HMGA2 is frequently overexpressed in various cancer types and plays critical roles in tumor development, including promoting cell cycle progression, DNA repair, EMT, and chemoresistance, making it a pivotal regulator of cancer progression and a potential therapeutic target [18, 38]. The gene discussed is HMGA2; the disease is neoplasm.