In this study, we identified four dietary patterns for male children and female children, respectively, to further analyze the association of different dietary patterns with obesity and related indicators, as well as their interaction with TLR4 rs1928295 polymorphisms. The gene discussed is TLR4; the disease is obesity disorder.