We describe the first case report of a patient with COVID19 infection and metastatic breast cancer, while on systemic therapy with a CDK4/6 inhibitor. The patient had unique disease course, characterized with delayed symptomatology. The case highlights novel findings and stress careful and extended follow-up during COVID19 infection in patients taking biologic therapies affecting the immune system.