Genes suppressed with pregravid obesity exhibited strong positive associations with circulating levels of GM-CSF and MCP1 and negative associations with PAI-1 and Adipsin (Supplementary Figure 4B). This evidence concerns the gene SERPINE1 and obesity due to melanocortin 4 receptor deficiency.