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Coupled cellular trafficking and diffusional limitations in delivery of immunotoxins to multicell tumor spheroids

L A Wenning1, R M Murphy

  • 1Department of Chemical Engineering, University of Wisconsin, Madison, Wisconsin 53706, USA.

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.

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