TY - JOUR
T1 - A modeling platform for the lymphatic system
AU - Ruiz-Ramírez, Javier
AU - Ziemys, Arturas
AU - Dogra, Prashant
AU - Ferrari, Mauro
N1 - Funding Information:
Mauro Ferrari gratefully acknowledges support through NIH/NCI center grant U54CA210181, NIH/NCI NIH/NCI R01CA222959, and his Ernest Cockrell Jr. Presidential Distinguished Chair at Houston Methodist Research Institute.
Funding Information:
Mauro Ferrari gratefully acknowledges support through NIH/NCI center grant U54CA210181, NIH/NCI NIH/NCI R01CA222959, and his Ernest Cockrell Jr. Presidential Distinguished Chair at Houston Methodist Research Institute.
Publisher Copyright:
© 2020 Elsevier Ltd
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/5/21
Y1 - 2020/5/21
N2 - We present a physiologically-based pharmacokinetic modeling platform capable of simulating the biodistribution of different therapeutic agents, including cells, their interactions within the immune system, redistribution across lymphoid compartments, and infiltration into tumor tissues. This transport-based platform comprises a distinctive implementation of a tumor compartment with spatial heterogeneity which enables the modeling of tumors of different size, necrotic state, and agent infiltration capacity. We provide three validating and three exploratory examples that illustrate the capabilities of the proposed approach. The results show that the model can recapitulate immune cell balance across different compartments, respond to antigen stimulation, simulate immune vaccine effects, and immune cell infiltration to tumors. Based on the results, the model can be used to study problems pertinent to current immunotherapies and has the potential to assist medical techniques that rely on the transport of biological species.
AB - We present a physiologically-based pharmacokinetic modeling platform capable of simulating the biodistribution of different therapeutic agents, including cells, their interactions within the immune system, redistribution across lymphoid compartments, and infiltration into tumor tissues. This transport-based platform comprises a distinctive implementation of a tumor compartment with spatial heterogeneity which enables the modeling of tumors of different size, necrotic state, and agent infiltration capacity. We provide three validating and three exploratory examples that illustrate the capabilities of the proposed approach. The results show that the model can recapitulate immune cell balance across different compartments, respond to antigen stimulation, simulate immune vaccine effects, and immune cell infiltration to tumors. Based on the results, the model can be used to study problems pertinent to current immunotherapies and has the potential to assist medical techniques that rely on the transport of biological species.
KW - Cancer
KW - Immunotherapy
KW - Lymphatic system
KW - Mathematical modeling
KW - Physiologically-based pharmacokinetic modeling
UR - http://www.scopus.com/inward/record.url?scp=85081211929&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85081211929&partnerID=8YFLogxK
U2 - 10.1016/j.jtbi.2020.110193
DO - 10.1016/j.jtbi.2020.110193
M3 - Article
C2 - 32119968
AN - SCOPUS:85081211929
SN - 0022-5193
VL - 493
JO - Journal of Theoretical Biology
JF - Journal of Theoretical Biology
M1 - 110193
ER -