We identified DEARGs in DN vs. normal human renal tubular interstitial cells by bioinformatics analysis for the first time, and P4HB was found and confirmed as an autophagy-related biomarker for DN, thereby providing new insights and potential targets for further studies on the correlation between DN and autophagy. This evidence concerns the gene P4HB and liver dysplastic nodule.