What catastrophe would wipe out almost everyone on Earth and mutate the survivors genetics, giving them powers?

i am writing a science fiction story, and i can not seem to figure out what kind of major catastrophe would not only kill most of the population, but also mutate the genetics of the survivors, causing them to develop superhuman powers and abilities.