Menstruation can cause depression to be triggered, yes. Its one of the symptoms of PMS actually. I am not totally sure, but I think this is due to your body losing so many vital vitamins n minerals bc of the rapid loss of blood.

I would recommend use of supplements (especially vit B complex and vit D) while you are on your period at least. It helps me n I can get really emotional when on my period.