In vitro knock-down of IFRD1 markedly attenuated PCa cell proliferation and migration.<h4>Conclusion</h4>We provide the first systematic single-cell atlas of UPR heterogeneity in PCa and develop a clinically translatable UPRRS prognostic model. The gene discussed is IFRD1; the disease is posterior cortical atrophy.