Electro-Mechanical Ionic Channel Modeling for Uterine Contractions and Oxytocin Effect during Pregnancy
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作者:
Lin, Yiqi
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Washington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USAWashington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
Lin, Yiqi
[1
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Zhang, Mengxue
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机构:
Bayer Co, Decis Sci, St Louis, MO 63146 USAWashington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
Zhang, Mengxue
[2
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La Rosa, Patricio S.
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Bayer Co, Decis Sci, St Louis, MO 63146 USAWashington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
La Rosa, Patricio S.
[2
]
Wilson, James D.
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Univ Arkansas, Grad Inst Technol, Little Rock, AR 72204 USAWashington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
Wilson, James D.
[3
]
Nehorai, Arye
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Washington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USAWashington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
Nehorai, Arye
[1
]
机构:
[1] Washington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
[2] Bayer Co, Decis Sci, St Louis, MO 63146 USA
[3] Univ Arkansas, Grad Inst Technol, Little Rock, AR 72204 USA
Uterine contractions during normal pregnancy and preterm birth are an important physiological activity. Although the cause of preterm labor is usually unknown, preterm birth creates very serious health concerns in many cases. Therefore, understanding normal birth and predicting preterm birth can help both newborn babies and their families. In our previous work, we developed a multiscale dynamic electrophysiology model of uterine contractions. In this paper, we mainly focus on the cellular level and use electromyography (EMG) and cell force generation methods to construct a new ionic channel model and a corresponding mechanical force model. Specifically, the ionic channel model takes into consideration the knowledge of individual ionic channels, which include the electrochemical and bioelectrical characteristics of individual myocytes. We develop a new sodium channel and a new potassium channel based on the experimental data from the human myometrium and the average correlations are 0.9946 and 0.9945, respectively. The model is able to generate the single spike, plateau type and bursting type of action potentials. Moreover, we incorporate the effect of oxytocin on changing the properties of the L-type and T-type calcium channels and further influencing the output action potentials. In addition, we develop a mechanical force model based on the new ionic channel model that describes the detailed ionic dynamics. Our model produces cellular mechanical force that propagates to the tissue level. We illustrate the relationship between the cellular mechanical force and the intracellular ionic dynamics and discuss the relationship between the application of oxytocin and the output mechanical force. We also propose a simplified version of the model to enable large scale simulations using sensitivity analysis method. Our results show that the model is able to reproduce the bioelectrical and electromechanical characteristics of uterine contractions during pregnancy.
机构:
Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, JapanOsaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Tahara, Mie
Nakai, Yuichiro
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Nakai, Yuichiro
Yasui, Tomoyo
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Yasui, Tomoyo
Nishimoto, Sachiyo
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Nishimoto, Sachiyo
Nakano, Akemi
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Nakano, Akemi
Matsumoto, Makiko
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Matsumoto, Makiko
Nobeyama, Hiroyuki
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Nobeyama, Hiroyuki
Nishihara, Rika
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机构:
Nagara Natl Med Ctr, Dept Perinatal Med, Osaka, JapanOsaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Nishihara, Rika
Iwanaga, Naoko
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机构:
Natl Cardiovasc Ctr, Dept Obstet & Gynecol, Osaka, JapanOsaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan
Iwanaga, Naoko
Ishiko, Osamu
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机构:Osaka City Univ, Grad Sch Med, Dept Obstet & Gynecol, Abeno Ku, Osaka 5458585, Japan