Alcoholism is a disease that is partly heritable, and the genetic contribution has been estimated in the range of 50-65%.
Because genes contributing to alcohol responses can be found and studied easily in a model organism like the vinegar fly, we can study genes that contribute to vertebrate alcohol responses and addiction.
Indeed, many genes and biochemical processes have been shown so far to contribute to the behavioral responses to alcohol in both flies and vertebrates.