It is not possible to determine exactly how long it will take for newly diagnosed breast cancer to progress from stage 1 to stage 2. It can happen within months if it is an aggressive high-grade tumor, or it can take longer. It's important to know that stage 1 breast cancer could have already been present for a while before being detected, so it may progress quickly.