This is a prospectively designed study. Up to 229 newly diagnosed invasive HER2-positive or triple-negative breast cancer patients planning neoadjuvant therapy (NAT) will be enrolled. Blood samples will be collected pre-operatively at the time of diagnosis/prior to NAT, post-cycle 1/pre-cycle 2 of NAT, after all NAT/immediately before surgery, and post-operatively at 6, 12, 24, and 36 months, and annually thereafter if funding allows. Researchers will also collect representative tissue samples from the diagnostic biopsy (in all participants) and definitive surgery (if available). Additionally, to look at feasibility of tumor DNA analyses in urine samples, urine samples will be collected along with blood samples (urine tumor DNA or utDNA).