When analyzing the associations of Ln OPN with individual event types (for the secondary hypotheses), Ln OPN was significantly associated with hospitalization due to heart failure in all models (P <0.001 in all models) (Fig 4(B)). This evidence concerns the gene SPP1 and heart failure.