Sieve tubes are specialized cells in the phloem responsible for transporting sugars and nutrients. They have perforated end walls known as sieve plates, which allow the movement of sap from cell to cell. Companion cells, on the other hand, are living cells closely associated with sieve tubes. They provide metabolic support to the sieve tubes, helping them maintain their functions, and are involved in loading and unloading nutrients.