The study does not apply to pregnant women or people who take vitamins because they have a deficiency in, say, vitamin D or other important nutrients. ??? do not run out and buy them, either: The National Institutes for Health in 2006 concluded that evidence supporting the benefits and even the safety of multivitamin and mineral supplements is limited and inconclusive.