A pan-cancer scRNA-seq study on 15 common tumors revealed the presence of SPP1+ TAM in breast cancer, pancreatic cancer, lung cancer, colon cancer, endometrial cancer, nasopharyngeal cancer, ovarian cancer, and thyroid cancer tissues. Here, SPP1 is linked to thyroid gland carcinoma.