Researching AGEs presents several challenges, including the complexity and diversity of AGE structures, which make them difficult to standardize and quantify. Additionally, the intricate network of cellular pathways influenced by AGEs requires comprehensive studies to fully understand their impact. The development of more sensitive and specific analytical techniques is essential for advancing AGE research.