I agree with
@ironf1st, those leaves are needed to give energy to the plant; without them, there would be a slowdown. Remember that when you remove leaves, you should always leave some that cover a large surface area; it doesn't matter if they're small or big (often, though, big ones are a bit better), but they should be well-exposed to light.