Here, the authors identify 633 prognostic markers, 570 S-phase cancer-associated lncRNAs, and show SCAT7 regulates FGF/FGFR and PI3K/AKT/MAPK pathways via interaction with hnRNPK/YBX1 complexes. Here, ELF3-AS1 is linked to cancer.