A total of seven hub genes were identified in BY chickens, among which PPFIA4 is a prognostic monitoring indicator of thyroid cancer, lipoma and epilepsy, and DYTN is associated with Leiber visual atrophy, dystonia and lymphatic malformations. The gene discussed is PPFIA4; the disease is thyroid gland carcinoma.