We identified a cluster of peptides derived from genes involved in cell cycle (CDC6 and CDC45), invasion and extracellular matrix remodeling (PTHLH, MMP1, MMP10), which are broadly expressed across multiple tumors (Figure 3A,C), highlighting shared pathways of tumor progression that are exposed on HLA across tumors. Here, CDC45 is linked to neoplasm.