Inclusion Criteria (main):

          -  Patients with advanced and/or metastatic cancer who have no available standard therapy
             or who are not candidates for available standard therapy, and for whom, in the opinion
             of the investigator, experimental therapy with GEN1029 may be beneficial.

          -  Patient must be ≥ 18 years of age

          -  Patients must have measurable disease according to Response Evaluation Criteria In
             Solid Tumors (RECIST) version 1.1

          -  Have an acceptable hematological status

          -  Have an acceptable renal function

          -  Have an acceptable liver function

          -  Have an Eastern Cooperative Oncology Group performance status of 0 or 1

          -  Body weight ≥ 40kg

          -  Patients both females and males, of childbearing or reproductive potential must agree
             to use adequate contraception from screening visit until six months after last
             infusion of GEN1029

        Exclusion Criteria (main):

          -  Acute deep vein thrombosis or clinically relevant pulmonary embolism, not stable for
             at least 8 weeks prior to first GEN1029 administration

          -  Have clinically significant cardiac disease

          -  Uncontrolled hypertension defined as systolic blood pressure ≥160 mmHg and/or
             diastolic blood pressure ≥100 mmHg, despite optimal medical management

          -  Any history of intracerebral arteriovenous malformation, cerebral aneurysm, new
             (younger than 6 months) or progressive brain metastases or stroke

          -  History of organ allograft (except for corneal transplant) or autologous or allogeneic
             bone marrow transplant, or stem cell rescue within 3 months prior to the first dose of
             Investigational Medicinal Product (IMP)

          -  Have received a cumulative dose of corticosteroid ≥ 150 mg prednisone (or equivalent
             doses of corticosteroids) within two weeks before the first GEN1029 administration

          -  History of ≥ grade 3 allergic reactions to monoclonal antibody therapy as well as
             known or suspected allergy or intolerance to any agent given in the course of this
             trial

          -  Radiotherapy within 14 days prior to first GEN1029 administration

          -  Any prior therapy with a compound targeting DR4 or DR5

          -  History of chronic liver disease or evidence of hepatic cirrhosis