A seven-gene immune-related signature was established and verificated for predicting lymph node metastasis in BC, consisting of F2R, IKZF2, NAB1, RFX5, S100B, S1PR2 and VEGFA, which might provide guidance for BC diagnosis and treatment. This evidence concerns the gene NAB1 and breast cancer.