Dear Mandi
You don’t say whether you are US or UK, but I think I can answer for both Polly and I on this …
We don’t make a blanket rule on this issue, but in general we prefer to avoid previously published books — it just makes life/submission that bit harder in a market that is already pretty tough. 
Good luck with it.
Sarah