Patients with severe diastolic dysfunction more often had atrial fibrillation, higher plasma NT-proBNP concentrations, and more heart failure hospitalizations and mortality.Multi-omic network analysis identified two major lipid-protein clusters associated with severe diastolic dysfunction. The gene discussed is NPPB; the disease is atrial fibrillation.