All studies leading to Food and Drug Administration of immunotherapy indications in solid-tumor malignancy for adult populations, where registration was granted between 2018-2022 inclusive, will be included, with exclusion criteria as previously described herein. Immunotherapy is defined here as including: (anti-) PD1, PDL1, CTLA-4, and Lag-3 therapies only, whether given as monotherapy, or combination therapy (including in combination, before, or following any of, or any combination of, chemotherapy, radiotherapy, hormonotherapy, surgery, or targeted therapy, including but not exclusively: tyrosine kinase inhibitors, monoclonal antibodies, antibody-drug conjugates, PARP inhibitors, CDK4/6 inhibitors), regardless of whether this treatment was given in the curative (neo-adjuvant / adjuvant), palliative (metastatic), or any other setting.