There were strong negative correlations between the blue module eigengene and levels of several immunological indicators of obesity associated inflammation, with the strongest association being MCP-1 (CCL2) levels during trimester 1, IL-10 during trimester 2, sCD40L during early trimester 3. Here, IL10 is linked to obesity due to melanocortin 4 receptor deficiency.