In addition, a bubble chat suggested that both the PPAR signaling pathway with the highest rich factor and PI3K-Akt signaling pathway with the lowest rich factor might be key signaling pathways of CS against obesity (Figure 5). Here, PPARA is linked to obesity due to melanocortin 4 receptor deficiency.