Table 4 Definition and assignment of the model variables and parameters
Quantities | Definition | Assignment | |
---|---|---|---|
Domains | Ω | Breast tissue domain | Generated from pre-treatment anatomical MRI |
T | End time point of NAC procedure | Assigned based on clinical data | |
Variables | x | Spatial coordinate in breast tissue | Associated with spatial domain, x ∈ Ω |
t | Time | Associated with temporal domain, t ∈ [0, T] | |
N(x,t) | Tumor cell number | Initialized from pre-treatment DW-MRI measurement of tumor cellularity map22, computed via Eq. 1 from main text | |
D(x,t) | Diffusive mobility of tumor cells | Computed via Eq. 2 from main text | |
λi(x,t) | Death rate induced by the ith drug | Computed via Eq. 3 from main text, i = 1 and 2 for A/C, and i = 3 for Taxol | |
σ(x,t) | von Mises stress | Computed from gradient of N(x,t) based on breast tissue mechanical property22,66 | |
C(x) | Spatiotemporal distribution of ith drug | Assigned based on DCE-MRI22 | |
Ji | Total number of administrations of the ith drug | Assigned based on clinical data | |
τi,j | Time of the jth administration for the ith drug | Assigned based on clinical data | |
Parameters | k(x) | Proliferation rate of tumor cells | Locally calibrateda |
θ | Tumor cells carry capacity | Assigned based on empirical value22 | |
αi | Efficacy rate of the ith drug | Globally calibratedb | |
βi | Decay rate of the ith drug | Globally calibrated or sampled | |
D0 | Diffusion coefficient of tumor cells in the absence of mechanical restrictions | Globally calibrated | |
γ | Stress-tumor cell diffusion coupling constant | Assigned based on based on breast tissue mechanical property66 |