We propose the integration of clinical features in the association studies due to the possibility of identifying possible genetic factors involved in the etiopathogenesis of complex diseases like cancer and, as in other publications, we also suggest that the 3′UTR of the HLA-G gene segment should be analyzed in a wider approach because of its strong linkage disequilibrium with other variants. This evidence concerns the gene HLA-G and cancer.