This study examined the impact of active TGF-β signaling on recurrence and radiotherapy (RT) benefit in early-stage breast cancer, using nuclear phosphorylated Smad2 (pSMAD2) as a marker for pathway activation. This evidence concerns the gene SMAD2 and breast cancer.