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Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule

SIMPLE SUMMARY: Intraperitoneal (IP) chemotherapy is a treatment for cancers in the abdomen, delivering anti-cancer drugs directly into the peritoneal cavity. While this method has shown promising outcomes, limited drug penetration into tumors remains a challenge due to their unique pathophysiology....

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Autores principales: Rezaeian, Mohsen, Heidari, Hamidreza, Raahemifar, Kaamran, Soltani, Madjid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604968/
https://www.ncbi.nlm.nih.gov/pubmed/37894436
http://dx.doi.org/10.3390/cancers15205069
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author Rezaeian, Mohsen
Heidari, Hamidreza
Raahemifar, Kaamran
Soltani, Madjid
author_facet Rezaeian, Mohsen
Heidari, Hamidreza
Raahemifar, Kaamran
Soltani, Madjid
author_sort Rezaeian, Mohsen
collection PubMed
description SIMPLE SUMMARY: Intraperitoneal (IP) chemotherapy is a treatment for cancers in the abdomen, delivering anti-cancer drugs directly into the peritoneal cavity. While this method has shown promising outcomes, limited drug penetration into tumors remains a challenge due to their unique pathophysiology. Our study aims to investigate drug delivery during IP chemotherapy using a mathematical model. We incorporated a real tumor image into our model to understand how tumor vessels and their distribution affect drug delivery. Our model allowed us to analyze the spatiotemporal distribution of drug concentration in the tumor. We also quantitatively evaluated treatment efficacy by examining drug availability in the tumor, drug penetration depth, and the fraction of killed cells during the treatment. Our findings revealed that each tumor’s specific vascular network can impact drug delivery during IP chemotherapy. Our model provides valuable insights into the challenges of IP chemotherapy and holds promise for applications in personalized medicine. ABSTRACT: Intraperitoneal (IP) chemotherapy is a promising treatment approach for patients diagnosed with peritoneal carcinomatosis, allowing the direct delivery of therapeutic agents to the tumor site within the abdominal cavity. Nevertheless, limited drug penetration into the tumor remains a primary drawback of this method. The process of delivering drugs to the tumor entails numerous complications, primarily stemming from the specific pathophysiology of the tumor. Investigating drug delivery during IP chemotherapy and studying the parameters affecting it are challenging due to the limitations of experimental studies. In contrast, mathematical modeling, with its capabilities such as enabling single-parameter studies, and cost and time efficiency, emerges as a potent tool for this purpose. In this study, we developed a numerical model to investigate IP chemotherapy by incorporating an actual image of a tumor with heterogeneous vasculature. The tumor’s geometry is reconstructed using image processing techniques. The model also incorporates drug binding and uptake by cancer cells. After 60 min of IP treatment with Doxorubicin, the area under the curve (AUC) of the average free drug concentration versus time curve, serving as an indicator of drug availability to the tumor, reached 295.18 mol·m(−3)·s(−1). Additionally, the half-width parameter W(1/2), which reflects drug penetration into the tumor, ranged from 0.11 to 0.14 mm. Furthermore, the treatment resulted in a fraction of killed cells reaching 20.4% by the end of the procedure. Analyzing the spatial distribution of interstitial fluid velocity, pressure, and drug concentration in the tumor revealed that the heterogeneous distribution of tumor vasculature influences the drug delivery process. Our findings underscore the significance of considering the specific vascular network of a tumor when modeling intraperitoneal chemotherapy. The proposed methodology holds promise for application in patient-specific studies.
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spelling pubmed-106049682023-10-28 Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule Rezaeian, Mohsen Heidari, Hamidreza Raahemifar, Kaamran Soltani, Madjid Cancers (Basel) Article SIMPLE SUMMARY: Intraperitoneal (IP) chemotherapy is a treatment for cancers in the abdomen, delivering anti-cancer drugs directly into the peritoneal cavity. While this method has shown promising outcomes, limited drug penetration into tumors remains a challenge due to their unique pathophysiology. Our study aims to investigate drug delivery during IP chemotherapy using a mathematical model. We incorporated a real tumor image into our model to understand how tumor vessels and their distribution affect drug delivery. Our model allowed us to analyze the spatiotemporal distribution of drug concentration in the tumor. We also quantitatively evaluated treatment efficacy by examining drug availability in the tumor, drug penetration depth, and the fraction of killed cells during the treatment. Our findings revealed that each tumor’s specific vascular network can impact drug delivery during IP chemotherapy. Our model provides valuable insights into the challenges of IP chemotherapy and holds promise for applications in personalized medicine. ABSTRACT: Intraperitoneal (IP) chemotherapy is a promising treatment approach for patients diagnosed with peritoneal carcinomatosis, allowing the direct delivery of therapeutic agents to the tumor site within the abdominal cavity. Nevertheless, limited drug penetration into the tumor remains a primary drawback of this method. The process of delivering drugs to the tumor entails numerous complications, primarily stemming from the specific pathophysiology of the tumor. Investigating drug delivery during IP chemotherapy and studying the parameters affecting it are challenging due to the limitations of experimental studies. In contrast, mathematical modeling, with its capabilities such as enabling single-parameter studies, and cost and time efficiency, emerges as a potent tool for this purpose. In this study, we developed a numerical model to investigate IP chemotherapy by incorporating an actual image of a tumor with heterogeneous vasculature. The tumor’s geometry is reconstructed using image processing techniques. The model also incorporates drug binding and uptake by cancer cells. After 60 min of IP treatment with Doxorubicin, the area under the curve (AUC) of the average free drug concentration versus time curve, serving as an indicator of drug availability to the tumor, reached 295.18 mol·m(−3)·s(−1). Additionally, the half-width parameter W(1/2), which reflects drug penetration into the tumor, ranged from 0.11 to 0.14 mm. Furthermore, the treatment resulted in a fraction of killed cells reaching 20.4% by the end of the procedure. Analyzing the spatial distribution of interstitial fluid velocity, pressure, and drug concentration in the tumor revealed that the heterogeneous distribution of tumor vasculature influences the drug delivery process. Our findings underscore the significance of considering the specific vascular network of a tumor when modeling intraperitoneal chemotherapy. The proposed methodology holds promise for application in patient-specific studies. MDPI 2023-10-20 /pmc/articles/PMC10604968/ /pubmed/37894436 http://dx.doi.org/10.3390/cancers15205069 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rezaeian, Mohsen
Heidari, Hamidreza
Raahemifar, Kaamran
Soltani, Madjid
Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title_full Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title_fullStr Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title_full_unstemmed Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title_short Image-Based Modeling of Drug Delivery during Intraperitoneal Chemotherapy in a Heterogeneous Tumor Nodule
title_sort image-based modeling of drug delivery during intraperitoneal chemotherapy in a heterogeneous tumor nodule
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604968/
https://www.ncbi.nlm.nih.gov/pubmed/37894436
http://dx.doi.org/10.3390/cancers15205069
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