To further characterize placental pathways for lipid storage and mobilization we focused on PLIN2, ATGL and CGI-58, which showed a strong positive correlation with maternal pre-gravid obesity. The gene discussed is PLIN2; the disease is obesity due to melanocortin 4 receptor deficiency.