Dyslipidemia (Dys) is a disease characterised by abnormally high levels of lipids in the
blood. It causes the deposits of lipids on the arterial wall leading to the insurgence of atherosclerosis,
i.e. the increased thickness of arterial walls, which finally increases the risk of cardiovascular diseases.
Dyslipidemia is a comorbidity of Type 2 Diabetes Mellitus (T2DM). A set of genes has been associated with dyslipidemia, but examining the regulation of such genes in age and sex is still an open research
field. In this study, we select from publicly available databases the genes associated with dyslipidemia
and analyse changes in the basal level of such genes by age and sex. Moreover, we also distinct
differential rewiring of the related gene association network in males and females. Our results show
that there exist a set of genes whose expression changes with age in artery tibial, artery aorta and
blood. Moreover, there exist significant differences between sex.