Sure there could be no blood trail, if the deer was hit high.
My question to you is, you stated you are a new handgun hunter, what range do you regularly practice at?
90 yards for a new handgun hunter is a long shot with a handgun.
None of us knows how well you shoot, so it is hard to determan if indeed you even hit the animal.
As for bullets, try a hard cast gas checked bullet.