The transition from early breast cancer (ductal carcinoma in situ: DCIS) to invasive breast cancer (invasive ductal carcinoma: IDC) is an evolutionary bottleneck where progression occurs only in 30% of patients. However, the molecular processes marking this transition remain poorly understood. We profile the DCIS to IDC transition from an integrated in situ and immunogenomics standpoint, using a combination of exome sequencing, RNA-sequencing and cyclic immunofluorescence. I will discuss how the tumor and immune system can collectively influence tumour evolution: firstly, the role of immunosurveillance in shaping the evolutionary trajectory of the tumour, and secondly, how genomic changes in tumour cells including oncogenic hotspot mutations can contribute to immune escape.