A biophysical minimal model to investigate age-related changes in CA1 pyramidal cell electrical activity

被引:0
|
作者
McKiernan, Erin C. [1 ]
Herrera-Valdez, Marco A. [2 ]
Marrone, Diano F. [3 ,4 ]
机构
[1] Univ Nacl Autonoma Mexico, Fac Ciencias, Dept Fis, Mexico City, Mexico
[2] Univ Nacl Autonoma Mexico, Fac Ciencias, Dept Matemat, Lab Dinam, Mexico City, Mexico
[3] Wilfrid Laurier Univ, Dept Psychol, Waterloo, ON, Canada
[4] Univ Arizona, McKnight Brain Inst, Tucson, AZ USA
来源
PLOS ONE | 2024年 / 19卷 / 09期
基金
加拿大自然科学与工程研究理事会;
关键词
HIPPOCAMPAL-NEURONS; ALZHEIMERS-DISEASE; SODIUM CURRENT; CA2+ CHANNELS; K+ CURRENT; INTRINSIC EXCITABILITY; DEPENDENT MODULATION; SYNAPTIC PLASTICITY; DELAYED RECTIFIER; ACTION-POTENTIALS;
D O I
10.1371/journal.pone.0308809
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aging is a physiological process that is still poorly understood, especially with respect to effects on the brain. There are open questions about aging that are difficult to answer with an experimental approach. Underlying challenges include the difficulty of recording in vivo single cell and network activity simultaneously with submillisecond resolution, and brain compensatory mechanisms triggered by genetic, pharmacologic, or behavioral manipulations. Mathematical modeling can help address some of these questions by allowing us to fix parameters that cannot be controlled experimentally and investigate neural activity under different conditions. We present a biophysical minimal model of CA1 pyramidal cells (PCs) based on general expressions for transmembrane ion transport derived from thermodynamical principles. The model allows directly varying the contribution of ion channels by changing their number. By analyzing the dynamics of the model, we find parameter ranges that reproduce the variability in electrical activity seen in PCs. In addition, increasing the L-type Ca2+ channel expression in the model reproduces age-related changes in electrical activity that are qualitatively and quantitatively similar to those observed in PCs from aged animals. We also make predictions about age-related changes in PC bursting activity that, to our knowledge, have not been reported previously. We conclude that the model's biophysical nature, flexibility, and computational simplicity make it a potentially powerful complement to experimental studies of aging.
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页数:25
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