Recent research underscores the critical role of adipocytes in storing fat, vital for organismal survival. Dysfunctional adipocytes can lead to metabolic disorders like type 2 diabetes and fatty liver disease, highlighting the importance of understanding lipid storage mechanisms. A team of scientists led by Helmholtz Munich have developed a novel approach merging proteomics with machine learning to map dynamic changes during adipogenesis. This method reveals new insights into protein regulation, offering potential targets for managing metabolic diseases.