In conclusion, the findings of the current study suggest that sex, PNPLA3 genotype and liver fat might be biological predictors of liver fibrosis while arachidonic acid intake, predominantly obtained from meat consumption, appears to be a dietary predictor of liver fibrosis in Hispanic youth with obesity. The gene discussed is PNPLA3; the disease is obesity due to melanocortin 4 receptor deficiency.