There are several edible species mentioned in Cornucopia II A Sourcebook of Edible Plants
Rheum australe Leafstalks are eaten raw, cooked, preserved in salt, made into preserves, or dried and stored for future use. They are said to have an apple-like flavor. Young shoots that have been blanched as they emerge from the soil are white, crisp and free from fiber. Himalayan region (syn R emodi)
Rheum officinale In Italy and China, the dried rhizomes are used for making tonic wines and other alcoholic beverages. Extracts of the roots are ... used in bitter tonics, carbonated beverages, syrups, liqueurs, candies etc Eastern Asia
Rheum palmatum The leafstalks are sometimes eaten or made into wine and preserves. Mongolia
Rheum ribes The leafstalks and fresh stems are eaten raw or cooked. Larger petioles are made into pies or preserves and are said to have the flavor of currants. In eastern Turkey they have been considered a delicacy since the 13th century. Southwest Asia
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And a different use for our common rhubarb: The young inflorescences resemble cauliflower and may be deep fried or boiled and served "au gratin" with cream sauce.