Back

Modeling Polarity Site Movement In Yeast Via Calcium-Mediated Regulation Of Gap Activity

Parikh, V.; Guan, K.

2022-12-20 systems biology
10.1101/2022.12.20.521256 bioRxiv
Show abstract

Symmetry-breaking polarization is a process that occurs in many cells. In budding yeast cells specifically, this polarization is possible due to the presence of a positive feedback loop, which allows for one and only one front to develop. Furthermore, in mating yeast cells the detection of pheromones plays a crucial role in the cells development of a polarity site; however, due to the microscopic size of yeast cells, there is often error in the initial polarity sites accuracy. As a result, yeast cells can correct their polarity site by allowing the GTP-Cdc42 cluster to "wander". This is typically considered as the indecisive phase of a cell. Recent studies have identified that cytosolic Ca2+ bursts, caused by sexual pheromones, increase the activity of GTPase-activating protein (GAP). This project tests this from a modeling perspective by adding a module of code to an already established positive feedback model that allows periodic spikes of GAP activity to occur. The model was successfully able to simulate the effects of calcium-mediated GAP spikes by portraying oscillating polarity sites and "wandering" polarity sites, using specific parameters based on biochemical data.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.