DLD and Mental deterioration: Pearson correlation analysis found that the IDH3G, DLD, SUCLA2, MDH1 showed moderate positive correlations with MMSE scores (r = 0.365–0.441, p < 0.05; Figure 3B), suggesting that their expression can effectively track the progression of cognitive decline.