CHI3L1 and obesity due to melanocortin 4 receptor deficiency: The risk of obesity-related and gastrointestinal cancers increased with higher YKL-40 percentile categories, primarily driven by liver cancer (Fig. 1, Supplemental Tables S2–S3).