Our study indicates that ISG15 can serve as a diagnostic biomarker for hyperthyroidism, ZNF683 can be considered as one of the diagnostic biomarkers for hypothyroidism, and elevated expression of IGHG3 suggests abnormal thyroid function in patients. Here, ISG15 is linked to hyperthyroidism.