The spatiotemporal regulation of neuronal metabolism is a critical determinant of proper brain function. Investigating the underlying mechanisms governing the dynamic interplay between neuronal metabolic processes, including glycosome formation on mitochondria through O-GlcNAcylation, and their spatial distribution and temporal coordination is therefore of utmost importance. I utilized a combination of primary cell lines and mouse models, computational modeling, and advanced imaging techniques to elucidate the critical components and pathways involved in the regulation of energy supply, demand, and signaling in neurons. My findings highlight the importance of metabolic coupling between glycolysis and oxidative phosphorylation, as well as the role of post-translational modifications (PTMs) such as O-GlcNAcylation in sensing and responding to changes in glucose availability. Specifically, I demonstrate the critical role of glycosome formation on mitochondria through O-GlcNAcylation in spatiotemporal regulation of neuronal metabolism. By providing a comprehensive understanding of the spatiotemporal regulation of neuronal metabolism, this study offers insights into potential therapeutic targets for brain disorders linked to metabolic dysregulation. Ultimately, my work contributes to advancing the field's understanding of the intricate mechanisms underlying neuronal metabolism and its implications for brain function and health.