In the present study, we used bioinformatics analysis including the Cancer Genome Atlas-breast cancer (TCGA-BRCA), Kaplan-Meier survival analysis and Gene Set Enrichment Analysis (GSEA) to demonstrate expression level, survival and the mechanisms related to AIFM3 signature in BC. This evidence concerns the gene AIFM3 and breast cancer.