Mostly in freshly isolated PBMC from individuals with obesity which showed significantly higher expression levels of pro-inflammatory cytokines (IL-1β, MCP-1, IL-8, and IL-6) as compared to control subjects (Fig. 1C). This evidence concerns the gene IL1B and obesity due to melanocortin 4 receptor deficiency.