We constructed tumor spheroids with a perfusable vascular network to assess drug delivery systems that target the tumor vasculature. A tricultured tumor spheroid containing human umbilical vein endothelial cells (HUVECs) was placed in the central compartment of a microfluidic device, and the HUVECs were seeded into the microslit channels on both sides. Angiogenic sprouts began to form within a few days, from both the tumor spheroids and microchannels, and became more abundant and branched, while attracting each other, over time. A continuous vascular network of HUVECs was fully formed on Day 7. The uptake of 3'-(1-carboxy)ethyl sialyl Lewis X mimic (3'-CE sLeX mimic) liposomes, which have previously been proven to recognize E-selectin, in vascular-perfusable tumor spheroids was assessed. 3'-CE sLeX mimic and pegylated liposomes were rarely taken up, but when the vascular network was pretreated with TNF-α and IL-1β, 3'-CE sLeX mimic liposomes accumulated considerably more in endothelial cells and their vicinity. Taken together, along with the known in vivo expression of E-selectin in tumor angiogenic blood vessels, these results suggest that 3'-CE sLeX mimic liposomes are a promising carrier for targeting tumor vasculature. Furthermore, proinflammatory cytokine treatment may be appropriate for use with vascular-perfusable tumor spheroids in pharmacokinetic studies.