A multivariate regression analysis showed that not only an age of ≥ 70 at start of palliative first-line therapy, but also negative HR- and HER2-status, higher number of metastatic sites, higher CCI and high tumour grading at diagnosis were associated with a significantly increased risk of overall mortality (Fig. 4). This evidence concerns the gene ERBB2 and neoplasm.