We did not consider lipids as a confounding factor as earlier studies (Kulminski et al., 2014; Tejedor et al., 2014; Loika et al., 2022; Ozen et al., 2022) do not support the connection between APOE and BMI through lipids nor cardiovascular disease. This evidence concerns the gene APOE and cardiovascular disorder.