Table 1 Variables and parameters used in ODE model and implicit calibration model.

From: Non-antibiotic pharmaceuticals enhance the transmission of exogenous antibiotic resistance genes through bacterial transformation

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