Fatty liver disease is characterized by the accumulation of triglycerides—a type of fat—in the liver. The disease has a strong genetic component, but until now, knowledge about which genes influence its development has been limited. To gain a better understanding, researchers at Karolinska Institutet analyzed genetic data and MRI scans from 71,488 people of European descent in the British UK Biobank database.