Basically every color channel (Red, Green, Blue, and Alpha) take 8 bit. You can save pngs (and other formats) with less channels, which the game might not be able to read.
In photoshop, go to image->mode and make sure RGB mode, as well as 8 bits/ channel are selected.
Actually, it should be...