Sometimes when you pick up some water from river, or a lake, there should be possibility of getting poisoning from this water, because some animal might have died some time ago in the upstream, and then polluted the water with diseases. Poisoning would cause diarrhea, which may have variety of different effects.
To prevent, one should either boil the water first, or take water from a well.