Meanwhile, we screened out key lncRNAEMX2OS and identified the EMX2OS/hsa‐miR‐31‐5p/TLN2 axis, which may provide new clues for the targeted therapy of ccRCC. Here, TLN2 is linked to nonpapillary renal cell carcinoma.