Importantly, we also observe that low Detox-iCAF and high TGFβ-myCAF content in DCIS at diagnosis predicts the recurrence of DCIS into IBC, independently of nuclear grade or molecular subtype, thereby revealing a prognostic factor for recurrence based on specific FAP+ CAF clusters. Here, TGFB1 is linked to ductal breast carcinoma in situ.