CD74_MIF, CD74_APP and CD74_COPA pairs were significantly enriched by B cells and macrophages at different stages of cardiac hypertrophy (Additional file 1: Figure S10C-D), indicating that CD74 played a crucial role in inflammation activity in cardiac hypertrophy. Here, APP is linked to cardiac hypertrophy.