As shown in Figures 4, 5, FOS and ALOX5 were mainly expressed in macrophages and OGN was mainly expressed in fibroblasts, which were all significantly expressed in disease progression and required more attention to explore the effects on heart failure. This evidence concerns the gene OGN and heart failure.