Investigation of the female adipose transcriptome revealed changes in many pathways and key regulatory genes involved in adipocyte differentiation, adipocytokine signaling, insulin signaling, fatty acid/triglyceride biosynthesis, and PPAR signaling, a state that promotes adipogenesis and subsequent obesity risk [53, 54]. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.