TY - JOUR
T1 - Local and nonlocal phase-field models of tumor growth and invasion due to ECM degradation
AU - Fritz, Marvin
AU - Lima, Ernesto A.B.F.
AU - Nikolić, Vanja
AU - Oden, J. Tinsley
AU - Wohlmuth, Barbara
N1 - Publisher Copyright:
© 2019 World Scientific Publishing Company.
PY - 2019/12/15
Y1 - 2019/12/15
N2 - We present and analyze new multi-species phase-field mathematical models of tumor growth and ECM invasion. The local and nonlocal mathematical models describe the evolution of volume fractions of tumor cells, viable cells (proliferative and hypoxic cells), necrotic cells, and the evolution of matrix-degenerative enzyme (MDE) and extracellular matrix (ECM), together with chemotaxis, haptotaxis, apoptosis, nutrient distribution, and cell-to-matrix adhesion. We provide a rigorous proof of the existence of solutions of the coupled system with gradient-based and adhesion-based haptotaxis effects. In addition, we discuss finite element discretizations of the model, and we present the results of numerical experiments designed to show the relative importance and roles of various effects, including cell mobility, proliferation, necrosis, hypoxia, and nutrient concentration on the generation of MDEs and the degradation of the ECM.
AB - We present and analyze new multi-species phase-field mathematical models of tumor growth and ECM invasion. The local and nonlocal mathematical models describe the evolution of volume fractions of tumor cells, viable cells (proliferative and hypoxic cells), necrotic cells, and the evolution of matrix-degenerative enzyme (MDE) and extracellular matrix (ECM), together with chemotaxis, haptotaxis, apoptosis, nutrient distribution, and cell-to-matrix adhesion. We provide a rigorous proof of the existence of solutions of the coupled system with gradient-based and adhesion-based haptotaxis effects. In addition, we discuss finite element discretizations of the model, and we present the results of numerical experiments designed to show the relative importance and roles of various effects, including cell mobility, proliferation, necrosis, hypoxia, and nutrient concentration on the generation of MDEs and the degradation of the ECM.
KW - ECM degradation
KW - Tumor growth
KW - energy method
KW - existence of solutions
KW - finite elements
KW - nonlocal adhesion
UR - http://www.scopus.com/inward/record.url?scp=85074189141&partnerID=8YFLogxK
U2 - 10.1142/S0218202519500519
DO - 10.1142/S0218202519500519
M3 - Article
AN - SCOPUS:85074189141
SN - 0218-2025
VL - 29
SP - 2433
EP - 2468
JO - Mathematical Models and Methods in Applied Sciences
JF - Mathematical Models and Methods in Applied Sciences
IS - 13
ER -