Here, we identified temporal dynamics of the acetylome during adipocyte differentiation in the murine 3T3-L1 cells, applying untargeted proteomics in combination with immunoaffinity purification of acetylated peptides. Samples were taken at initiation of differentiation, at an intermediate and terminal time point.