Epilipids are involved in the central mechanism by which cells respond to genetic mutation, external perturbation, and oxidative stress. The regulatory mechanisms that control these important processes, however, are poorly defined. We develop advanced mass spectrometry-based methods and graph database model empowered bioinformatics tools to characterize epilipidome in pathogenesis of metabolic disorders and demonstrate the novel role of lipid modification in the cellular malfunction.