In light of these findings, we deduced that TKT bestows radioresistance by interacting with PARP1, thereby facilitating the auto-PARylation of PARP1, increasing R5P synthesis, and ultimately enhancing the proficiency of DSB repair in HCC (Fig. 5C). Here, TKT is linked to hepatocellular carcinoma.