Zhou et al. uncovered the CHRDL1 gene by inhibiting bone morphogenetic protein 4 (BMP4) or by regulating insulin-like growth factor 1 (IGF-1) in obesity-related PCOS [148]. This evidence concerns the gene CHRDL1 and obesity due to melanocortin 4 receptor deficiency.