In comparison with the findings from other models, MCOP, MCPP, and MBzP were consistently positively associated with short sleep duration in both general obesity and abdominal obesity, and BPA and MiBP were positively associated with short sleep duration in abdominal obesity, which similar to the findings in the logistic regression and WQS regression models. The gene discussed is NMRK2; the disease is Abdominal obesity.