Public scRNAseq data were used to investigate which cell type(s) is responsible for the elevated YKL-40 expression found in cancer tissues from patients with early-stage lung cancer, mixed-stage colorectal cancer, and ovarian cancer. Here, CHI3L1 is linked to ovarian carcinoma.