In the study of immune infiltration, we found that ATF3 was positively correlated with M2 macrophages, and as ATF3 level was downregulated in IDD, we speculated that the M2 functional state of intervertebral disc tissue decreased. The gene discussed is ATF3; the disease is intervertebral disk degenerative disorder.