There are hand guns with stopping power but most people can't shoot them well. A deer is a tough animal and I have dropped them on their feet, not a single step taken after trigger pull, with a 44 mag. Total destruction of both lungs and heart will stop anything instantly.
A 22 rim fire will not stop a man with a body hit. Head shot is the only hope.