The highest relative importance in predicting LSM was given to BMI (67.3%), followed by AST (9.8%), diabetes mellitus (7.9%), ALT (7.5%), and the remaining variables (<5%) (Figure 3). This evidence concerns the gene GPT and diabetes mellitus.