Abstract
Calcium dynamics lie at the heart of many adaptive cellular signals and are thus tightly controlled. While the importance of calcium in immune cell modulation has long been known, it is only in recent studies that immune cell differentiation, maturation and response to T cell receptor signaling, have been linked to the dynamics of calcium. Postantigen binding calcium signaling is controlled by the release of internal stores from the endoplasmatic reticulum (ER) and the opening of channels in the plasma membrane (PM). The release of calcium from the ER allow the stromal interaction molecule 1s (STIM1s) to dimerize and localize at the ER-PM junction where they are then able to bind to calcium releaseactivated calcium channel protein 1s (Orai1s) at the PM. This causes the Orai1 channels to become permeable to calcium, causing a flux across the membrane. It is unclear if STIM1 and Orai1 are directed to bind by some signaling mechanism or simply co-localize because of normal diffusion constraints of molecular motion. We here present a stochastic model of STIM1 and Orai1 movement and interaction and relate them to observed patterns seen pre and post activation of the T cell receptor. With this simulation we have taken a sampling rate of molecule locations, similar to experimental observation, and determined observed rates of diffusion based on individual molecules that we simulated within our analysis. Thanks to our mode of simulation, we can model how the movement of individual molecules and the influx of calcium appear at the population level post T cell stimulation. Through our model, we find that diffusion trap mechanics are sufficient to describe the observed STIM accumulation at the ER-PM junction and that the boundary conditions of a diffusion trap and the decrease in diffusion due to STIM-Orai conjugate formations could account fully for the observed decrease in the rate of STIM motion after ER calcium release.
Original language | English |
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Title of host publication | International Workshop on Artificial Immune Systems, AIS 2015/ICSI3 2015 - Systems Immunology, Immunoinformatics and Immune-computation |
Subtitle of host publication | Immunology without Borders, Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9781509002986 |
DOIs | |
State | Published - 11 May 2016 |
Externally published | Yes |
Event | International Workshop on Artificial Immune Systems, AIS 2015 - Taormina, Sicily, Italy Duration: 17 Jul 2015 → 18 Jul 2015 |
Publication series
Name | International Workshop on Artificial Immune Systems, AIS 2015/ICSI3 2015 - Systems Immunology, Immunoinformatics and Immune-computation: Immunology without Borders, Proceedings |
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Conference
Conference | International Workshop on Artificial Immune Systems, AIS 2015 |
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Country/Territory | Italy |
City | Taormina, Sicily |
Period | 17/07/15 → 18/07/15 |
Bibliographical note
Publisher Copyright:© 2015 IEEE.
Keywords
- ORAI
- STIM
- calcium
- differentiation
- diffusion trap
- stochastic modeling
- thymocytes
ASJC Scopus subject areas
- Computer Networks and Communications
- Immunology
- Health Informatics
- Immunology and Allergy