Yes, there is a deadline for taking the PMP exam. You have to take the exam within a year after the approval of your application. For example, if your application is approved today - September 22, 2011 then you have until September 21, 2012 to take the exam. So hurry up!
Note: You can only take the exam 3 times within the one year eligibility period.