HKDC1 demonstrates significant upregulation in lung adenocarcinoma, where it critically promotes oncogenic processes including cell proliferation, migration, invasion, epithelial-mesenchymal transition (EMT), and tumorigenicity while enhancing glycolysis through the AMPK/mTOR signaling pathway. The gene discussed is HKDC1; the disease is lung adenocarcinoma.