Monogenic mutations of genes associated with lipid metabolism or transport, such as aldolase B (ALDOB), apolipoprotein B (APOB), and alpha/beta hydrolase domain-containing proteins (ABHDs), have been reported as causes of MASLD in lean individuals. This evidence concerns the gene APOB and metabolic dysfunction-associated steatotic liver disease.