Distinct to nuclear receptors, the canonical and the noncanonical SIN3 complex coordinates with its respective corepressors HDAC1/2 and coactivator MLL1 to control their unique sets of genes in breast cancer cells, and SAP30 plays a determinant role in this coordination. Here, KMT2A is linked to breast cancer.