What is the effect of wild animal killing on nature?

Overhunting animals can cause a break in the food chain (e.g. overhunt rabbits and Birds of Prey will starve). Furthermore, it would lead to extinction: "Over" killing deer would put them at a low number and eventually lead them to go extinct (as reported in the NYTimes).