Research Article

Computational Modeling of Tumor Response to Vascular-Targeting Therapiesβ€”Part I: Validation

Table 1

Summary of variables and parameters used in the model.

VariableDefinition

𝑣 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of VEGF ( πœ‡ M)
π‘Ž 1 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of Ang-1 ( πœ‡ M)
π‘Ž 2 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of Ang-2 ( πœ‡ M)
π‘Ÿ 𝑣 0 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of unbound VEGFR-2 ( πœ‡ M)
π‘Ÿ π‘Ž 0 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of unbound Tie-2 ( πœ‡ M)
π‘Ÿ 𝑣 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of VEGFR-2 bound by VEGF ( πœ‡ M)
π‘Ÿ π‘Ž 1 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of Tie-2 bound by Ang-1 ( πœ‡ M)
π‘Ÿ π‘Ž 2 ( π‘₯ , 𝑦 , 𝑑 ) Concentration of Tie-2 bound by Ang-2 ( πœ‡ M)
𝑒 𝑖 ( π‘₯ , 𝑦 , 𝑑 ) EC indicator function
β„Ž 𝑖 ( π‘₯ , 𝑦 , 𝑑 ) Hypoxic cell indicator function
𝑝 𝑖 ( π‘₯ , 𝑦 , 𝑑 ) Proliferative cell indicator function
𝑛 𝑖 ( π‘₯ , 𝑦 , 𝑑 ) Necrotic cell indicator function
β„Ž ( π‘₯ , 𝑦 , 𝑑 ) Concentration of hypoxic cells ( πœ‡ M)

PDE parametersDefinitionValue

𝐷 𝑣 Diffusion coefficient of VEGF 𝐷 𝑣 = 3 . 6 Γ— 1 0 βˆ’ 4  mm2/h
𝐷 π‘Ž 2 Diffusion coefficient of Ang-2 𝐷 π‘Ž 2 = 3 . 6 Γ— 1 0 βˆ’ 4  mm2/h
𝑏 𝑣 Production rate of VEGF by hypoxic cells 𝑏 𝑣 = 0 . 0 5  hβˆ’1
𝑏 π‘Ž 1 Production rate of Ang-1 by ECs 𝑏 π‘Ž 1 = 0 . 0 1  hβˆ’1
𝑏 π‘Ž 2 Production rate of Ang-2 by ECs 𝑏 π‘Ž 2 = 0 . 0 8  hβˆ’1
𝑏 π‘Ž 2 Production rate of Ang-2 by hypoxic cells 𝑏 π‘Ž 2 = 0 . 0 5  hβˆ’1
πœ‡ 𝑣 Decay rate of VEGF πœ‡ 𝑣 = 0 . 0 0 1  hβˆ’1
πœ‡ π‘Ž 1 Decay rate of Ang-1 πœ‡ π‘Ž 1 = 0 . 0 0 3  hβˆ’1
πœ‡ π‘Ž 2 Decay rate of Ang-2 πœ‡ π‘Ž 2 = 0 . 0 0 2  hβˆ’1
π‘˜ 0 Association rate of VEGF/VEGFR-2 π‘˜ 0 = 4 6 . 8 πœ‡ Mβˆ’1Β·hβˆ’1
π‘˜ βˆ’ 0 Dissociation rate of VEGF/VEGFR-2 π‘˜ βˆ’ 0 = 0 . 2 2 6 8  hβˆ’1
π‘˜ 1 Association rate of Ang-1/Tie-2 π‘˜ 1 = 3 6 πœ‡ Mβˆ’1Β·hβˆ’1
π‘˜ βˆ’ 1 Dissociation rate of Ang-1/Tie-2 π‘˜ βˆ’ 1 = 0 . 1 3 3 2  hβˆ’1
π‘˜ 2 Association rate of Ang-2/Tie-2 π‘˜ 2 = 4 1 . 7 πœ‡ Mβˆ’1Β·hβˆ’1
π‘˜ βˆ’ 2 Dissociation rate of Ang-2/Tie-2 π‘˜ βˆ’ 2 = 0 . 1 0 8  hβˆ’1
𝐾 𝑣 Carrying capacity of VEGF 𝐾 𝑣 = 1 0 βˆ’ 2   πœ‡ M
𝐾 π‘Ž Carrying capacity of angiopoietins 𝐾 π‘Ž = 1 . 5 Γ— 1 0 βˆ’ 2   πœ‡ M
𝑒 0 Endothelial cell concentration per blood vessel 𝑒 0 = 1 0 βˆ’ 4   πœ‡ M

Treatment parametersDefinitionValue

𝑇 1 AI treatment parameter is 𝑏 𝑣 / 𝑇 1 𝑇 1 = 1 0 , 1 0 0 , 1 0 0 0
𝑇 2 Fraction of proliferative cells killed by cytotoxic agent 𝑇 2 = 0 . 2 4 , 0 . 3 4 , 0 . 4 4
𝑇 3 Fraction of angiogenic vessels destroyed by VDA 𝑇 3 = 0 . 1 , 0 . 3 , 0 . 6 , 0 . 9