This study examines the relationship between IL-11 and synovial fibrosis, a hallmark of AF, in patients with end-stage knee osteoarthritis (kOA) and evaluates the potential of novel small-molecule IL-11 inhibitors (NMX compounds) as a therapeutic option. The gene discussed is IL11; the disease is atrial fibrillation.