These findings advance our understanding of lncRNA-mediated regulation of radiation sensitivity and provide both a mechanistic framework and actionable targets for enhancing the therapeutic efficacy of radiotherapy in lung cancer through targeted modulation of the LOC401312–CPS1 axis. Here, CPS1 is linked to lung cancer.