Alternatively, the sensitive signature showed only a single gene with significantly increased expression in tumors (COL3A1) (Supplementary Figure 9C & Supplementary Table 6), implying that these genes are less likely to be detected in large tumor panels compared to our selections based on resistance. Here, COL3A1 is linked to neoplasm.