When planted deep, pepper plants do not usually grow adventitious roots from the stem like tomato plants will. However, peppers can be planted deeper than the top of the root ball to help keep the plants from falling over. It is important to note that peppers take longer to grow roots along their stems, and they can rot more easily than tomato stems.