All predictive factors of mortality identified in our study were related to either tumor status (stage IV, progressive tumor, number of metastatic sites), clinical conditions (ECOG > 0, number of comorbidities) or COVID-19 severity status at diagnosis (low oxygen saturation, elevated fibrinogen and CRP). Here, CRP is linked to COVID-19.