Beyond KIV and the BCKA/BCAA ratio, we identified 2 additional amino acid–related factors associated with steatosis grade, as well as a long-chain acylcarnitine-related factor that was associated with the presence of NASH in carriers of the major PNPLA3 allele. Here, PNPLA3 is linked to metabolic dysfunction-associated steatohepatitis.