Joint pain, inflammation, and 40 lbs that wouldn't move at 1200 calories at 56 in menopause is the exact picture where standard dieting fails and the mechanism-based approach works differently. The OP's 3 years and feeling so much better is what addressing the metabolic side rather than just the calories looks like long-term. How far in are you and is the joint and inflammation piece responding?