It would be counter intuitive...I'd have guessed that any personal loss would trigger a depression...I have had a manic episode that was preceded by a loss and consequent stress, it triggered a pretty bad manic episode (back then I was a heavy coffee drinker and also used alcohol..)
I realize that triggers can be both physical and psychological..