An Agent-Based Model (ABM) of glioblastoma infiltration into surrounding healthy brain tissue is presented. The model incorporates variable cell movement rates and replication rates depending on internal energy levels, thus representing the history of residency of the cells in the energy-poor core or energy-rich edge regions of the original tumor spheroid. The model is able to reproduce the fragmented infiltration front of glioblastoma and is quantitatively consistent with reported data of glioblastoma growth and spread. While basic, the model can be easily expanded to include different cell sub-populations, study the interaction of tumor and immune system and explore different treatment scenarios with a view to personalized therapy.
An Agent-Based Model of Glioblastoma Infiltration
Marcello Pompa;Simona Panunzi;Alessandro Borri;Andrea De Gaetano
2023
Abstract
An Agent-Based Model (ABM) of glioblastoma infiltration into surrounding healthy brain tissue is presented. The model incorporates variable cell movement rates and replication rates depending on internal energy levels, thus representing the history of residency of the cells in the energy-poor core or energy-rich edge regions of the original tumor spheroid. The model is able to reproduce the fragmented infiltration front of glioblastoma and is quantitatively consistent with reported data of glioblastoma growth and spread. While basic, the model can be easily expanded to include different cell sub-populations, study the interaction of tumor and immune system and explore different treatment scenarios with a view to personalized therapy.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.