found extensive interactions between endothelial cells and a variety of immune cells through scRNA-seq of thyroid cancer tissues, and their intercellular communication was closely related to the activation of the VEGF pathway (13). The gene discussed is VEGFA; the disease is thyroid gland carcinoma.