Twenty-eight of 32 TCGA cancer types had increased expression of both JUN and PRPS1 in comparison with their respective normal tissues, indicating the importance of JUN and PRPS1 in tumorigenesis and tumor progression. Here, PRPS1 is linked to cancer.