Interestingly, APOE, C1QB, and matrix metalloproteinase 12 (MMP12) are highly expressed in C1QB+ macrophages, IL-1B+ macrophages and CALD1+ macrophages from ulcerative colitis patients (Fig. 2d). This evidence concerns the gene CALD1 and ulcerative colitis.