Mathematical Modeling of PI3K/Akt Pathway in Microglia

Author:

Poshtkohi Alireza1,Wade John2,McDaid Liam3,Liu Junxiu4,Dallas Mark L.5,Bithell Angela6

Affiliation:

1. School of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield, Hertfordshire, U.K. a.poshtkohi@herts.ac.uk

2. School of Computing, Engineering and Intelligent Systems, University of Ulster, Londonderry, U.K. jj.wade@ulster.ac.uk

3. School of Computing, Engineering and Intelligent Systems, University of Ulster, Londonderry, U.K. lj.mcdaid@ulster.ac.uk

4. School of Computing, Engineering and Intelligent Systems, University of Ulster, Londonderry, U.K. j.liu16@ulster.ac.uk

5. School of Pharmacy, University of Reading, Reading, U.K. m.dallas@reading.ac.uk

6. School of Pharmacy, University of Reading, Reading, U.K. a.bithell@reading.ac.uk

Abstract

Abstract The motility of microglia involves intracellular signaling pathways that are predominantly controlled by changes in cytosolic Ca2+ and activation of PI3K/Akt (phosphoinositide-3-kinase/protein kinase B). In this letter, we develop a novel biophysical model for cytosolic Ca2+ activation of the PI3K/Akt pathway in microglia where Ca2+ influx is mediated by both P2Y purinergic receptors (P2YR) and P2X purinergic receptors (P2XR). The model parameters are estimated by employing optimization techniques to fit the model to phosphorylated Akt (pAkt) experimental modeling/in vitro data. The integrated model supports the hypothesis that Ca2+ influx via P2YR and P2XR can explain the experimentally reported biphasic transient responses in measuring pAkt levels. Our predictions reveal new quantitative insights into P2Rs on how they regulate Ca2+ and Akt in terms of physiological interactions and transient responses. It is shown that the upregulation of P2X receptors through a repetitive application of agonist results in a continual increase in the baseline [Ca2+], which causes the biphasic response to become a monophasic response which prolongs elevated levels of pAkt.

Publisher

MIT Press

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3