Improving Pre-operative Systemic Therapy for Human Epidermal Growth Factor Receptor 2 (HER2) Amplified Breast Cancer

Inclusion Criteria: * Confirmed PD-L1 expression ≥1% on tumour cells and/or TILs (prescreening phase) * Able to provide written informed consent * Female gender * Patients with breast cancer confirmed by histology, characterised by immunohistochemistry for ER, PR, HER2 and proliferation marker. * HER2 amplification, IHC 3+ and preferably confirmed by ISH * Tumor and blood samples available. * Age 18 years or older. Elderly patients in adequate condition for the planned therapy, which may be supported by a geriatric assessment (according to ASCO guideline; Mohile et al, JCO 2018) * Primary breast cancer \>20 mm in diameter or verified lymph node metastases * Adequate bone marrow, renal and hepatic functions (see Table 1) * LVEF ≥50% * ECOG performance status 0-1 Exclusion Criteria: * Distant metastases without chance to cure, including node metastases in the contralateral thoracic region or in the mediastinum. An exception is presence of at most 2 morphologically characterized well-defined distant metastases accessible for stereotactic radiotherapy, provided that this treatment is available at the participating centre. * Other malignancy diagnosed within the last five years, except for radically treated basal or squamous cell carcinoma of the skin or CIS of the cervix * Patients in child-bearing age without adequate contraception * Pregnancy or lactation * Uncontrolled hypertension, heart-, liver-, or kidney-diseases or other medical/psychiatric disorders. * History of autoimmune disease, including but not limited to myasthenia gravis, myositis, autoimmune hepatitis, systemic lupus erythematosus, rheumatoid arthritis, inflammatory bowel disease, vascular thrombosis associated with antiphospholipid syndrome, Wegener's granulomatosis, Sjögren's syndrome, Guillain-Barré syndrome, multiple sclerosis, vasculitis, or glomerulonephritis * Patients with a history of autoimmune-related hypothyroidism on a stable dose of thyroid replacement hormone are eligible for this study. Patients with controlled Type 1 diabetes mellitus on a stable insulin regimen may be eligible for this study. * Patients with eczema, psoriasis, lichen simplex chronicus or vitiligo with dermatologic manifestations only (e.g., no psoriatic arthritis) are permitted provided that they meet the following conditions: * Rash must cover less than 10% of body surface area (BSA) * Disease is well controlled at baseline and only requiring low potency topical steroids * No acute exacerbations of underlying condition within the last 12 months (not requiring PUVA \[psoralen plus ultraviolet A radiation\], methotrexate, retinoids, biologic agents, oral calcineurin inhibitors, high potency or oral steroids). * Vaccination with a live vaccine within 30 days of the first dose of study treatment * A known history of Human Immunodeficiency Virus (HIV) infection, hepatitis B (HBsAg reactive) or hepatitis C (HCV RNA detected) infection or active tuberculosis. * Treatment with systemic corticosteroids or other systemic immunosuppressive medications (including but not limited to prednisone, dexamethasone, cyclophosphamide, azathioprine, methotrexate, thalidomide, and anti-tumor necrosis factor \[TNF\] agents) within 2 weeks prior to randomization, or anticipated requirement for systemic immunosuppressive medications during the trial * Patients who have received acute, low-dose, systemic immunosuppressant medications (e.g., a one-time dose of dexamethasone for nausea) may be enrolled in the study * Patients with a history of allergic reaction to IV contrast requiring steroid pre- treatment should have baseline and subsequent tumor assessments performed using MRI. * The use of inhaled corticosteroids for chronic obstructive pulmonary disease, mineralocorticoids (e.g., fludrocortisone) for patients with orthostatic hypotension, and low-dose supplemental corticosteroids for adrenocortical insufficiency are allowed. * Hypersensitivity to atezolizumab