Pathways such as Rap1 signalling pathway,33, 34 pathway in cancer and insulin signalling pathway35, 36 which were previously implicated in gliomas were significantly enriched in differentially spliced genes in subtype 1 (Figure S2A). The gene discussed is INS; the disease is cancer.