Although sensitivity analyses ruled out a significant horizontal pleiotropy, mechanistic studies are still needed to validate whether MMP-3 is involved in fibromyalgia pathogenesis under different environmental exposures. The gene discussed is MMP3; the disease is fibromyalgia.