One speculated mechanism is that the effect of APOA5 gene variants on the risk of obesity might be attributed to this locus being in interaction with other obesity-risk genes, such as APOA1, APOC3 and APOA4 genes [15,16]. This evidence concerns the gene APOC3 and Obesity.