The mechanism involves several biochemical pathways. High glucose levels can lead to increased formation of Advanced Glycation End-products (AGEs), which can alter cellular structures and functions. Additionally, excessive glucose can increase oxidative stress and inflammation, contributing to further cellular injury. These processes disrupt normal cellular functions and can lead to apoptosis or necrosis.