Obesity and NAFLD share a molecular mechanism with BBOX1, SSTR1, MMP7, and LACC1, which play crucial roles in disease development and can serve as common predictors (Fig. S2, 3). This evidence concerns the gene BBOX1 and obesity due to melanocortin 4 receptor deficiency.