In a cluster analysis by Gomez et al. the highest levels of YKL-40 were found in clusters characterized by an older asthma onset age, low total serum IgE, poor control of symptoms, frequent exacerbations, more severe airflow obstruction, and a high prevalence of obesity. The gene discussed is CHI3L1; the disease is obesity due to melanocortin 4 receptor deficiency.