Numerical investigation of the pharmacokinetics and pharmacodynamics of the chemotherapeutic drug in avascular and vascular stages of a brain tumor.


Journal

Journal of theoretical biology
ISSN: 1095-8541
Titre abrégé: J Theor Biol
Pays: England
ID NLM: 0376342

Informations de publication

Date de publication:
07 Nov 2023
Historique:
received: 03 08 2023
accepted: 05 10 2023
medline: 20 11 2023
pubmed: 16 10 2023
entrez: 15 10 2023
Statut: ppublish

Résumé

One of the most commonly used approaches for treating solid tumors is the systemic delivery of chemotherapeutic drugs. However, our understanding of the factors influencing treatment efficacy through this method is still limited. This study presents a comprehensive and realistic mathematical model that incorporates the dynamics of tumor growth, capillary network extension, and drug delivery in a coupled and simultaneous manner. The model covers two stages of tumor growth: avascular and vascular. For tumor growth, a continuum model is employed using the phase field interface-capturing method. The neo-vascularization process is modeled using a hybrid discrete-continuum approach. Additionally, a multi-scale model is used to describe the pharmacokinetics of doxorubicin, considering various agents. The study investigates the effect of haptotaxis and reveals that a higher haptotaxis coefficient leads to faster tumor growth (up to 2.6 times) and a quicker progression to angiogenesis. The impact of tumor-related and drug-related parameters is also examined, including tumor size, tumor sensitivity to the drug, chemotherapy initialization, treatment cycle duration, drug affinity to cells, and drug dose. The findings indicate that chemotherapy is more effective during the angiogenesis stage when active loops have formed. Other clinical methods such as radiotherapy and surgery may be more appropriate during the avascular stage or the transition period between angiogenesis initialization and loop formation. The penetration depth of the drug decreases by approximately 50% with an increase in the drug binding rate to surface-cell receptors. As a result, high-associate-rate drugs are preferred for chemotherapy after active loops have formed, while low-associate-rate drugs are suitable for earlier stages.

Identifiants

pubmed: 37839585
pii: S0022-5193(23)00230-8
doi: 10.1016/j.jtbi.2023.111633
pii:
doi:

Substances chimiques

Doxorubicin 80168379AG

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

111633

Informations de copyright

Copyright © 2023 Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Mohammad Mahmoodi (M)

Department of Mechanical Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran.

Ahmadreza Pishevar (A)

Department of Mechanical Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran. Electronic address: apishe@cc.iut.ac.ir.

Farzaneh Azargoshasbi (F)

Department of Mechanical Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran.

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Classifications MeSH