In conclusion, ABCA3, CCL22, FOXJ1, MAP2K6, and IL1RN may serve as good prognostic factors, while KCNIP3 and MRPL13 may be poor prognostic biomarkers to predict the recurrence and prognosis of breast cancer. This evidence concerns the gene IL1RN and breast cancer.