TY - GEN
T1 - Effects of Phase-dependent Stimulation on Hippocampal Oscillations
T2 - 11th International IEEE/EMBS Conference on Neural Engineering, NER 2023
AU - Lee, Hsin Pei
AU - Sattar, Heba
AU - Anderson, William S.
AU - Salimpour, Yousef
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - The important role of phase-amplitude coupling (PAC) between brain oscillations of different rhythms may imply possibly promising effects for phase-dependent neuromodulation techniques to treat neurological disorders. In particular, the theta-gamma PAC correlates with significant and complex cognitive functions. Computational models serve as convenient tools to overcome in vivo and in vitro limitations. Using a hippocampal computational model in the NEURON and Python environments, we delivered carefully timed current injections to the cells in the network at the harmonics of the network's peak theta band frequency. Each applied stimulus was categorized by its corresponding phase angle, and the stimulation effects on the network activity were analyzed. By analyzing the local field potential and bandpass power amplitudes, we demonstrated enhancement and depression of the theta band depending on the phase of the stimulus. Applying stimulation before the peak phase consistently amplified the the theta band while stimulating immediately after the peak phase consistently suppressed network activity. Further study is required to understand the continuous effects of phase-locked stimulation with a closed-loop stimulator and their implications for human and animal models of rhythmic neural activity. These results demonstrate the capacity of phase-dependent stimulation to modulate neuronal oscillations, which could allow for applications in the treatment of neurological disorders associated with abnormal oscillations, such as Alzheimer's disease. Clinical Relevance- Analyzing the origins of neuronal oscillations and developing a brain stimulation technique for modulating the level of oscillations can facilitate the development of novel treatment methods such as phase-dependent neuromodulation systems for neurological disorders associated with abnormal oscillations.
AB - The important role of phase-amplitude coupling (PAC) between brain oscillations of different rhythms may imply possibly promising effects for phase-dependent neuromodulation techniques to treat neurological disorders. In particular, the theta-gamma PAC correlates with significant and complex cognitive functions. Computational models serve as convenient tools to overcome in vivo and in vitro limitations. Using a hippocampal computational model in the NEURON and Python environments, we delivered carefully timed current injections to the cells in the network at the harmonics of the network's peak theta band frequency. Each applied stimulus was categorized by its corresponding phase angle, and the stimulation effects on the network activity were analyzed. By analyzing the local field potential and bandpass power amplitudes, we demonstrated enhancement and depression of the theta band depending on the phase of the stimulus. Applying stimulation before the peak phase consistently amplified the the theta band while stimulating immediately after the peak phase consistently suppressed network activity. Further study is required to understand the continuous effects of phase-locked stimulation with a closed-loop stimulator and their implications for human and animal models of rhythmic neural activity. These results demonstrate the capacity of phase-dependent stimulation to modulate neuronal oscillations, which could allow for applications in the treatment of neurological disorders associated with abnormal oscillations, such as Alzheimer's disease. Clinical Relevance- Analyzing the origins of neuronal oscillations and developing a brain stimulation technique for modulating the level of oscillations can facilitate the development of novel treatment methods such as phase-dependent neuromodulation systems for neurological disorders associated with abnormal oscillations.
KW - Neuron model
KW - closed-loop neuromodulation
KW - phase-amplitude coupling
KW - phase-dependent stimulation
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U2 - 10.1109/NER52421.2023.10123840
DO - 10.1109/NER52421.2023.10123840
M3 - Conference contribution
AN - SCOPUS:85160616579
T3 - International IEEE/EMBS Conference on Neural Engineering, NER
BT - 11th International IEEE/EMBS Conference on Neural Engineering, NER 2023 - Proceedings
PB - IEEE Computer Society
Y2 - 25 April 2023 through 27 April 2023
ER -