Separate linear regression analysis for women and men, as well as for patients with different cancer types (solid tumor and hematological cancer) showed that pain, depression, Hb levels, and education level were not significant associated with fatigue in all four subsamples. This evidence concerns the gene GSTM1 and major depressive disorder.