Finally, as ductular reaction aggravated with the progression of fibrosis to cirrhosis, immunofluorescent staining showed increasing numbers of LCN2+ LPCs surrounded by more macrophages in liver tissues (Fig. 6i, Additional file 1: Fig. S7c). Here, LCN2 is linked to fibrosis.