At stage I, where the tumor is present, the largest difference in fibroblast signaling to neighboring cells involves increased expression of TIMP1, and collagen isoforms suggesting an early fibroblast activation (Figure 4C,D and Figure S10). The gene discussed is TIMP1; the disease is neoplasm.