In this study of 530 well-characterized men with or at risk for HIV infection, higher SHBG levels were associated with lower odds of NAFLD after adjusting for known metabolic and genetic risk factors, as well as for levels of TT and adiponectin. The gene discussed is ADIPOQ; the disease is metabolic dysfunction-associated steatotic liver disease.