Similarly to our results, the human protein pathology atlas42,43 (a database of protein levels measured in human samples) showed higher levels of CD58, UBP1, TREM2, and SPP1 are significantly associated with poorer survival in HCC patients while higher level of SLC27A5 is associated with favorable prognosis. Here, CD58 is linked to hepatocellular carcinoma.