“…For the rest of hub survival genes, there were 13 out of 15 genes which had consistent results with the findings of a previous study, of which for these survival favorable hub survival genes, immunohistochemistry assay identified that higher ADH4 protein expression was associated with favorable OS of HCC ( Wei et al, 2012 ); Overexpression of PRICKLE-1 ( Chan et al, 2006 ), FTCD ( Chen et al, 2019 ), and LINC01554 ( Hao et al, 2020 ) suppressed HCC cell proliferation; overexpression of TRIM55 inhibited migration and invasion of HCC cells ( Li et al, 2019 ); knockdown of CFHR3 promoted proliferation, migration, and invasion of HCC cells ( Wan et al, 2022 ); melatonin suppressed HCC progression via upregulation of lncRNA-CPS1-IT-mediated HIF-1α inactivation ( Wang et al, 2017 ). For these unfavorable hub survival genes, previous studies found that overexpression of CXCL8 in HCC cell resulted in increased cell proliferation and migration ( Yang et al, 2020 ); the impaired expression of GABRA3 ( Liu et al, 2008 ) and SPP1 ( Wang et al, 2019 ) decreased HCC cell viability; ITGBL1 increased KRT17 overexpression and promoted the metastatic ability of HCC cells ( Huang et al, 2020 ); nicotine stimulated CYP1A1 expression to promote HCC cell proliferation ( Ung et al, 2021 ); carvacrol inhibited the viability of HCC cells by downregulating SLC6A3 ( Yin et al, 2022 ). In summary, our study provided new insights between these genes and calpains and the prognosis of HCC.…”