Do you have a history of UTIs?
The reason I'm asking is because that cumbersome feeling that you need to urinate can sometimes be a sign of a urinary tract infection--and with MS and autoimmune problems, we really seem to be prone to these!
Your doctor can do a simple urine test; I know that I get these from time to time and I usually feel like I have to go constantly!
Good luck, and feel better!