In this prospective cohort study of the Danish general population, we observed that elevated YKL-40 levels were associated with an increased risk of gastrointestinal cancer, independently of CRP levels, and that elevated CRP levels were associated with an increased risk of lung cancer, independently of YKL-40 levels. Here, CRP is linked to lung cancer.