High expression of ASPH significantly enhances the VISFATIN signaling pathway among epithelial, fibroblast, myeloid cell and macrophage and SPP1 signaling pathway among epithelial, fibroblast and macrophage in the tumor microenvironment of gallbladder (Supplementary Figures S3A, B). Here, NAMPT is linked to neoplasm.