Although PPAT has not been previously implicated specifically in epigenetic regulation, our findings indicate that variants in this gene lead to profound dysregulation of methylation, tissue-specific defects in epigenetic silencing, and development of fatty liver disease in zebrafish. Here, PPAT is linked to fatty liver disease.