Angiogenesis primarily involves endothelial cells, which line the interior surface of blood vessels. These cells proliferate and migrate to form new capillary structures. Other crucial players include pericytes, which stabilize the newly formed vessels, and various growth factors like Vascular Endothelial Growth Factor (VEGF) and Fibroblast Growth Factor (FGF).