What Causes Pain In The Thumb?

I have been cracking my knuckles all the time for 2-3 years. About 1-2 months ago, my right thumb started to hurt really bad all the time. I have already tried resting it, stretching, fidgeting and stopping the habit.All of these did not help my pain level go down. What should I do now.