The role of PLEKHA1 in OXPHOS, which is involved in DN, was investigated via single-cell analysis, and PLEKHA1 was identified as a potential biological marker of DN worthy of further study. This evidence concerns the gene PLEKHA1 and liver dysplastic nodule.