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. 2020 May 18;14(8):2179–2196. doi: 10.1038/s41396-020-0679-2

Table 1.

Variables and parameters used in ODE model and implicit calibration model.

Symbol Description
Model variables
N0 Number of wild-type A. baylyi
N1 Number of transformant, A. baylyi with pWH1266 plasmid
P Number of free plasmid
t Time (h)
Model parameters
r0 Growth rate of N0, set as 0.2
r1 Growth rate of N1, set as 0.2
d0 Death rate of N0
d1 Death rate of N1
K Carrying capacity of the environment, set as 109
μ Transformation frequency
λ Copy number of plasmid in transformant
θ Decay rate of free plasmid in environment
α Weight factor of the error between simulation and observation values of N0
β Weight factor of the error between simulation and observation values of N1
Calibration parameters
μref Reference value of transformation frequency, 108
dref Reference value of death rate, 0.0125
Kμ Scale factor of transformation frequency
Kd Scale factor of death rate
Kμ* Optimal scale factor of transformation frequency
Kd* Optimal scale factor of death rate
 LBμ Lower bound of Kμ
 UBμ Upper bound of Kμ
 LBd Lower bound of Kd
 UBd Upper bound of Kd