These evaluations demonstrated that PLOD1 is linked to HNSCC and the ncRNAs involved in WNT signaling in hepatocellular carcinoma, renal cell carcinoma, and various other signaling pathways (Fig. 6A). This evidence concerns the gene PLOD1 and renal cell carcinoma.