The altered expression of MMSDH in MCI converters suggests a potential role in cognitive decline and early AD pathology, highlighting the need for further research to elucidate the mechanistic interplay between BCAA metabolism and neurodegenerative progression. This evidence concerns the gene ALDH6A1 and Mental deterioration.