I came across this article study and thought it might be of interest:It is a study to  evaluate the association between fatty acid intake or the use of culinary fats and depression incidence in a Mediterranean population.

http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0016268