Inclusion Criteria:

          -  Histologically proven, gastric or gastroesophageal (GE)-junction adenocarcinoma
             (Siewert I-III)

          -  Patient medically fit for gastrectomy/oesophagogastrectomy as decided by the
             investigator

          -  Age ≥ 18 years

          -  WHO performance status 0 - 1

          -  HER-2 overexpression

          -  Amenable to gastrectomy/oesophagectomy

          -  The cardiac ejection fraction (LVEF), as determined by echocardiography, multiple
             gated acquisition scan (MUGA) or cardiac MRI should be at least 50 %

          -  Adequate organ function

          -  written informed consent

          -  For women who are not postmenopausal (> 12 months of non-therapy induced amenorrhea)
             or surgically sterile (absence of ovaries and/or uterus): agreement to remain
             abstinent or use single or combined contraceptive methods that result in a failure
             rate of < 1% per year during the treatment period and for at least 12 months after the
             last treatment dose

          -  For men: agreement to remain abstinent or use a condom plus an additional
             contraceptive method that together result in a failure rate of < 1% per year during
             the treatment period and for at least 12 months after the last dose of study
             treatment. Abstinence is only acceptable if it is in line with the preferred and usual
             lifestyle of the patient. Periodic abstinence (e.g. calendar, ovulation,
             symptothermal, or postovulation methods) and withdrawal are not acceptable methods for
             contraception.

        Exclusion Criteria:

          -  Absence of distant metastases on CT scan of thorax and abdomen

          -  prior chemo- or antibody therapy

          -  history of significant cardiac disease

          -  current uncontrolled hypertension

          -  known hypersensitivity to the components of trastuzumab, pertuzumab, cisplatin,
             5-follow-up or capecitabine

          -  known dihydropyrimidine dehydrogenase (DPD) deficiency

          -  ongoing or concomitant use of the antiviral drug sorivudine or its chemically related
             analogs, such as brivudine

          -  chronic treatment with high-dose intravenous corticosteroids

          -  previous malignancy within the last 5 years, with the exception of adequately treated
             cervical carcinoma in situ, localized non-melanoma skin cancer, or other curatively
             treated cancer without impact on the patient's overall prognosis according to the
             judgment of the investigator.

          -  psychological, familial, sociological or geographical condition potentially hampering
             compliance with the study protocol and follow-up schedule

          -  pregnant or breast feeding