Four genes encoding for enzymes involved in retinal biosynthesis were also overexpressed: DHRS4 and RDH11 in SS and NASH compared to LD; ADH1B in SS versus LD, and RDH10 in NASH versus LD. Here, DHRS4 is linked to metabolic dysfunction-associated steatohepatitis.