In summary, by performing multiple bioinformatics analyses, this study provides insights on the association between gene expression and tissue-infiltrated immune cell population abundance and identifies CCL19 as an immune-related biomarker in the pathogenesis of DN, thus providing novel evidence and a potential target for further studies on the immunologic mechanism underlying DN. The gene discussed is CCL19; the disease is liver dysplastic nodule.