The study of more than 161,000 women follows other studies with similar results for men.
While researchers said vitamin-rich foods are the ideal sources of nutrients, don't give up on multi-vitamins just yet.
Researchers suggest vitamins may be "a form of insurance" for people with poor eating habits.
The study appears in the Archives of Internal Medicine.
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