PLG and liver dysplastic nodule: SLC37A4, ACOX2, GPD1, ACE2, SLC9A3, AGT, and PLG are associated with propionate metabolism and fibrosis based on the bioinformatics analysis, which had excellent power to differentiate control from DN samples.