Is there a way to pull out, what you might call wheel casings, in the feet of a bureau?

I’m fixing up an old bureau and someone puts wheels on it (now broken and non functional), it was easy to get the actual wheels out, but the things that held them are deep into the wood. Should I try to get those out? If so, how? Maybe I should just buy new wheels (it occurs to me now)? Suggestions?