Mathematical Modeling of PI3K/Akt Pathway in Microglia

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/A...

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Veröffentlicht in:Neural computation 2024-03, Vol.36 (4), p.645-676
Hauptverfasser: Poshtkohi, Alireza, Wade, John, McDaid, Liam, Liu, Junxiu, Dallas, Mark L, Bithell, Angela
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container_end_page 676
container_issue 4
container_start_page 645
container_title Neural computation
container_volume 36
creator Poshtkohi, Alireza
Wade, John
McDaid, Liam
Liu, Junxiu
Dallas, Mark L
Bithell, Angela
description 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.
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subjects Adenosine Triphosphate - metabolism
Calcium - metabolism
Calcium ions
Kinases
Microglia - metabolism
Optimization techniques
Parameter estimation
Phosphatidylinositol 3-Kinases - metabolism
Proto-Oncogene Proteins c-akt - metabolism
Receptors
Receptors, Purinergic - metabolism
Transient response
title Mathematical Modeling of PI3K/Akt Pathway in Microglia
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