This supplementary dataset provides gene expression data and expression divergence estimates. We provide TPM values for samples derived from embryonic stem cells, epiblast-derived stem cells (mouse), pre-adipocytes and B lymphocytes, for human and mouse. In addition, we provide selected data from Cardoso-Moreira et al., 2019, that we used to compute gene expression divergence.