In conclusion, our high‐throughput data analysis revealed that the enhanced interaction between monocytes and liver sinusoidal endothelial cells, along with the upregulated expression of ANXA1/FPR2, are among the distinguishing features before and after liver IR injury. Here, ANXA1 is linked to digestive system neoplasm.