We assessed the available phenotypic data in the US Health and Retirement Study (HRS) for SNP associations with blood-based biomarkers of diabetes and found that genetic variation in WDR23 is associated with altered hemoglobin A1C (HbA1c) levels. This evidence concerns the gene DCAF11 and diabetes mellitus.