I'm not sure how much that domain is worth, but if it's a profitable business, you may find a lender willing to help.  If I were to issue the loan I would want the ownership of the domain transferred to me, and all expenses for the transfer payed by you. 

How much of a loan are you looking for, how long before you plan to pay it back, and what interest rate are you offering to pay the lender?