TM4SF1 expression was associated with tobacco smoking, diabetes, tumor size, clinical stage, T stage, lymph node metastasis, distant tumor metastasis, tumor cell venous invasion, lymphatic invasion, and poor overall survival. The gene discussed is TM4SF1; the disease is diabetes mellitus.