Very high plasma YKL-40 levels, i.e., in the 96–100% percentile category, in subjects without known cancer predicted a 3.4 fold increased risk of gastrointestinal cancer (multifactorially adjusted for sex, age, smoking history, alcohol intake, and body mass index). This evidence concerns the gene CHI3L1 and cancer.