FRMD5 and neoplasm: The HRI signature consists of 11 HRDEGs, and we focused on the 5 key genes (RGS16, SNAI1, CDR2L, FRMD5, and FSTL3), which exhibited elevated expression levels in tumor tissues and are prognostic risk factors for CC.