The deep deletion and amplification of the ACOT7 gene represent one of the critical factors leading to mutations, especially in ovarian epithelial tumors, esophagogastric adenocarcinoma, PAAD, SARC, and ESCA. The gene discussed is ACOT7; the disease is gastroesophageal junction adenocarcinoma.