ROC curve analysis showed that the ligamentum flavum thickness and TGF-β1, TNF-α, and IL-1α expression could effectively diagnose mild, moderate, and severe LSS (P < 0.05). This evidence concerns the gene TGFB1 and Leigh syndrome.