Dystrophobia Share definition Flag An extreme or irrational fear of or aversion to the genetic disease, Muscular Dystrophy. Adam seems to be showing signs of Dystrophobia. Dystrophobia by RekVille February 27, 2018 Get the Dystrophobia mug.