skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


Title: Analytical Solution of the Effects of Applied Electrical Field to Drug Delivery in Electrochemotherapy
This study investigates electrochemotherapy by introducing a modified mathematical formulation that captures the effects of an applied DC electrical field on the penetration of chemotherapeutic drugs into tumorous cells. The model uses differential equations (second order) based on a cylindrical depiction of a blood vessel as the drug source. Drug concentration is treated as radially distributed at steady state, with the influence of the electrical field incorporated through an additional evaluation, and electroporation-driven tumor uptake modeled as a first-order chemical reaction. Nondimensionalization is applied to broaden applicability across scenarios, and a unique solution is proposed using the modified Bessel function. The resulting equations yield simulated predictions for drug penetration depth under varying applied electrical fields and the fraction of tumorous cells killed, with noted needs for improved linkage to tumor microenvironments and realistic electrical-field distributions.  more » « less
Award ID(s):
2345379
PAR ID:
10662907
Author(s) / Creator(s):
;
Corporate Creator(s):
Publisher / Repository:
American Institute of Chemical Engineers (AIChE)
Date Published:
Edition / Version:
1
Page Range / eLocation ID:
1-2
Subject(s) / Keyword(s):
electrochemotherapy electrophoresis bessel functions
Format(s):
Medium: X Size: 128KB Other: pdf
Size(s):
128KB
Location:
Boston, MA, USA
Sponsoring Org:
National Science Foundation
More Like this
  1. Introduction: The lack of an appropriate in vitro model of the tumor microenvironment is one of the largest obstacles in evaluating preclinical cancer drug screenings.1 Cancer cell monolayers do not effectively mimic the limited drug penetration properties of the complex tumor structures found in cancer patients. 3-D multicellular tumor spheroids (MCTS) serve as a more effective model as they better resemble cancer in structure as well as limited drug penetration. In our experiments, we created heterospheroids composed of 4T1 breast tumor cells and 3T3 fibroblasts, as well as homospheroids of each cell type. Tumors feature stromal and extracellular matrix components in addition to cancer cells in ratios that vary between different types of cancer. Fibroblasts are the major component of cancer stroma as well as producers of extracellular matrix. Since heterospheroids feature 3T3 fibroblasts, they may better model the diverse tumor microenvironment.2 We also synthesized fluorescent PLGA nanoparticles that were added to our spheroid cultures. Using confocal microscopy and ImageJ’s fluorescence measuring tools, we qualitatively and quantitatively evaluated the drug penetration properties of our spheroids. 
    more » « less
  2. Glioblastoma (GBM) is an aggressive primary brain cancer that currently has minimally effective treatments. Like other cancers, immunosuppression by the PD-L1-PD-1 immune checkpoint complex is a prominent axis by which glioma cells evade the immune system. Myeloid-derived suppressor cells (MDSCs), which are recruited to the glioma microenviroment, also contribute to the immunosuppressed GBM microenvironment by suppressing T cell functions. In this paper, we propose a GBM-specific tumor-immune ordinary differential equations model of glioma cells, T cells, and MDSCs to provide theoretical insights into the interactions between these cells. Equilibrium and stability analysis indicates that there are unique tumorous and tumor-free equilibria which are locally stable under certain conditions. Further, the tumor-free equilibrium is globally stable when T cell activation and the tumor kill rate by T cells overcome tumor growth, T cell inhibition by PD-L1-PD-1 and MDSCs, and the T cell death rate. Bifurcation analysis suggests that a treatment plan that includes surgical resection and therapeutics targeting immune suppression caused by the PD-L1-PD1 complex and MDSCs results in the system tending to the tumor-free equilibrium. Using a set of preclinical experimental data, we implement the approximate Bayesian computation (ABC) rejection method to construct probability density distributions that estimate model parameters. These distributions inform an appropriate search curve for global sensitivity analysis using the extended fourier amplitude sensitivity test. Sensitivity results combined with the ABC method suggest that parameter interaction is occurring between the drivers of tumor burden, which are the tumor growth rate and carrying capacity as well as the tumor kill rate by T cells, and the two modeled forms of immunosuppression, PD-L1-PD-1 immune checkpoint and MDSC suppression of T cells. Thus, treatment with an immune checkpoint inhibitor in combination with a therapeutic targeting the inhibitory mechanisms of MDSCs should be explored. 
    more » « less
  3. Abstract Evidence from physical sciences in oncology increasingly suggests that the interplay between the biophysical tumor microenvironment and genetic regulation has significant impact on tumor progression. Especially, tumor cells and the associated stromal cells not only alter their own cytoskeleton and physical properties but also remodel the microenvironment with anomalous physical properties. Together, these altered mechano-omics of tumor tissues and their constituents fundamentally shift the mechanotransduction paradigms in tumorous and stromal cells and activate oncogenic signaling within the neoplastic niche to facilitate tumor progression. However, current findings on tumor biophysics are limited, scattered, and often contradictory in multiple contexts. Systematic understanding of how biophysical cues influence tumor pathophysiology is still lacking. This review discusses recent different schools of findings in tumor biophysics that have arisen from multi-scale mechanobiology and the cutting-edge technologies. These findings range from the molecular and cellular to the whole tissue level and feature functional crosstalk between mechanotransduction and oncogenic signaling. We highlight the potential of these anomalous physical alterations as new therapeutic targets for cancer mechanomedicine. This framework reconciles opposing opinions in the field, proposes new directions for future cancer research, and conceptualizes novel mechanomedicine landscape to overcome the inherent shortcomings of conventional cancer diagnosis and therapies. 
    more » « less
  4. Evans, Conor L; Chan, Kin Foong (Ed.)
    Pancreatic ductal adenocarcinoma continues to be one of the most lethal cancers today with an abysmal ~8% 5- year survival rate that has remained relatively constant over time. This is thought to be largely due the desmoplastic stroma in the extracellular matrix of these tumor types, inhibiting both the penetration as well as target engagement of treatments. Here we present a methodology for evaluating a monoclonal antibody’s drug target engagement in the presence of an extracellular matrix remodeling drug using paired-agent imaging principles and a subcutaneous tumor mouse model. 
    more » « less
  5. The spatiotemporal control over the structure of nanoparticles while monitoring their localization in tumor cells can improve the precision of controlled drug release, thus enhancing the efficiency of drug delivery. Here, we report on a photochromic nanoparticle system ( LSNP ), assembled from fluorescent bistable hydrazone photoswitch-modified amphiphilic copolymers. The intrinsic emission of the hydrazone switch allows for the visualization of particle uptake, as well as their intracellular distribution. The Z → E photoswitching of the hydrazone switch within the nanoparticle leads to the expansion of the nanoparticles ( i.e. , drug release) accompanied by emission quenching, the degree of which can function as an internal indicator for the amount of drug released. The bistability of the switch enables the kinetic trapping of particles of different sizes as a function of irradiation time, and allows for the exhibition of light-dependent cell cytotoxicity in MDA-MB-231 cells using LSNP loaded with doxorubicin. 
    more » « less