In differentiating healthy and E. coli infection groups, the AUC values of IL2 were 0.7299, HSPA1B was 0.7931, TNF was 0.8218, and the combination of the three was 0.8793. The gene discussed is HSPA1B; the disease is escherichia coli infection.