RESUMEN
Dysfunction of the hypothalamic-pituitary-adrenal (HPA) axis is considered one of the mechanisms underlying the development of major depressive disorder (MDD), but the exact nature of this dysfunction is unknown. We investigated the relationship between hypothalamus volume (HV) and blood-derived DNA methylation in MDD. We obtained brain MRI, clinical and molecular data from 181 unmedicated MDD and 90 healthy control (HC) participants. MDD participants received a 16-week standardized antidepressant treatment protocol, as part of the first Canadian Biomarker Integration Network in Depression (CAN-BIND) study. We collected bilateral HV measures via manual segmentation by two independent raters. DNA methylation and RNA sequencing were performed for three key HPA axis-regulating genes coding for the corticotropin-binding protein (CRHBP), glucocorticoid receptor (NR3C1) and FK506 binding protein 5 (FKBP5). We used elastic net regression to perform variable selection and assess predictive ability of methylation variables on HV. Left HV was negatively associated with duration of current episode (ρ = -0.17, p = 0.035). We did not observe significant differences in HV between MDD and HC or any associations between HV and treatment response at weeks 8 or 16, overall depression severity, illness duration or childhood maltreatment. We also did not observe any differentially methylated CpG sites between MDD and HC groups. After assessing functionality by correlating methylation levels with RNA expression of the respective genes, we observed that the number of functionally relevant CpG sites differed between MDD and HC groups in FKBP5 (χ2 = 77.25, p < 0.0001) and NR3C1 (χ2 = 7.29, p = 0.007). Cross-referencing functionally relevant CpG sites to those that were highly ranked in predicting HV in elastic net modeling identified one site from FKBP5 (cg03591753) and one from NR3C1 (cg20728768) within the MDD group. Stronger associations between DNA methylation, gene expression and HV in MDD suggest a novel putative molecular pathway of stress-related sensitivity in depression. Future studies should consider utilizing the epigenome and ultra-high field MR data which would allow the investigation of HV sub-fields.
Asunto(s)
Metilación de ADN , Trastorno Depresivo Mayor , Hipotálamo , Estrés Psicológico , Biomarcadores/metabolismo , Canadá , Metilación de ADN/genética , Trastorno Depresivo Mayor/genética , Trastorno Depresivo Mayor/patología , Humanos , Sistema Hipotálamo-Hipofisario/fisiología , Hipotálamo/patología , Tamaño de los Órganos , Sistema Hipófiso-Suprarrenal/fisiología , Receptores de Glucocorticoides/genética , Receptores de Glucocorticoides/metabolismo , Estrés Psicológico/genética , Estrés Psicológico/fisiopatologíaRESUMEN
Magnetic seizure therapy (MST) is emerging as a safe and well-tolerated experimental intervention for major depressive disorder (MDD), with very minimal cognitive side-effects. However, the underlying mechanism of action of MST remains uncertain. Here, we used resting-state electroencephalography (RS-EEG) to characterise the physiological effects of MST for treatment resistant MDD. We recorded RS-EEG in 21 patients before and after an open label trial of MST applied over the prefrontal cortex using a bilateral twin coil. RS-EEG was analysed for changes in functional connectivity, network topology, and spectral power. We also ran further baseline comparisons between the MDD patients and a cohort of healthy controls (n = 22). Network-based connectivity analysis revealed a functional subnetwork of significantly increased theta connectivity spanning frontal and parieto-occipital channels following MST. The change in theta connectivity was further found to predict clinical response to treatment. An additional widespread subnetwork of reduced beta connectivity was also elucidated. Graph-based topological analyses showed an increase in functional network segregation and reduction in integration in the theta band, with a decline in segregation in the beta band. Finally, delta and theta power were significantly elevated following treatment, while gamma power declined. No baseline differences between MDD patients and healthy subjects were observed. These results highlight widespread changes in resting-state brain dynamics following a course of MST in MDD patients, with changes in theta connectivity providing a potential physiological marker of treatment response. Future prospective studies are required to confirm these initial findings.
Asunto(s)
Encéfalo/fisiopatología , Trastorno Depresivo Mayor/fisiopatología , Trastorno Depresivo Mayor/terapia , Terapia Electroconvulsiva/métodos , Electroencefalografía/métodos , Red Nerviosa/fisiopatología , Adulto , Ritmo beta/fisiología , Estudios de Cohortes , Trastorno Depresivo Mayor/psicología , Femenino , Humanos , Magnetoterapia/métodos , Masculino , Persona de Mediana Edad , Descanso/fisiología , Descanso/psicología , Convulsiones/fisiopatología , Convulsiones/psicología , Ritmo Teta/fisiologíaRESUMEN
Therapeutic seizures may work for treatment-resistant depression (TRD) by producing neuroplasticity. We evaluated whether magnetic seizure therapy (MST) produces changes in suicidal ideation and neuroplasticity as indexed through transcranial magnetic stimulation and electroencephalography (TMS-EEG) of the dorsolateral prefrontal cortex (DLPFC). Twenty-three patients with TRD were treated with MST. Changes in suicidal ideation was assessed through the Scale for Suicidal Ideation (SSI). Before and after the treatment course, neuroplasticity in excitatory and inhibitory circuits was assessed with TMS-EEG measures of cortical-evoked activity (CEA) and long-interval cortical inhibition (LICI) from the left DLPFC, and the left motor cortex as a control condition. As in our previous report, the relationship between TMS-EEG measures and suicidal ideation was examined with the SSI. Results show that 44.4% of patients experienced resolution of suicidal ideation. Based on DLPFC assessment, MST produced significant CEA increase over the frontal central electrodes (cluster p < 0.05), but did not change LICI on a group level. MST also reduced the SSI scores (p < 0.005) and the amount of reduction correlated with the decrease in LICI over the right frontal central electrodes (cluster p < 0.05; rho = 0.73 for Cz). LICI change identified patients who were resolved of suicidal ideation with 90% sensitivity and 88% specificity (AUC = 0.9, p = 0.004). There was no significant finding with motor cortex assessment. Overall, MST produced significant rates of resolution of suicidal ideation. MST also produced neuroplasticity in the frontal cortex, likely through long-term potentiation (LTP)-like mechanisms. The largest reduction in suicidal ideation was demonstrated in patients showing concomitant decreases in cortical inhibition-a mechanism linked to enhanced LTP-like plasticity. These findings provide insights into the mechanisms through which patients experience resolution of suicidal ideation following seizure treatments in depression.
Asunto(s)
Trastorno Depresivo Resistente al Tratamiento/terapia , Potenciales Evocados/fisiología , Magnetoterapia/métodos , Corteza Motora/fisiopatología , Inhibición Neural/fisiología , Plasticidad Neuronal/fisiología , Evaluación de Resultado en la Atención de Salud , Corteza Prefrontal/fisiopatología , Convulsiones , Ideación Suicida , Adulto , Electroencefalografía/métodos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estimulación Magnética Transcraneal/métodosRESUMEN
OBJECTIVES: The first objective of this study aimed to elucidate the relationship between seizure characteristics and Magnetic Seizure Therapy (MST) treatment outcome. The second objective was to determine the effect of stimulation frequency on seizure characteristics. METHODS: Using a between-subjects design, we compared the seizures of patients with unipolar depression receiving MST at three separate stimulation frequencies: 25â¯Hz (nâ¯=â¯34), 50â¯Hz (nâ¯=â¯16) and 100â¯Hz (nâ¯=â¯11). Seizures were rated for overall seizure adequacy on a scale of 0-6, with one point given for each measure that was considered to be adequate according to the ECT literature: (1) seizure EEG duration (2) motor duration, (3) post-ictal suppression, (4) ictal EEG maximum amplitude, (5) Global Seizure Strength, and (6) Symmetry. Mixed-effect models were used to evaluate the effect of frequency on seizure characteristics and the relationships between seizure characteristics and clinical outcome. RESULTS: (1) 100â¯Hz induced seizures that were less adequate than seizures induced with 50â¯Hz and 25â¯Hz stimulations. Seizures induced by 50â¯Hz stimulations had longer slow-wave phase durations and total EEG durations than the 100â¯Hz and 25â¯Hz groups. Global seizure strength was less robust in seizures induced by 100â¯Hz MST compared to the other stimulation frequencies. (2) Shorter polyspike durations and smaller slow-wave amplitude predicted reductions in overall symptoms of depression as measured by the 24-item Hamilton Depression Scale. CONCLUSION: Analysis of our first objective revealed stimulation frequency significantly influences measures of overall seizure adequacy. However, our results also revealed these descriptions of seizure adequacy based on ECT literature may not be useful for MST-induced seizures, as the characteristics of MST-induced seizure characteristics may predict clinical response in a different manner. SIGNIFICANCE: These results may help to distinguish the biological processes impacted by stimulation frequency and may suggest different mechanisms of action between convulsive therapies and challenge the current understanding of seizure adequacy for MST.
Asunto(s)
Electroencefalografía/métodos , Convulsiones/fisiopatología , Convulsiones/terapia , Estimulación Magnética Transcraneal/métodos , Adulto , Femenino , Humanos , Magnetoterapia/métodos , Masculino , Persona de Mediana Edad , Convulsiones/diagnósticoRESUMEN
Short-interval intracortical inhibition (SICI) and intracortical facilitation (ICF) are noninvasive transcranial magnetic stimulation (TMS) measures of GABAA receptor-mediated inhibition and glutamatergic excitatory transmission, respectively. Conventionally these measures have been restricted to the motor cortex. We investigated whether SICI and ICF could be recorded from the dorsolateral prefrontal cortex (DLPFC) using combined TMS and electroencephalography (TMS-EEG). We first characterized the neural signature of SICI and ICF in M1 in terms of TMS-evoked potentials (TEPs) and spectral power modulation. Subsequently, these paradigms were applied in the DLPFC to determine whether similar neural signatures were evident. With TMS at M1, SICI and ICF led to bidirectional modulation (inhibition and facilitation, respectively) of P30 and P60 TEP amplitude, which correlated with MEP amplitude changes. With DLPFC stimulation, P60 was bidirectionally modulated by SICI and ICF in the same manner as for M1 stimulation, whereas P30 was absent. The sole modulation of early TEP components is in contradistinction to other measures such as long-interval intracortical inhibition and may reflect modulation of short latency excitatory and inhibitory postsynaptic potentials (EPSPs and IPSPs). Overall, the data suggest that SICI and ICF can be recorded using TMS-EEG in DLPFC providing noninvasive measures of glutamatergic and GABAA receptor-mediated neurotransmission. This may facilitate future research attempting to ascertain the role of these neurotransmitters in the pathophysiology and treatment of neurological and psychiatric disorders.
Asunto(s)
Ácido Glutámico/fisiología , Corteza Motora/fisiología , Corteza Prefrontal/fisiología , Transmisión Sináptica , Estimulación Magnética Transcraneal , Ácido gamma-Aminobutírico/fisiología , Adulto , Excitabilidad Cortical , Electroencefalografía , Potenciales Evocados , Potenciales Evocados Motores , Femenino , Humanos , Masculino , Inhibición Neural , Adulto JovenRESUMEN
BACKGROUND: Cortical inhibition (CI) deficits have been demonstrated in schizophrenia using transcranial magnetic stimulation (TMS). These CI deficits may be related to decreased GABA activity which may be involved in schizophrenia pathophysiology. Previous cross-sectional studies have also demonstrated greater CI in patients treated with clozapine than other typical/atypical antipsychotics. However, it is not clear if these differences in CI are a result of treatment-resistant illness which necessitates clozapine or are related to clozapine treatment. METHODS: TMS measures of CI (i.e., cortical silent period (CSP) and short-interval cortical inhibition (SICI)) were measured over the motor cortex in 16 patients with schizophrenia before starting clozapine, then 6 weeks and 6 months after starting clozapine. RESULTS: CSP was significantly longer after 6 weeks of treatment with clozapine (p=0.014). From 6 weeks to 6 months, there was no significant difference in CSP (p>0.05). Short-interval cortical inhibition (SICI) was not significantly different at any time after treatment with clozapine (p>0.05). CONCLUSIONS: This prospective-longitudinal study demonstrates that treatment with clozapine is associated with an increase in GABAB mediated inhibitory neurotransmission. Potentiation of GABAB may be a novel neurotransmitter mechanism that is involved in the pathophysiology and treatment of schizophrenia.
Asunto(s)
Clozapina/uso terapéutico , Depresión de Propagación Cortical/efectos de los fármacos , Antagonistas del GABA/uso terapéutico , Esquizofrenia/tratamiento farmacológico , Esquizofrenia/patología , Ácido gamma-Aminobutírico/metabolismo , Adulto , Análisis de Varianza , Relación Dosis-Respuesta a Droga , Electromiografía , Potenciales Evocados Motores/efectos de los fármacos , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Corteza Motora/fisiopatología , Escalas de Valoración Psiquiátrica , Estimulación Magnética Transcraneal , Adulto JovenRESUMEN
Training programs aimed to improve cognitive skills have either yielded mixed results or remain to be validated. The limited benefits of such regimens are largely attributable to weak understanding of (1) how (and which) interventions provide the most cognitive improvements; and (2) how brain networks and neural mechanisms that underlie specific cognitive abilities can be modified selectively. Studies indicate that music training leads to robust and long-lasting benefits to behavior. Importantly, behavioral advantages conferred by music extend beyond perceptual abilities to even nonauditory functions, such as inhibitory control (IC) and its neural correlates. Alternative forms of arts engagement or brain training do not appear to yield such enhancements, which suggests that music uniquely taps into brain networks subserving a variety of auditory as well as domain-general mechanisms such as IC. To account for such widespread benefits of music training, we propose a framework of transfer effects characterized by three dimensions: level of processing, nature of the transfer, and involvement of executive functions. We suggest that transfer of skills is mediated through modulation of general cognitive processes, in particular IC. We believe that this model offers a viable framework to test the extent and limitations of music-related changes.
Asunto(s)
Función Ejecutiva , Música , Plasticidad Neuronal , Estimulación Acústica , Vías Auditivas , Percepción Auditiva , Conducta , Encéfalo , Mapeo Encefálico , Niño , Cognición , Potenciales Evocados , Humanos , Lenguaje , Modelos Neurológicos , NeurocienciasRESUMEN
BACKGROUND: Working memory represents a core cognitive domain that is impaired in schizophrenia for which there are currently no satisfactory treatments. Repetitive transcranial magnetic stimulation (rTMS) targeted over the dorsolateral prefrontal cortex has been shown to modulate neurophysiological mechanisms linked to working memory in schizophrenia and improves working memory performance in healthy subjects and might therefore represent a treatment modality for schizophrenia patients. The objectives were to evaluate the effects of rTMS on working memory performance in schizophrenia patients and evaluate whether rTMS normalizes performance to healthy subject levels. METHODS: In a 4-week randomized double-blind sham-controlled pilot study design, 27 medicated schizophrenia patients were tested at the Centre for Addiction and Mental Health (a university teaching hospital that provides psychiatric care to a large urban catchment area and serves as a tertiary referral center for the province of Ontario). Patients performed the verbal working memory n-back task before and after rTMS magnetic resonance image targeted bilaterally sequentially to left and right dorsolateral prefrontal cortex 750 pulses/side at 20 Hz for 20 treatments. The main outcome measure was mean magnitude of change in the n-back accuracy for target responses with active (n = 13) or sham (n = 12) rTMS treatment course. RESULTS: The rTMS significantly improved 3-back accuracy for targets compared with placebo sham (Cohen's d = .92). The improvement in 3-back accuracy was also found to be at a level comparable to healthy subjects. CONCLUSIONS: These pilot data suggest that bilateral rTMS might be a novel, efficacious, and safe treatment for working memory deficits in patients with schizophrenia.
Asunto(s)
Cognición/fisiología , Magnetoterapia , Corteza Prefrontal/fisiología , Esquizofrenia/terapia , Psicología del Esquizofrénico , Adulto , Método Doble Ciego , Femenino , Humanos , Masculino , Memoria a Corto Plazo/fisiología , Persona de Mediana Edad , Proyectos Piloto , Desempeño Psicomotor/fisiología , Esquizofrenia/diagnósticoRESUMEN
OBJECTIVE: The induction of long interval cortical inhibition (LICI) in motor cortex with paired pulse transcranial magnetic stimulation (ppTMS) is an established paradigm for the assessment of cortical inhibition, proposed to be related to GABA(B) receptor inhibitory neurotransmission. This study aimed to further evaluate recent methods of the assessment of LICI in non motor regions with ppTMS and electroencephalography (EEG). METHODS: ppTMS was applied using a single coil to the motor and dorsolateral prefrontal cortex (DLPFC) in 14 healthy subjects, and in the parietal lobe in 5 of those subjects. RESULTS: In the motor cortex, LICI resulted in significant suppression in mean cortical evoked activity on EEG between 75 and 250 ms following delivery of the test stimulus. Maximal inhibition was seen from 50 to 250 ms in DLPFC, and between 50 and 175 ms in the parietal lobe. CONCLUSIONS: ppTMS may be used to produce LICI in several cortical regions with a time course similar to known GABA(B) activity. SIGNIFICANCE: ppTMS induction of LICI can be recorded by combining TMS with EEG and seems to relate to GABA(B) activity.
Asunto(s)
Corteza Cerebral/fisiología , Electroencefalografía , Corteza Motora/fisiología , Estimulación Magnética Transcraneal , Ácido gamma-Aminobutírico/fisiología , Adulto , Antimaníacos/farmacología , Corteza Cerebral/efectos de los fármacos , Electroencefalografía/efectos de los fármacos , Potenciales Postsinápticos Excitadores/efectos de los fármacos , Femenino , Humanos , Cloruro de Litio/farmacología , Masculino , Persona de Mediana Edad , Corteza Motora/efectos de los fármacos , Lóbulo Parietal/efectos de los fármacos , Corteza Prefrontal/efectos de los fármacos , Receptores de GABA-B/efectos de los fármacos , Receptores de GABA-B/fisiología , Factores de Tiempo , Estimulación Magnética Transcraneal/efectos de los fármacos , Adulto JovenRESUMEN
Gamma (gamma)-oscillations (30-50 Hz) represent important electrophysiological measures, which are generated through the execution of higher order cognitive tasks (eg, working memory) in the dorsolateral prefrontal cortex (DLPFC). By contrast, cortical inhibition (CI) refers to a neurophysiological process in which GABAergic inhibitory interneurons selectively suppress the activation of other neurons in the cortex. Recently, abnormalities in both CI and gamma-oscillations have been associated with various neuropsychiatric disorders including schizophrenia. Animal research suggests that suppression of gamma-oscillations is, in part, mediated through GABAergic inhibitory neurotransmission. However, no such evidence has been demonstrated in human, largely because of technological limitations. Recently, we reported on novel methods permitting the recording of CI from the DLPFC through transcranial magnetic stimulation (TMS) combined with electroencephalography (EEG). The aim of this study was to examine the effects of GABAergic inhibitory neurotransmission on gamma-oscillations by combining TMS with EEG. Long interval cortical inhibition (LICI), a paired TMS paradigm, was used to index GABA(B) receptor mediated inhibitory neurotransmission in the motor cortex and DLPFC of healthy individuals. Gamma-oscillations were significantly inhibited by LICI (38.1+/-26.5%; p< or =0.013) in the DLPFC but not in the motor cortex. These results provide neurophysiological evidence to demonstrate gamma-oscillations are inhibited by LICI in the DLPFC but not in the motor cortex. Such specificity suggests that the modulation of gamma-oscillations may represent an important neurophysiological process that may, in part, be responsible for optimal DLPFC functioning in healthy human subjects.