Both APOA2 and APOA4 are associated with obesity and hypercholesterolemia that are independent risk factors for CRC development.21,22 Similarly, the STRING protein-protein interaction network showed the interaction between the complement proteins with elevated levels (Figure 3D). Here, APOA4 is linked to obesity due to melanocortin 4 receptor deficiency.