Tumor blood vessels often become leaky due to the secretion of various factors by cancer cells, including vascular endothelial growth factor (VEGF). These factors promote angiogenesis, the formation of new blood vessels, which are typically abnormal and have defective endothelial cell junctions, leading to increased permeability.