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1.
Neuroimage ; 161: 19-31, 2017 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-28807873

RESUMO

The ability to quantify synaptic function at the level of cortical microcircuits from non-invasive data would be enormously useful in the study of neuronal processing in humans and the pathophysiology that attends many neuropsychiatric disorders. Here, we provide proof of principle that one can estimate inter-and intra-laminar interactions among specific neuronal populations using induced gamma responses in the visual cortex of human subjects - using dynamic causal modelling based upon the canonical microcircuit (CMC; a simplistic model of a cortical column). Using variability in induced (spectral) responses over a large cohort of normal subjects, we find that the predominant determinants of gamma responses rest on recurrent and intrinsic connections between superficial pyramidal cells and inhibitory interneurons. Furthermore, variations in beta responses were mediated by inter-subject differences in the intrinsic connections between deep pyramidal cells and inhibitory interneurons. Interestingly, we also show that increasing the self-inhibition of superficial pyramidal cells suppresses the amplitude of gamma activity, while increasing its peak frequency. This systematic and nonlinear relationship was only disclosed by modelling the causes of induced responses. Crucially, we were able to validate this form of neurophysiological phenotyping by showing a selective effect of the GABA re-uptake inhibitor tiagabine on the rate constants of inhibitory interneurons. Remarkably, we were able to recover the pharmacodynamics of this effect over the course of several hours on a per subject basis. These findings speak to the possibility of measuring population specific synaptic function - and its response to pharmacological intervention - to provide subject-specific biomarkers of mesoscopic neuronal processes using non-invasive data. Finally, our results demonstrate that, using the CMC as a proxy, the synaptic mechanisms that underlie the gain control of neuronal message passing within and between different levels of cortical hierarchies may now be amenable to quantitative study using non-invasive (MEG) procedures.


Assuntos
Inibidores da Captação de GABA/farmacologia , Ritmo Gama/fisiologia , Interneurônios/fisiologia , Magnetoencefalografia/métodos , Modelos Neurológicos , Células Piramidais/fisiologia , Córtex Visual/fisiologia , Percepção Visual/fisiologia , Adulto , Feminino , Inibidores da Captação de GABA/farmacocinética , Ritmo Gama/efeitos dos fármacos , Humanos , Interneurônios/efeitos dos fármacos , Masculino , Ácidos Nipecóticos/farmacologia , Estudo de Prova de Conceito , Células Piramidais/efeitos dos fármacos , Tiagabina , Córtex Visual/efeitos dos fármacos , Adulto Jovem
2.
Psychol Med ; 45(4): 783-94, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25115407

RESUMO

BACKGROUND: Electroencephalography and magnetoencephalography (MEG) studies have identified alterations in gamma-band (30-80 Hz) cortical activity in schizophrenia and mood disorders, consistent with neural models of disturbed glutamate (and GABA) neuron influence over cortical pyramidal cells. Genetic evidence suggests specific deficits in GABA-A receptor function in schizoaffective bipolar disorder (SABP), a clinical syndrome with features of both bipolar disorder and schizophrenia. This study investigated gamma oscillations in this under-researched disorder. METHOD: MEG was used to measure induced gamma and evoked responses to a visual grating stimulus, known to be a potent inducer of primary visual gamma oscillations, in 15 individuals with remitted SABP, defined using Research Diagnostic Criteria, and 22 age- and sex-matched healthy controls. RESULTS: Individuals with SABP demonstrated increased sustained visual cortical power in the gamma band (t 35 = -2.56, p = 0.015) compared to controls. There were no group differences in baseline gamma power, transient or sustained gamma frequency, alpha band responses or pattern onset visual-evoked responses. CONCLUSIONS: Gamma power is increased in remitted SABP, which reflects an abnormality in the cortical inhibitory-excitatory balance. Although an interaction between gamma power and medication can not be ruled out, there were no group differences in evoked responses or baseline measures. Further work is needed in other clinical populations and at-risk relatives. Pharmaco-magnetoencephalography studies will help to elucidate the specific GABA and glutamate pathways affected.


Assuntos
Transtorno Bipolar/fisiopatologia , Córtex Cerebral/fisiopatologia , Potenciais Evocados Visuais/fisiologia , Ritmo Gama/fisiologia , Transtornos Psicóticos/fisiopatologia , Adulto , Feminino , Humanos , Magnetoencefalografia , Masculino , Pessoa de Meia-Idade
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