Canvas drawers are usually designed to wiped clean rather than a proper wash and, sometimes, it isn’t always easy to remove the cardboard inserts and to insert then afterwards. You don’t say which drawers you’re referring to but, generally speaking, you should be OK BUT at your own risk.