The functional enrichment analysis showed that genes such as AGPAT2, AKR1B10, AKR1B15, LDH1A1,ALDH1A3, ALDH2, ALDH3A1, ALDH7A1, ANGPTL4, APOA1, APOA4, APOB, APOBEC1, APOC1, APOC3, APOE, APOL4, CYP27A1, CYP2B6, CYP2B7P, CYP2C18,CYP2C19, CYP2C9, CYP2J2, CYP2S1, CYP2U1-AS1, DGAT1, DGKG, FABP1, GK, LPA, MGAT3, MGAT3-AS1, MGLL, PCSK9, PLPP1, PLSCR4, SOAT2, SORT1,TKFC were found in obesity related pathways. This evidence concerns the gene ALDH7A1 and obesity due to melanocortin 4 receptor deficiency.