As the increased YKL-40 expression in vivo may result from interactions of cancer cells with their surrounding extracellular matrices, we searched the NCBI GEO database for expression data comparing cells mono-cultured and co-cultured with stromal cells. This evidence concerns the gene CHI3L1 and cancer.