In contrast, multiple genes were upregulated in tumour-associated myofibroblasts compared to their control counterparts, including SULF1, COL11A1 and LRRC15 (Supplementary Fig. 2h and Supplementary Data 5). This evidence concerns the gene COL11A1 and neoplasm.