In a saucepan, combine sugar and cornstarch. Add pineapple juice, orange juice and lemon juice. Cook and stir over medium heat until thickened and bubbly; cook and stir 1 minute longer. Remove from the heat; set aside.
In a bowl, combine pineapple chunks, oranges, apples and bananas. Pour warm sauce over the fruit; stir gently to coat.