This study developed a computational framework to evaluate the treatment efficacy of free Doxorubicin (Dox) and immunoliposome at different stages of vascular solid tumors. The results showed that immunoliposomes exhibited higher drug internalization and fusion effect during therapy, leading to more homogeneous drug distribution and a greater fraction of killed cancer cells.
Targeted drug delivery to cancer cells utilizing antibodies against oncogenic cell-surface receptors is an emerging therapeutical approach. Here, we developed a computational framework to evaluate the treatment efficacy of free Doxorubicin (Dox) and immunoliposome at different stages of vascular solid tumors. First, three different stages of vascularized tumor progression with various microvascular densities (MVDs) are generated using mathematical modeling of tumor-induced angiogenesis. Fluid flow in vascular and interstitial spaces is then calculated. Ultimately, convection-diffusion-reaction equations governing on classical chemotherapy (stand-alone Dox) and immunochemotherapy (drug-loaded nanoparticles) are separately solved to calculate the spatiotemporal concentrations of therapeutic agents. The present model considers the key processes in targeted drug delivery, including association/disassociation of payloads to cell receptors, cellular internalization, linker cleavage, intracellular drug release, and bystander-killing effect. Reducing MVD led to a decrease in the interstitial fluid pressure, allowing higher rates of the drug to enter the intratumoral environment. The current model also confirms the heterogeneous accumulation of Dox in the perivascular regions during classical chemotherapy. On the other hand, immunoliposomes exhibiting bystander-killing effect yield higher drug internalization during immunochemotherapy. The bystander-killing effect alongside intracellular Dox release and persistence of immunoliposomes within tumor over a longer period lead to more homogeneous drug distribution and a much greater fraction of killed cancer cells than the stand-alone chemotherapy. Present results can be used to improve the treatment efficacy of drug delivery at different stages of vascular tumors.
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