Although there is limited existing literature connecting PAG1 to kidney disease, our findings demonstrated an upregulation of PAG1 in DN, aligning with its recognized pro-inflammatory role in conditions such as asthma [36] and nasopharyngeal carcinoma [37]. The gene discussed is PAG1; the disease is nasopharyngeal carcinoma.