Recent studies have found that the orbital fibroblasts (OFs) of GO patients specifically express thyroid-stimulating hormone receptor (TSHR), which are recognized specifically by helper T cells for their activation, secrete cytokines and inflammatory factors, and promote adipogenesis and the production of hyaluronic acid. The gene discussed is TSHR; the disease is geroderma osteodysplastica.