Of the other genes that are significantly upregulated with advanced disease, SAA1 (serum amyloid A1) is part of the family of highly homologous acute-phase proteins that have been associated with tumor progression and reduced survival in a range of cancers [35]. Here, SAA1 is linked to cancer.