We found novel statistically significant positive associations with four PIs and three lyso-PIs and novel inverse associations with two PIs and one lyso-PI in men both with and without NAFLD, suggesting that these associations were largely explained by the MBOAT7 variant. Here, MBOAT7 is linked to metabolic dysfunction-associated steatotic liver disease.