologia , Rede de Modo Padrão/fisiopatologia , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Adolescente , Conectoma
16.
Pharmacol Biochem Behav ; 201: 173092, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33385439

RESUMO

N-methyl-d-aspartate receptor (NMDAR) antagonists administered to healthy humans results in schizophrenia-like symptoms, which are thought in part to be related to glutamatergically altered electrophysiological connectivity in large-scale intrinsic functional brain networks. Here, we examine resting-state source electroencephalographic (EEG) connectivity within and between the default mode (DMN: for self-related cognitive activity) and salience networks (SN: for detection of salient stimuli in internal and external environments) in 21 healthy volunteers administered a subanesthetic dose of the dissociative anesthetic and NMDAR antagonist, ketamine. In addition to provoking symptoms of dissociation, which are thought to originate from an altered sense of self that is common to schizophrenia, ketamine induces frequency-dependent increases and decreases in connectivity within and between DMN and SN. These altered interactive network couplings together with emergent dissociative symptoms tentatively support an NMDAR-hypofunction hypothesis of disturbed electrophysiologic connectivity in schizophrenia.


Assuntos
Anestésicos Dissociativos/administração & dosagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Eletroencefalografia/métodos , Ketamina/administração & dosagem , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/diagnóstico por imagem , Neuroimagem/métodos , Receptores de N-Metil-D-Aspartato/antagonistas & inibidores , Descanso , Encéfalo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Método Duplo-Cego , Lateralidade Funcional , Voluntários Saudáveis , Humanos , Masculino , Distribuição Aleatória , Esquizofrenia/fisiopatologia , Adulto Jovem
17.
J Cereb Blood Flow Metab ; 41(4): 805-818, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-32538282

RESUMO

Local changes in cerebral blood flow are thought to match changes in neuronal activity, a phenomenon termed neurovascular coupling. Hypoxia increases global resting cerebral blood flow, but regional cerebral blood flow (rCBF) changes are non-uniform. Hypoxia decreases baseline rCBF to the default mode network (DMN), which could reflect either decreased neuronal activity or altered neurovascular coupling. To distinguish between these hypotheses, we characterized the effects of hypoxia on baseline rCBF, task performance, and the hemodynamic (BOLD) response to task activity. During hypoxia, baseline CBF increased across most of the brain, but decreased in DMN regions. Performance on memory recall and motion detection tasks was not diminished, suggesting task-relevant neuronal activity was unaffected. Hypoxia reversed both positive and negative task-evoked BOLD responses in the DMN, suggesting hypoxia reverses neurovascular coupling in the DMN of healthy adults. The reversal of the BOLD response was specific to the DMN. Hypoxia produced modest increases in activations in the visual attention network (VAN) during the motion detection task, and had no effect on activations in the visual cortex during visual stimulation. This regional specificity may be particularly pertinent to clinical populations characterized by hypoxemia and may enhance understanding of regional specificity in neurodegenerative disease pathology.


Assuntos
Rede de Modo Padrão/efeitos dos fármacos , Hipóxia Encefálica/psicologia , Acoplamento Neurovascular/efeitos dos fármacos , Atenção , Circulação Cerebrovascular , Estudos Cross-Over , Método Duplo-Cego , Feminino , Hemodinâmica , Humanos , Hipóxia Encefálica/diagnóstico por imagem , Imageamento por Ressonância Magnética , Masculino , Rememoração Mental , Percepção de Movimento , Rede Nervosa/fisiopatologia , Neurônios , Estimulação Luminosa , Desempenho Psicomotor , Córtex Visual/fisiopatologia , Adulto Jovem
18.
Brain Res Bull ; 170: 218-224, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33626336

RESUMO

BACKGROUND: As the symbolic pathological changes of Alzheimer's disease (AD), hyperphosphorylated tau and amyloid plaque play important roles in the progression of the disease. In AD patients, the neural activity in default mode network is abnormal at different stages of the disease, and showed a hypoconnective status. Inhibition of phosphatidylinositol-3-kinase (PI3K) activates glycogen synthase kinase 3 beta (GSK-3ß) and induces tau phosphorylation. OBJECTIVE: We speculated that inhibiting cerebral PI3K altered the glucose metabolism in DMN. We aimed to explore the impacts of PI3K inhibition on tau phosphorylation, cerebral glucose metabolism, and synaptic plasticity. METHODS: We injected wortmannin, an inhibitor of PI3K, lateral ventricularly in rats to mimic the pathology of AD. Immunohistochemistry was carried out to analyze the expression of phosphorylated tau. Region-specific glucose metabolism in the brain was analyzed using 18F-FDG PET imaging. In vivo long-term potentiation (LTP) in the hippocampus was detected to assess the synaptic plasticity. RESULTS: The results show that the phosphorylated tau at T231 increased and the hippocampal LTP was suppressed 24 h after wortmannin administration. In the DMN, glucose uptake was significantly high, indicating a neural activity disturbance. CONCLUSION: We conclude that targeting PI3K-GSK-3ß pathway to mimic AD tau pathology interrupted the glucose metabolism of DMN brain regions.


Assuntos
Rede de Modo Padrão/efeitos dos fármacos , Glucose/metabolismo , Hipocampo/efeitos dos fármacos , Inibidores de Fosfoinositídeo-3 Quinase/farmacologia , Animais , Rede de Modo Padrão/metabolismo , Glicogênio Sintase Quinase 3 beta/metabolismo , Hipocampo/metabolismo , Masculino , Plasticidade Neuronal/efeitos dos fármacos , Fosforilação/efeitos dos fármacos , Proteínas Proto-Oncogênicas c-akt/metabolismo , Ratos , Ratos Sprague-Dawley , Transdução de Sinais/efeitos dos fármacos , Proteínas tau/metabolismo
19.
Psychopharmacology (Berl) ; 238(2): 589-597, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33216167

RESUMO

RATIONALE: Previous neuroimaging studies of cognition involving nicotinic acetylcholine receptor (nAChR) agonist administration have repeatedly found enhanced task-induced deactivation of regions of the default mode network (DMN), a group of brain systems that is more active at rest and mediates task-independent thought processes. This effect may be related to pro-cognitive nAChR agonist effects OBJECTIVES: The present study sought to test whether nAChR modulation of the DMN is bi-directional, i.e., whether a nAChR antagonist would reduce task-induced deactivation. METHODS: Eighteen healthy non-smokers underwent functional magnetic resonance imaging while performing a letter N-back task. Scans were performed after nicotine administration (7 mg/24 h, transdermally), after administration of the nAChR antagonist mecamylamine (7.5 mg, p.o.), and after double placebo, in counterbalanced sequence. Blood-oxygen-level-dependent (BOLD) signal was analyzed within ventromedial prefrontal cortex (vmPFC) and posterior cingulate cortex (PCC) regions of interest-central hubs of the DMN in which consistent nAChR agonist-induced changes had previously been identified. RESULTS: Nicotine enhanced hit rate in both the 0-back and 2-back condition, while mecamylamine slowed reaction time in the 2-back condition. Mecamylamine reduced task-induced deactivation of vmPFC and PCC. Nicotine had no significant effects on the BOLD signal. CONCLUSIONS: The finding that nAChR tone reduction by mecamylamine weakened task-induced DMN deactivation indicates that a constant tone of nAChR activation helps regulate DMN activity in healthy individuals. This suggests that low nAChR tone may play a causal role in DMN dysregulation seen in conditions such as mild cognitive impairment or Alzheimer's disease.


Assuntos
Encéfalo/efeitos dos fármacos , Cognição/efeitos dos fármacos , Rede de Modo Padrão/efeitos dos fármacos , Imageamento por Ressonância Magnética , Antagonistas Nicotínicos/farmacologia , Receptores Nicotínicos/metabolismo , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Disfunção Cognitiva/metabolismo , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/metabolismo , Feminino , Giro do Cíngulo/efeitos dos fármacos , Giro do Cíngulo/metabolismo , Humanos , Masculino , Mecamilamina/farmacologia , Pessoa de Meia-Idade , Nicotina/farmacologia , Agonistas Nicotínicos/farmacologia , Córtex Pré-Frontal/efeitos dos fármacos , Córtex Pré-Frontal/metabolismo , Tempo de Reação/efeitos dos fármacos , Análise e Desempenho de Tarefas
20.
JAMA Psychiatry ; 78(9): 994-1004, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34160595

RESUMO

Importance: Altered functional connectivity (FC) is a common finding in resting-state functional magnetic resonance imaging (rs-fMRI) studies of people with psychosis, yet how FC disturbances evolve in the early stages of illness, and how antipsychotic treatment influences these disturbances, remains unknown. Objective: To investigate longitudinal FC changes in antipsychotic-naive and antipsychotic-treated patients with first-episode psychosis (FEP). Design, Setting, and Participants: This secondary analysis of a triple-blind, randomized clinical trial was conducted over a 5-year recruitment period between April 2008 and December 2016 with 59 antipsychotic-naive patients with FEP receiving either a second-generation antipsychotic or a placebo pill over a treatment period of 6 months. Participants were required to have low suicidality and aggression, to have a duration of untreated psychosis of less than 6 months, and to be living in stable accommodations with social support. Both FEP groups received intensive psychosocial therapy. A healthy control group was also recruited. Participants completed rs-fMRI scans at baseline, 3 months, and 12 months. Data were analyzed from May 2019 to August 2020. Interventions: Resting-state functional MRI was used to probe brain FC. Patients received either a second-generation antipsychotic or a matched placebo tablet. Both patient groups received a manualized psychosocial intervention. Main Outcomes and Measures: The primary outcomes of this analysis were to investigate (1) FC differences between patients and controls at baseline; (2) FC changes in medicated and unmedicated patients between baseline and 3 months; and (3) associations between longitudinal FC changes and clinical outcomes. An additional aim was to investigate long-term FC changes at 12 months after baseline. These outcomes were not preregistered. Results: Data were analyzed for 59 patients (antipsychotic medication plus psychosocial treatment: 28 [47.5%]; mean [SD] age, 19.5 [3.0] years; 15 men [53.6%]; placebo plus psychosocial treatment: 31 [52.5%]; mean [SD] age, 18.8 [2.7]; 16 men [51.6%]) and 27 control individuals (mean [SD] age, 21.9 [1.9] years). At baseline, patients showed widespread functional dysconnectivity compared with controls, with reductions predominantly affecting interactions between the default mode network, limbic systems, and the rest of the brain. From baseline to 3 months, patients receiving placebo showed increased FC principally within the same systems; some of these changes correlated with improved clinical outcomes (canonical correlation analysis R = 0.901; familywise error-corrected P = .005). Antipsychotic exposure was associated with increased FC primarily between the thalamus and the rest of the brain. Conclusions and Relevance: In this secondary analysis of a clinical trial, antipsychotic-naive patients with FEP showed widespread functional dysconnectivity at baseline, followed by an early normalization of default mode network and cortical limbic dysfunction in patients receiving placebo and psychosocial intervention. Antipsychotic exposure was associated with FC changes concentrated on thalamocortical networks. Trial Registration: ACTRN12607000608460.


Assuntos
Antipsicóticos/farmacologia , Encéfalo , Conectoma , Rede de Modo Padrão , Rede Nervosa , Transtornos Psicóticos , Adolescente , Adulto , Agressão/fisiologia , Antipsicóticos/administração & dosagem , Encéfalo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Encéfalo/fisiopatologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/fisiopatologia , Método Duplo-Cego , Feminino , Humanos , Sistema Límbico/diagnóstico por imagem , Sistema Límbico/efeitos dos fármacos , Sistema Límbico/fisiopatologia , Estudos Longitudinais , Imageamento por Ressonância Magnética , Masculino , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/fisiopatologia , Avaliação de Resultados em Cuidados de Saúde , Transtornos Psicóticos/diagnóstico por imagem , Transtornos Psicóticos/tratamento farmacológico , Transtornos Psicóticos/fisiopatologia , Risco , Comportamento Autodestrutivo/fisiopatologia , Adulto Jovem
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