In addition, the lack of association between AMPD1: rs17602729 polymorphism and lipid parameters in young, non-obese Polish women without metabolic disorders was also reported in 2020 by Leońska-Duniec et al. [17]. This evidence concerns the gene AMPD1 and metabolic disease.