Earlier papers reported only few mechanisms responsible for MDR in cancer (Figure 1), such as (i) increased drug efflux through membrane pumps, (ii) detoxification mechanisms based on glutathione transferases activity, (iii) DNA damage repair that initially may be considered as an ally and further can turn into a resistant tool, and (iv) drug inactivation [52]. This evidence concerns the gene HPGDS and cancer.