The candidate protein markers were investigated based on the TCGA database, supplemented by Kaplan-Meier plotter and Oncomine analysis, and then AOC3, CLEC3B, CAT, SEPP1, and HBB were selected as potential candidates for early-stage lung cancer. The gene discussed is AOC3; the disease is lung cancer.