Presence of relatively high levels of collagen type I have been associated with poor outcomes, including even GBM and LGG where COL1A1 is lower compared to most tumor types52 (Fig. 2) and (Supplemental Fig. 3). The gene discussed is COL1A1; the disease is glioblastoma.