Importantly, we showed a strong positive correlation between macrophage signatures and CHI3L1 expression level, indicating that CHI3L1 overexpression may favor macrophage recruitment in esophageal tumor tissues. This evidence concerns the gene CHI3L1 and neoplasm of esophagus.