High-resolution studies have described multifaceted interactions of CAFs with the tumor, immune, and endothelial compartments of CCAs resulting in the activation of multiple pathways involved in tumor stiffness, tumorigenesis, immune suppression, and neo-angiogenesis [12,13]. This evidence concerns the gene TBX1 and neoplasm.