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The leaves are the key toThe leaves are the key to growth, so your answer is no.  Harvest as soon as roots reach edible size and harvest quickly. You can use the greens, too, in many recipes.

2015 Special Edition Garden GuideCooking Fresh with The Old Farmer's AlmanacThe Almanac Monthly Digital MagazineWhat the heck is a Garden Hod?