I tried taking magnesium for a few months, but didn't notice any improvement, so I quit taking it. You might consider taking a few supplements that might help just because of your age, unless you're already doing so.
A good multivitamin, calcium with vitamin D, a B complex, and an iron supplement. It wouldn't hurt.