No. The entire vegetable is edible, so you don't need to remove the leaves or the stems before cooking. When making broccoli, it's best to cook the florets and the stems separately, because the stems are tough and need a longer time to cook. Here's a good recipe for roasted broccoli stalks. It's actually easier to make sauteed broccolini because you can cook the entire vegetable at once.