Furthermore, a pan-cancer analysis conducted using the online Sangerbox 3.0 revealed that the upregulation of C12ORF49 is a frequent event across most human cancer types, implying a pivotal role for C12ORF49 in human cancers, including HCC. Here, SPRING1 is linked to cancer.