Consensus cluster analysis was performed on the DKD patient samples from the training set using the expression profiles of the five hub genes (LPL, BCAM, SERPINE2, GCNT3, and CTNNBIP1) to identify distinct molecular subtypes. This evidence concerns the gene CTNNBIP1 and diabetic kidney disease.