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Following previous reports that vessel compression, caused by the tumor, leads to tumor tissue oxygen heterogeneity, we formulate a computational model to investigate the mechanism whereby vessel compression affects tissue oxygenation. Our results show that compressed vessels lead to an abnormal partitioning of red blood cells at vascular bifurcations and therefore heterogeneity in oxygen transport to tissue. 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