Is it possible depression is one of the causes of Alzheimer's/dementia?

I'm just wondering cuz several of my clients who have Alzheimer's/dementia have lost their spouses and/or children not long before they started showing symptoms and had to be placed in a home. Some people I have seen who already had it declined rapidly after losing a loved one.