Cancer is also inversely correlated with alzheimer's.

Phrased another way, egg consumption is correlated with cancer.

Not necessarily. Looking before crossing the street is inversely correlated with getting hit by a truck. Getting trucked is inversely correlated with getting mauled by a lion (most places with wild lions are light on road traffic). Doesn't mean that looking both ways will increase your odds of becoming lion chow though.