Damage is determined by depth. The deeper you are, the more damage you do.
Everywhere in the game, every room of each depth is constant, EXCEPT for the top left trojan room in d25, has been this way since beta, we don't know why you do less damage in that room, it's quite idiotic though.
I have sent countless bug reports SINCE BETA about it. Lul.
Friend Poisoned enemies?