In conclusion, our study has revealed a decrease in FGF9 expression within renal tubular cells during DN, as evidenced by comprehensive analyses spanning bioinformatics, clinical samples, animal models and cellular experiments. This evidence concerns the gene FGF9 and liver dysplastic nodule.