Here, we identified temporal dynamics of the acetylome during adipocyte differentiation in human SGBS 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.