PNPLA3 and metabolic dysfunction-associated steatotic liver disease: Analysis of covariance (ANCOVA) was used to compare the overall lipid subclass concentrations between the NAFLD cases and healthy controls, adjusting for appropriate covariates such as age, sex, BMI, diabetes, metabolic syndrome status, and PNPLA3 genotype.