The project examines electroencephalography, MRI, and behavioral measures indexing flexibility (critical state dynamics) in the brain when healthy young adults do demanding cognitive tasks, and in response to transcranial magnetic stimulation.
The healthy human brain is a complex, dynamical system which is hypothesized to operate, at rest, near a phase transition - at the boundary between order and chaos. Proximity to this critical point is functionally adaptive as it affords maximal flexibility, dynamic range, and information transmission capacity, with implications for short term memory and cognitive control. Divergence from this critical point has become correlated with diverse forms of psychopathology and neuropathy suggesting that distance from a critical point is both a potential biomarker of disorder and also a target for intervention in disordered brains. The Investigators have further hypothesized that task performance depends on how closely brains operate to criticality during task performance and also that subjective cognitive effort is a reflection of divergence from criticality, induced by engagement with demanding tasks. A key control parameter determining distance from criticality in a resting brain is hypothesized to be the balance of cortical excitation to inhibition (the "E/I balance"). Transcranial magnetic stimulation is a widely used experimental and clinical tool for neuromodulation and theta-burst stimulation (TBS) protocols are thought to modulate the E/I balance. Here the Investigators test whether cortical dynamics can be systematically modulated away from the critical point with continuous theta-burst stimulation (cTBS) and intermittent theta-burst stimulation (iTBS), which is thought to decrease and increase E/I balance, respectively. Depending on baseline E/I balance prior to stimulation, this will make people's brains either operate closer to, or farther away from critiality and thereby impact on cognitive control and subjective cognitive effort during performance of control-demanding tasks.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
BASIC_SCIENCE
Masking
DOUBLE
Enrollment
60
The study intervention involves modulation of cortical excitation to inhibition (E/I) balance in the right frontal eye field (FEF) by means of 2 trains of spaced continuous or intermittent theta burst stimulation (cTBS, iTBS, respectively) using a transcranial magnetic stimulation device. The endpoint of this stimulation will be a decrease (cTBS) or increase (iTBS) in the local E/I ratio that should last at least 60 minutes post-stimulation (Chung et al., 2016). In separate sessions, all participants will receive either active or stimulation to the FEF. The Investigators will contrast the effects of both iTBS and cTBS to sham stimulation and to each other.
Center for Advanced Human Brain Imaging Research
Piscataway, New Jersey, United States
RECRUITINGCritical dynamics - immediate effects of cTBS versus sham stimulation
Long-range temporal correlations quantified by the scaling exponent, which is derived from EEG data, via detrended fluctuation analysis. Scores range from 0.5 (uncorrelated time series) to 1.0 (correlated time series). Lower scores, indicating weaker correlations, are expected following active continuous theta burst stimulation (cTBS) versus sham stimulation. So, the difference score should be negative, indicating weaker long-range temporal correlations as a result of cTBS, immediately after stimulation.
Time frame: Change in correlations recorded during rest, immediately after stimulation, for active versus sham stimulation.
Functional E/I balance - immediate effects of cTBS versus sham stimulation
The functional E/I ratio, which is derived from a comparison of band-limited amplitude to the fluctuation function, reflects the balance of excitation versus inhibition driving the associated oscillations. Scores range from approximately 0.5 to 1.5 with values below 1.0 indicating inhibition dominance and values above 1.0 indicating excitation dominance. Lower scores, indicating more inhibition dominance, are expected following active continuous theta burst stimulation (cTBS) versus sham stimulation. So, the difference score should be negative, indicating a lower E/I balance as a result of cTBS, immediately after stimulation.
Time frame: Change in the functional E/I balance recorded during rest, immediately after stimulation, for active versus sham stimulation.
Avalanche branching ratio - immediate effects of cTBS versus sham stimulation
The growth rate of neuronal avalanches can be estimated from the clustering of high amplitude events in in electroencephalography (EEG) signal. Faster growing avalanches correspond with tighter clustering of events in time. Scores range from approximately 0.5 to 1.5 with values below 1.0 indicating inhibition dominance and values above 1.0 indicating excitation dominance. Lower scores, indicating more inhibition dominance, are expected following active continuous theta burst stimulation (cTBS) versus sham stimulation. So, the difference score should be negative, indicating a lower E/I balance as a result of cTBS, immediately after stimulation.
Time frame: Change in the avalanche branching ratio recorded during rest, immediately after stimulation, for active versus sham stimulation.
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Critical dynamics - immediate effects of iTBS versus sham stimulation
Long-range temporal correlations quantified by the scaling exponent, which is derived from EEG data, via detrended fluctuation analysis. Scores range from 0.5 (uncorrelated time series) to 1.0 (correlated time series). Higher scores, indicating stronger correlations, are expected following active intermittent theta burst stimulation (iTBS) versus sham stimulation. So, the difference score should be positive, indicating stronger long-range temporal correlations as a result of iTBS, immediately after stimulation.
Time frame: Change in correlations recorded during rest, immediately after stimulation, for active versus sham stimulation.
Functional E/I balance - immediate effects of iTBS versus sham stimulation
The functional E/I ratio, which is derived from a comparison of band-limited amplitude to the fluctuation function, reflects the balance of excitation versus inhibition driving the associated oscillations. Scores range from approximately 0.5 to 1.5 with values below 1.0 indicating inhibition dominance and values above 1.0 indicating excitation dominance. Higher scores, indicating more excitation dominance, are expected following active intermittent theta burst stimulation (iTBS) versus sham stimulation. So, the difference score should be positive, indicating a higher E/I balance as a result of iTBS, immediately after stimulation.
Time frame: Change in the functional E/I balance recorded during rest, immediately after stimulation, for active versus sham stimulation.
Avalanche branching ratio - immediate effects of iTBS versus sham stimulation
The growth rate of neuronal avalanches can be estimated from the clustering of high amplitude events in in electroencephalography (EEG) signal. Faster growing avalanches correspond with tighter clustering of events in time. Scores range from approximately 0.5 to 1.5 with values below 1.0 indicating inhibition dominance and values above 1.0 indicating excitation dominance. Higher scores, indicating more excitation dominance, are expected following active intermittent theta burst stimulation (iTBS) versus sham stimulation. So, the difference score should be positive, indicating a higher E/I balance as a result of iTBS, immediately after stimulation.
Time frame: Change in the avalanche branching ratio recorded during rest, immediately after stimulation, for active versus sham stimulation.
Memory-guided saccade accuracy - effects of cTBS versus sham stimulation
Accuracy on the memory-guided saccade task, as quantified by mean degrees of visual angle deviation typically range from \~1.0 to 5.0 degrees, with higher scores indicating higher inaccuracy. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. Because criticality implies susceptibility and flexibility, stimulation protocols which make the FEF operate closer to criticality, relative to sham stimulation, will show bigger errors in degrees of visual angle.
Time frame: Change in degrees of visual angle error estimated 44 minutes after stimulation, for cTBS versus sham stimulation.
Memory-guided saccade accuracy - effects of iTBS versus sham stimulation
Accuracy on the memory-guided saccade task, as quantified by mean degrees of visual angle deviation typically range from \~1.0 to 5.0 degrees, with higher scores indicating higher inaccuracy. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. Because criticality implies susceptibility and flexibility, stimulation protocols which make the FEF operate closer to criticality, relative to sham stimulation, will show bigger errors in degrees of visual angle.
Time frame: Change in degrees of visual angle error estimated 44 minutes after stimulation, for iTBS versus sham stimulation.
Anti-saccade accuracy - effects of cTBS versus sham stimulation
Accuracy on the anti-saccade task, as quantified by mean percent of correct saccades away from a cue typically ranges between 80% and 100% correct. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. Because criticality implies greater inter-regional communication between top-down control regions and sensorimotor cortex, stimulation protocols which make the FEF operate closer to criticality, relative to sham stimulation, will a higher perfect increase in accuracy as a result of stimulation.
Time frame: Change in percent accuracy estimated 12 minutes after stimulation, for cTBS versus sham stimulation.
Anti-saccade accuracy - effects of iTBS versus sham stimulation
Accuracy on the anti-saccade task, as quantified by mean percent of correct saccades away from a cue typically ranges between 80% and 100% correct. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. Because criticality implies greater inter-regional communication between top-down control regions and sensorimotor cortex, stimulation protocols which make the FEF operate closer to criticality, relative to sham stimulation, will a higher perfect increase in accuracy as a result of stimulation.
Time frame: Change in percent accuracy estimated 12 minutes after stimulation, for iTBS versus sham stimulation.
Subjective effort discounting - cTBS versus sham stimulation
Subjective values as estimated from an effort discounting procedure as a discounted offer ranging from 0.0 (full effort discounting) to 1.0 (no effort discounting). Lower values indicate that people find subjective effort to be more costly. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. We hypothesize that divergence from criticality underlies phenomenological effort. So, we predict that stimulation which makes people's brains operate closer to criticality relative to sham will experience less effort and have a higher subjective value.
Time frame: Change in subjective value estimated 72 minutes after stimulation, for cTBS versus sham stimulation.
Subjective effort discounting - iTBS versus sham stimulation
Subjective values as estimated from an effort discounting procedure as a discounted offer ranging from 0.0 (full effort discounting) to 1.0 (no effort discounting). Lower values indicate that people find subjective effort to be more costly. Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. We hypothesize that divergence from criticality underlies phenomenological effort. So, we predict that stimulation which makes people's brains operate closer to criticality relative to sham will experience less effort and have a higher subjective value.
Time frame: Change in subjective value estimated 72 minutes after stimulation, for iTBS versus sham stimulation.
Subjective effort rating - cTBS versus sham stimulation
Likert ratings of subjective effort randing from 1 (low effort) to 10 (high effort). Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. We hypothesize that divergence from criticality underlies phenomenological effort. So, we predict that stimulation which makes people's brains operate closer to criticality relative to sham will experience less effort and have a higher subjective value.
Time frame: Change in subjective value estimated 70 minutes after stimulation, for cTBS versus sham stimulation.
Subjective effort rating - iTBS versus sham stimulation
Likert ratings of subjective effort randing from 1 (low effort) to 10 (high effort). Theta burst stimulation to the FEF should modulate cortical excitability making the FEF in some people's brains operate closer to criticality, and in others' brains, operate farther from criticality. We hypothesize that divergence from criticality underlies phenomenological effort. So, we predict that stimulation which makes people's brains operate closer to criticality relative to sham will experience less effort and have a higher subjective value.
Time frame: Change in subjective value estimated 70 minutes after stimulation, for iTBS versus sham stimulation.