It has been theorized that the observed association of IL1 cytokine family genes with obesity in mice may be due to leptin dysregulation and consequent hyperphagia rather than direct modulation of adipocyte function because Il1r1 and Il6 KO mice develop leptin resistance [181]. This evidence concerns the gene IL6 and obesity due to melanocortin 4 receptor deficiency.