Perma-death means once you lose all your hearts in a run, the game is over.
The game is what’s called a roguelike for its hundreds of items that are randomized to appear in a procedurally generated dungeon that gets deeper the more you unlock. The Binding of Isaac: Afterbirth+ is an extremely deep game if you’re willing to take the time to get familiar with how the game works.