B increases chances of lung cancer by 16% and breast cancer by 20%.
A increases lung cancer odds by 28% among smokers.
E increases prostate cancer among men by 17%.
Men taking multivitamins are twice as likely to die from prostate cancer.
http://www.bbc.com/future/story/20161208-why-vitamin-supplem...
So on the surface it sounds like the vitamin will kill you, but in reality what if it's helping enough that you're now living long enough for the prostate cancer to actually become a problem? What if people that take vitamins are more health-aware and more apt to get regular physicals, increasing their "occurrence" of cancer?
There's a lot of variables that the article doesn't discuss and I'm not confident they have been controlled for.