Additionally, increased levels of white cell count, platelet count, and alanine transaminase were associated with a significantly increased risk of GDM, whereas that of albumin, direct bilirubin, and creatinine corresponded to a reduced risk. This evidence concerns the gene ALB and gestational diabetes.