A biophysical minimal model to investigate age-related changes in CA1 pyramidal cell electrical activity
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作者:
McKiernan, Erin C.
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Univ Nacl Autonoma Mexico, Fac Ciencias, Dept Fis, Mexico City, MexicoUniv Nacl Autonoma Mexico, Fac Ciencias, Dept Fis, Mexico City, Mexico
McKiernan, Erin C.
[1
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Herrera-Valdez, Marco A.
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Univ Nacl Autonoma Mexico, Fac Ciencias, Dept Matemat, Lab Dinam, Mexico City, MexicoUniv Nacl Autonoma Mexico, Fac Ciencias, Dept Fis, Mexico City, Mexico
Herrera-Valdez, Marco A.
[2
]
Marrone, Diano F.
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Wilfrid Laurier Univ, Dept Psychol, Waterloo, ON, Canada
Univ Arizona, McKnight Brain Inst, Tucson, AZ USAUniv Nacl Autonoma Mexico, Fac Ciencias, Dept Fis, Mexico City, Mexico
Marrone, Diano F.
[3
,4
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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
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.
机构:
Tarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, IranTarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, Iran
Ghasemi, Zahra
Naderi, Nima
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Shahid Beheshti Univ Med Sci, Sch Pharm, Dept Pharmacol & Toxicol, Tehran, IranTarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, Iran
Naderi, Nima
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Shojaei, Amir
Ahmadirad, Nooshin
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Tarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, IranTarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, Iran
Ahmadirad, Nooshin
Raoufy, Mohammad Reza
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Tarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, IranTarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, Iran
Raoufy, Mohammad Reza
Mirnajafi-Zadeh, Javad
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Tarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, IranTarbiat Modares Univ, Dept Physiol, Fac Med Sci, POB 14115-331, Tehran, Iran