Yes, corn can deplete the soil due to the high demand for nutrients. If the crop lacks proper attention, it can take the entire nutrient from the soil and deplete it with time. That is why most people plant other crops besides corn. Some of these plants are legumes, mostly beans that can minimize this depletion of nutrients.