We selected these five variants for inclusion based on their clear and replicated associations with NASH-fibrosis however studying other variant-metabolite associations in PNPLA3, TM6SF2, MBOAT7, MTARC1 and HSD17B13 may reveal additional insights into the function of these genes. Here, PNPLA3 is linked to metabolic dysfunction-associated steatohepatitis.