If you have lower credit scores, where can you turn for help with refinancing?

Let's say you are approved to borrow 70% of your home's value for debt consolidation. The problem here is that your debt load requires you to borrow more than the value of your home. Where do you turn when you cannot get a co-signer with a credit score high enough to help you get consolidated?