Methyl group deficiency has been implicated as a pathogenesis mechanism in depression. In fact, folates play a key role in methylation reactions in the central nervous system, and several clinical studies have emphasized the association of folate deficiency with depression.
Here is the reference for more: Benelli A. et.al. Influence of S-adenosyl-L-methionine on chronic mild stress-induced anhedonia in castrated rats