BMI, diabetes, smoking, and alcohol consumption were identified as significant predictors of GAP-43 levels, particularly in the study group, suggesting that these factors may contribute to the molecular changes observed in degenerative yellow ligamentum flavum. This evidence concerns the gene GAP43 and diabetes mellitus.