CXCL12 and cancer: 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.