for SFX I use 16bit mono. Usually 22kHz, if I have noticeable artefacts in the sounds, I use 44khz, if it works out fine (especially deep sounds) I also use 11Khz. It depends on the type of sound.

For a up to date game you probably should use 44khz for everything.