According to some studies, the supplement HMB can increase lean muscle mass and help reduce soreness from exercising. There is much conflicting evidence, however, and a number of studies show little or no benefit.
Studies on fish and fish oil (omega-3) supplements have recently made news. Most of these were large well-designed clinical trials, which are few and far between in the world of dietary supplements. See the results.