The overall goal of this study is to map the spatiotemporal dynamics of social affective processing and to examine selective modulation of these dynamics in humans undergoing invasive intracranial monitoring for treatment-resistant epilepsy and depression. Pursuing this signal from a novel platform with invasive intracranial recording electrodes provides much-needed spatial and temporal resolution to characterize the neural dynamics of socio-affective processing. The investigators will leverage first-in-human intracranial neural recording opportunities created by a novel therapeutic platform termed "stereotactic electroencephalography-informed deep brain stimulation" (stereo-EEG-informed DBS), as well as the powerful platform of intracranial stereotactic recording and stimulation in patients undergoing epilepsy surgical evaluation at Baylor College of Medicine. The sEEG-informed DBS trial provides unique opportunities for intracranial recording of affect-relevant network regions in patients with treatment-resistant depression (TRD). Recordings in identical regions in epilepsy patients who themselves often demonstrate mild-moderate depressive symptoms will provide a wide dynamic range across the symptom spectrum. To provide critical data on the spatiotemporal dynamics of socio-affective processing the investigators will leverage these two human intracranial recording and stimulation cohorts to study the precise structural, functional, and causal properties of the affective salience network. Greater understanding of the social processing circuitry mediated by the affective salience network may be used to drive therapeutic innovation, pioneering a new paradigm that improves socio-emotional function across a wide variety of neuropsychiatric conditions. The results from this proposal have the potential to improve the lives of patients with dysfunction in social affective processing, with implications for a wide range of neuropsychiatric diseases.
Study Type
INTERVENTIONAL
Allocation
NON_RANDOMIZED
Purpose
BASIC_SCIENCE
Masking
NONE
Enrollment
84
Boston Scientific Vercise DBS leads and 16-channel implanted pulse generators (IPGs) will be implanted to control the shape and size of stimulation
Baylor College of Medicine
Houston, Texas, United States
RECRUITINGNumber of streamlines connecting between intracranial stimulation volume and recording volumes.
To characterize structural connectivity using diffusion-weighted neuroimaging, we will calculate the outcome measures of the number of streamlines connecting target points.
Time frame: up to 8 weeks
Evoked potentials arising from stimulation.
To characterize short latency mono- or oligo-synaptic connections of the stimulation volumes to sEEG recording positions using the single pulse-evoked potentials (PEP) technique, the outcome measure will be the number of evoked potentials arising from applied stimulation.
Time frame: up to 8 weeks
Spectral band power during mood-relevant cognitive task.
We will characterize the electrophysiological function of the affective salience network via the outcome measure of local field potential recordings in terms of power spectral density during mood-relevant cognitive function.
Time frame: up to 12 weeks
Spectral band power following applied stimulation.
We will measure the outcome measure of local field potential power spectral density following the application of research stimulation.
Time frame: up to 8 weeks
Match score between spectral band power matrix of desired state and stimulation-evoked state.
We will implement a process of template-matching to align stimulation-evoked neural activity patterns with "desirable" neural state signatures, including natural and induced positive mood states, using spatiotemporal correlation matrix decomposition and machine learning dimensionality reduction. The outcome measure will be the degree of correlational match between desired state and various evoked states following stimulation.
Time frame: up to 12 weeks
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