Notably, 10 over-expressed genes (Comp, Mmp3, Adipoq, Angptl7, Fgg, Hp, Mstn, Saa1, Serpina3n, and Cxcl12) are translated into secreted proteins, and therefore, can be further explored as potential cancer cachexia biomarkers. Here, MMP3 is linked to cancer.