scRNA-seq analysis showed reduced expression of the LIG4 gene at the mRNA level in normal follicular thyroid cells and thyroid cancer cells, but its activity is tightly regulated at the protein level by XRCC4 and DNA-PKcs (65). Here, LIG4 is linked to thyroid cancer.