In this extensive cross‐sectional study, by analyzing the association between CRP and knee pain in adults, and exploring the moderating effect of obesity in this relationship for the first time, we provide an important reference for improving knee pain in real practice by reducing inflammatory responses through weight loss. The gene discussed is CRP; the disease is obesity disorder.