Transcriptomic analysis of these cell lines identified an association between high interferon (IFN) signaling and reduced CDK4/6i sensitivity; thus an 'IFN-Related Palbociclib-Resistance Signature' (IRPS) was derived. In two neoadjuvant trials of CDK4/6i plus endocrine therapy, IRPS and other IFN-related signatures were highly enriched in patients with tumors exhibiting intrinsic resistance to CDK4/6i.