TY - JOUR
T1 - Analytical Models of Intra- and Extratumoral Cell Interactions at Avascular Stage of Growth in the Presence of Targeted Chemotherapy
AU - Lavrenteva, Evgeniia
AU - Theodoropoulos, Constantinos
AU - Binns, Michael
N1 - Publisher Copyright:
© 2023 by the authors.
PY - 2023/3
Y1 - 2023/3
N2 - In this study, we propose a set of nonlinear differential equations to model the dynamic growth of avascular stage tumors, considering nutrient supply from underlying tissue, innate immune response, contact inhibition of cell migration, and interactions with a chemotherapeutic agent. The model has been validated against available experimental data from the literature for tumor growth. We assume that the size of the modeled tumor is already detectable, and it represents all clinically observed existent cell populations; initial conditions are selected accordingly. Numerical results indicate that the tumor size and regression significantly depend on the strength of the host immune system. The effect of chemotherapy is investigated, not only within the malignancy, but also in terms of the responding immune cells and healthy tissue in the vicinity of a tumor.
AB - In this study, we propose a set of nonlinear differential equations to model the dynamic growth of avascular stage tumors, considering nutrient supply from underlying tissue, innate immune response, contact inhibition of cell migration, and interactions with a chemotherapeutic agent. The model has been validated against available experimental data from the literature for tumor growth. We assume that the size of the modeled tumor is already detectable, and it represents all clinically observed existent cell populations; initial conditions are selected accordingly. Numerical results indicate that the tumor size and regression significantly depend on the strength of the host immune system. The effect of chemotherapy is investigated, not only within the malignancy, but also in terms of the responding immune cells and healthy tissue in the vicinity of a tumor.
KW - avascular tumor
KW - chemotherapy
KW - computer modeling
KW - nutrient supply
KW - partial differential equations
KW - tumor growth model
KW - tumor–immune interaction
UR - http://www.scopus.com/inward/record.url?scp=85151655394&partnerID=8YFLogxK
U2 - 10.3390/bioengineering10030385
DO - 10.3390/bioengineering10030385
M3 - Article
AN - SCOPUS:85151655394
SN - 2306-5354
VL - 10
JO - Bioengineering
JF - Bioengineering
IS - 3
M1 - 385
ER -