Histologically, LVI is characterized by the presence of tumor emboli within the lumen of lymphatic or blood vessels. These emboli are clusters of malignant cells that can be identified amidst the endothelial lining of the vessels. In lymphatic invasion, the vessels usually have thin walls and lack red blood cells, while in blood vessel invasion, the vessels have thicker walls and may contain red blood cells.