The invention provides compositions and methods for individualized therapy of arthritic pain without causing edema, using a non-steroidal anti-inflammatory drugs (COX-2 inhibitor) in combination with a diuretic drug. The NSAID is preferably celecoxib and the diuretic is preferably hydrochlorothiazide in a single dose