You can include the income in your return anyway. Report it on your Schedule C as 'cash' income without entering the 1099-MISC.
Keep the 1099-MISC and a record of your attempts to get a corrected 1099-MISC in case there is ever a question by the IRS regarding the income.
Since no taxes were withheld on the income, the most important thing is to report it on your return.
