Analysis of differentially expressed genes (DEGs) between normal controls and NASH/HCC identified 5 hub genes (HMMR, UBE2T, TYMS, PTTG1 and GINS2). Here, GINS2 is linked to metabolic dysfunction-associated steatohepatitis.