As with any food item, pizza dough can go bad. The yeast could start bad and lead to a poor rise of the dough. The dough itself could become over-proofed and not bake properly. The dough could also sit in the fridge so long that it begins to grow mold. There are a lot of ways that dough could go bad, so it's best to stick to the recipe instructions.