No, the oyster will never die by only removing or collecting the pearl from them. Farmers who harvest oysters are very careful while implanting the tissue and beads so that the oyster doesn't die. In fact, they use surgical-style instruments to not harm the oysters. The older the oysters are, the better and more pearls they produce.