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Coupled cellular trafficking and diffusional limitations in delivery of immunotoxins to multicell tumor spheroids
1Department of Chemical Engineering, University of Wisconsin, Madison, Wisconsin 53706, USA.
Abstract:
Immunotoxins have the potential to be powerful tools for selective cell killing, but their lack of clinical success against solid tumors indicates a need to better understand factors which limit immunotoxin transport in three-dimensional systems. In this work, a previously developed model which related immunotoxin toxicity to cellular trafficking in a single cell was coupled with a term accounting for diffusive transport of immunotoxin in a solid tumor sphere. This created a mathematical model which is capable of simulating the biological response of multicell tumor spheroids (MTS) to immunotoxin treatment. The model was used to predict the kinetics of protein synthesis inhibition in MTS treated with transferrin receptor-targeted immunotoxins as a function of immunotoxin concentration and toxin choice. HeLa cells were grown as MTS and treated with immunotoxins constructed from the anti-transferrin receptor antibody OKT9 and the toxins gelonin or CRM107, and the average protein synthesis inhibition and growth rates were measured. With no fitted parameters, the mathematical model quantitatively predicted the experimental observations. Immunotoxins were generally less effective against MTS than monolayer cells at equivalent conditions; for OKT9-gelonin at high concentrations this decrease in efficacy was attributed primarily to heterogeneous receptor distribution in MTS whereas for OKT9-CRM107 the decrease was caused primarily by a large barrier to penetration of the immunotoxin into the spheroid. The experimentally verified model was used to define the conditions which lead to large penetration barriers. In general, transport barriers in MTS become more important as immunotoxins become more effective against cells grown as monolayers. The proposed model is unique in its ability to predict toxicity in MTS directly, and is an important step toward understanding immunotoxin effect on tumors in vivo.
Insights
Mathematical modeling improved understanding of immunotoxin delivery to solid tumors. The study simulated immunotoxin transport and protein synthesis inhibition in multicellular tumor spheroids (MTS), revealing key factors limiting efficacy in three-dimensional tumor models.
Area of Science:
- Biomedical Engineering
- Mathematical Biology
- Oncology
Background:
- Immunotoxins show promise for targeted cancer therapy but face challenges in solid tumors.
- Limited understanding of immunotoxin transport in 3D tumor systems hinders clinical success.
- Previous models focused on single-cell responses, neglecting crucial multicellular transport dynamics.
Purpose of the Study:
- To develop and validate a mathematical model simulating immunotoxin transport and efficacy in multicellular tumor spheroids (MTS).
- To predict the impact of immunotoxin concentration and toxin type on protein synthesis inhibition in 3D tumor models.
- To identify factors contributing to reduced immunotoxin effectiveness in solid tumors compared to monolayer cultures.
Main Methods:
- Coupled a single-cell immunotoxin trafficking model with a diffusive transport term for 3D tumor spheres.
- Created a mathematical model to simulate biological responses of MTS to immunotoxin treatment.
- Experimentally validated the model using HeLa cell MTS treated with anti-transferrin receptor immunotoxins (OKT9-gelonin, OKT9-CRM107) and measured protein synthesis inhibition.
Main Results:
- The model accurately predicted experimental observations of protein synthesis inhibition and growth rates in MTS without fitted parameters.
- Immunotoxins demonstrated reduced efficacy in MTS compared to monolayer cells.
- Transport barriers, such as heterogeneous receptor distribution (OKT9-gelonin) and penetration resistance (OKT9-CRM107), significantly limited immunotoxin effectiveness in MTS.
Conclusions:
- Mathematical modeling provides a quantitative platform for predicting immunotoxin efficacy in 3D tumor spheroids.
- Transport barriers within MTS become more critical as immunotoxin potency increases.
- This validated model is crucial for advancing the understanding of immunotoxin behavior in solid tumors and guiding in vivo therapeutic strategies.