Abstract

Oxygen heterogeneity in solid tumors is recognized as a limiting factor for therapeutic efficacy. This heterogeneity arises from the abnormal vascular structure of the tumor, but the precise mechanisms linking abnormal structure and compromised oxygen transport are only partially understood. In this paper, we investigate the role that red blood cell (RBC) transport plays in establishing oxygen heterogeneity in tumor tissue. We focus on heterogeneity driven by network effects, which are challenging to observe experimentally due to the reduced fields of view typically considered. Motivated by our findings of abnormal vascular patterns linked to deviations from current RBC transport theory, we calculated average vessel lengths [Formula: see text] and diameters [Formula: see text] from tumor allografts of three cancer cell lines and observed a substantial reduction in the ratio [Formula: see text] compared to physiological conditions. Mathematical modeling reveals that small values of the ratio λ (i.e., [Formula: see text]) can bias hematocrit distribution in tumor vascular networks and drive heterogeneous oxygenation of tumor tissue. Finally, we show an increase in the value of λ in tumor vascular networks following treatment with the antiangiogenic cancer agent DC101. Based on our findings, we propose λ as an effective way of monitoring the efficacy of antiangiogenic agents and as a proxy measure of perfusion and oxygenation in tumor tissue undergoing antiangiogenic treatment.

Highlights

  • Oxygen heterogeneity in solid tumors is recognized as a limiting factor for therapeutic efficacy

  • We investigate the role that anomalies in red blood cell transport plays in establishing oxygen heterogeneity in tumor tissue

  • We investigate the role that anomalies in red blood cell (RBC) transport play on establishing oxygen heterogeneity in tumor tissue

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Summary

Introduction

Oxygen heterogeneity in solid tumors is recognized as a limiting factor for therapeutic efficacy. We investigate the role that red blood cell (RBC) transport plays in establishing oxygen heterogeneity in tumor tissue. Mathematical modeling reveals that small values of the ratio λ (i.e., λ < 6) can bias hematocrit distribution in tumor vascular networks and drive heterogeneous oxygenation of tumor tissue. This heterogeneity arises from the abnormal tumor vascular structure. Oxygen heterogeneity in solid tumors is commonly attributed to their abnormal vasculature [5, 6] This link is arguably multifactorial, including nonuniform vessel distribution, inefficient vessel organization (e.g., functional shunting), flow fluctuations, and variations in red blood cell (RBC) flux At a bifurcation with one afferent and two efferent branches, it is typically assumed that the efferent branch

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