TY - JOUR
T1 - Energy cost of action potential generation and propagation in thalamocortical relay neurons during deep brain stimulation
AU - Yi, Guosheng
AU - Wang, Jiang
AU - Wei, Xile
AU - Che, Yanqiu
N1 - Funding Information:
Manuscript received August 31, 2018; revised December 1, 2018; accepted March 15, 2019. Date of publication March 27, 2019; date of current version November 20, 2019. This work was supported in part by the National Natural Science Foundation of China under Grant 61601320, in part by the Tianjin University PEIYANG Scholar—Reserved Academic Program under Project 2019XRG-0051, and in part by the Tianjin Municipal Special Program of Talents Development for Excellent Youth Scholars under Grant TJTZJH-QNBJRC-2-21. (Corresponding authors: Jiang Wang; Yanqiu Che.) G. Yi is with the School of Electrical and Information Engineering, Tianjin University, and also with the Department of Biomedical Engineering, Duke University.
Publisher Copyright:
© 1964-2012 IEEE.
PY - 2019/12
Y1 - 2019/12
N2 - Thalamocortical (TC) relay neurons generate antidromic and orthodromic action potentials (APs) during thalamic deep brain stimulation (DBS). To maintain signaling, each AP requires Na+/K+ pump to expend adenosine triphosphate (ATP) to restore Na+ and K+ gradients. Our aim was to estimate the energy demand associated with AP generation and propagation within TC relay cells during DBS. We used a morphology-based computational model to simulate the APs at different locations. We determined AP energy cost by calculating the amount of ATP required to reverse Na+ influx during the spike and measured metabolic efficiency by using Na+/K+ charge overlap. The ATP cost for AP generation exhibited location dependence, which was determined by spike shape, spatial morphology, and heterogeneously distributed currents. The APs in the axonal initial segment (AIS) were energetically efficient, but backpropagation to the soma and forward propagation to the axon were inefficient. Due to large surface area, the soma and AIS dominated the overall ATP usage. The AP cost also depended on membrane potential, which controlled T-Type Ca2+ conductance and degree of availability of Na+ and K+ channels. The excitatory/inhibitory synaptic inputs affected spike cost by increasing/reducing the excitability of local cells. There was a tradeoff between AP cost and firing rate at high firing frequencies. We explained a fundamental link between biophysics of ionic currents, spatial morphology of neural segments, and ATP cost per AP. The predictions should be considered when understanding the functional magnetic resonance imaging data of thalamic DBS.
AB - Thalamocortical (TC) relay neurons generate antidromic and orthodromic action potentials (APs) during thalamic deep brain stimulation (DBS). To maintain signaling, each AP requires Na+/K+ pump to expend adenosine triphosphate (ATP) to restore Na+ and K+ gradients. Our aim was to estimate the energy demand associated with AP generation and propagation within TC relay cells during DBS. We used a morphology-based computational model to simulate the APs at different locations. We determined AP energy cost by calculating the amount of ATP required to reverse Na+ influx during the spike and measured metabolic efficiency by using Na+/K+ charge overlap. The ATP cost for AP generation exhibited location dependence, which was determined by spike shape, spatial morphology, and heterogeneously distributed currents. The APs in the axonal initial segment (AIS) were energetically efficient, but backpropagation to the soma and forward propagation to the axon were inefficient. Due to large surface area, the soma and AIS dominated the overall ATP usage. The AP cost also depended on membrane potential, which controlled T-Type Ca2+ conductance and degree of availability of Na+ and K+ channels. The excitatory/inhibitory synaptic inputs affected spike cost by increasing/reducing the excitability of local cells. There was a tradeoff between AP cost and firing rate at high firing frequencies. We explained a fundamental link between biophysics of ionic currents, spatial morphology of neural segments, and ATP cost per AP. The predictions should be considered when understanding the functional magnetic resonance imaging data of thalamic DBS.
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U2 - 10.1109/TBME.2019.2906114
DO - 10.1109/TBME.2019.2906114
M3 - Article
C2 - 30932816
AN - SCOPUS:85075805399
SN - 0018-9294
VL - 66
SP - 3457
EP - 3471
JO - IRE transactions on medical electronics
JF - IRE transactions on medical electronics
IS - 12
M1 - 8675303
ER -