ii.Expression of either receptor or ligand is increased in cancer but not both (Table S2), such as CALM1-HMMR, SPP1-ITGB1, TNFSF18-TFNRSF18, COL11A1-ITGB1 etc. Not surprisingly, collagen and integrin were found also here. This evidence concerns the gene COL11A1 and cancer.