We developed and validated a prognostic signature comprising 12 PCD-related genes (CBS, SERPINE1, RAB34, KIT, TF, AP1S1, PGAM5, TMEM102, CDC37, DDIAS, PTTG1IP, and UACA) in patients with GC. The gene discussed is PTTG1IP; the disease is gastric cancer.