Here I detail the SSA for a detailed model of nascent RNA (nRNA), that incorporates:
- nRNA production rate
rho
, - delayed nRNA degradation at time
tau
, - on/off gene switching at rates
sigma_on
andsigma_off
, - hopping rate between the cell cycle stages
k
, - number of cell cycle stages
N_0
, - the fraction denoting the gene dosage compensation after gene replication
kappa
.
The output of the SSA here is the number of nRNA at some time t
. Note that the gene is assumed to replicate at stage int(N/2)
, after which the transcription rate of each gene becomes kappa x rho
. The different stages of the cell cycle pass with exponentially distributed waiting times at rate k
. After cell cycle stage N (need a diagram for this) cell division occurs and the only one (random) copy of the gene remains, keeping only the nRNA that gene produced.
@Prashant: to run the simulation code see the example in Cell-cycle-example.ipynb
.
Could later on incorporate an RNAp description, being produced at some rate and only removed via dilution at the binomial partitioning that occurs at cell division.