Interestingly, when trend analysis was performed on the association of IL-33 with different obesity phenotypes, we found that MHOO subjects with higher IL-33 levels are more likely to develop MUOO compared to HC populations under all models. Here, IL33 is linked to obesity due to melanocortin 4 receptor deficiency.