The aim of this thesis is to contribute to the clarification of the pathogenesis of chronic complications of diabetes mellitus. The main goal of the research was glycaemic variability, its contribution to the activation of oxidative stress and its possible role in the process of advanced glycation, all beyond the scope of persistent hyperglycaemia itself. Another aim of the work is to contribute to the clarification of a possible relationship between glycaemic variability and vascular complications of diabetes. We were the first to describe the association between the concentrations of reactive aldehydes formed during lipid peroxidation and disorders of skin microvascular reactivity in patients with type 1 diabetes (DM1). Elevated markers of oxidative stress were found in this group, furthermore during the 3 years of follow-up higher plasma antioxidant activity was observed. These findings were not dependent of the method of glucose monitoring and glucose variability, which was lower in a subgroup of patients using real-time continuous glucose monitoring (rt-CGM), compared to a subgroup using conventional glucometers. However, it is clear, that hyperglycaemia alone induces increased oxidative stress in patients with diabetes. Simultaneously we observed the opposite process of oxidative stress...