ROC curve analysis results of this study showed that the thickness of ligamentum flavum and the expression quantity of TNF-α, TGF-β1, and IL-1α could effectively diagnose mild, moderate, and severe LSS (P < 0.05). This evidence concerns the gene TNF and Leigh syndrome.