TIMP1 and chronic kidney disease: We identified the hub genes of CKD (Fn, Timp1, C3, Apoe, Trf, Fbn1, FGG, Penk, Ckap4, and Gpc3) through multiple bioinformatics analyses and successfully verified their expression in a mouse chronic kidney disease model.