We tested findings from previous GWAS and found associations with diabetes-associated metabolites for variants located in FADS1, ELOVL2, PLEKHH1, SPTLC3, ACSL1, SCD, SLC22A4, OCTN1, PHGDH7; CPS1 and PAH8. Here, SLC22A4 is linked to diabetes mellitus.