To evaluate the effect of APOB and MTTP genetic polymorphisms on lean NAFLD, Di Filippo et al. conducted a cohort study and merged their results with data derived from previously published works to add statistical strength to their research. This evidence concerns the gene MTTP and metabolic dysfunction-associated steatotic liver disease.