Secondly, as mentioned above, this study did reveal the correlation between COL11A1 and breast cancer tumor immunity and confirmed the main immune cell subsets regulated by COL11A1, but we did not elaborate on its specific regulatory mechanism. The gene discussed is COL11A1; the disease is breast carcinoma.