The present invention relates to the identification of inventive pyrimidine-2,4,6- triones (PYT compounds) of formula (I) and pharmaceutical compositions thereof for treating subjects with amyotrophic lateral sclerosis (ALS) and other neurodegenerative diseases. The invention also provides methods of preparing the inventive PYT compounds.