Seven genes out of the 22 common DEGs, such as FABP4, AKR1B10, and UBD, have been demonstrated to be the critical genes related to both NASH and HCC 31-36. This evidence concerns the gene FABP4 and metabolic dysfunction-associated steatohepatitis.