Furthermore, the association between low SHBG levels and NAFLD has been confirmed by numerous studies (Zhang et al., 2022; Lee et al., 2019; Saez-Lopez et al., 2017; Luo et al., 2018). The gene discussed is SHBG; the disease is metabolic dysfunction-associated steatotic liver disease.