To clarify the immunological mechanism linking T2DM and ccRCC in the context of comorbidity, we stratified the T2DM and ccRCC datasets into high- and low-LST1 expression groups and systematically analyzed the differences in cell-cell communication patterns. This evidence concerns the gene LST1 and nonpapillary renal cell carcinoma.