To prune patio roses, start by removing any dead, diseased, or damaged stems. Cut back the remaining stems to a healthy bud or leaf node. Cut the stems at an angle, just above the bud or node. Prune the stems to the desired height, and then remove any stems that are growing inwards towards the center of the plant. Finally, prune off any stems that are growing out of the desired shape of the plant.