Based on these DEGs, we further combined WGCNA, BKN related cluster WGCNA, and three machine learning algorithms (LASSO, SVM RFE, and RF) to screen and identify IFI27 and OTOF as pediatric influenza hub genes associated with BKN. This evidence concerns the gene OTOF and BK-virus nephropathy.