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676 based on fat% and 2.055 based on BMI; MUO ORs = 1.818 based on fat% and 1.526 based on BMI; all P less then 0.05]; FT4 was negatively related to the MUO phenotype (ORs = 0.870 based on fat% and 0.849 based on BMI, all P less then 0.05); FT3/FT4 was also positively related to both the MHO and the MUO phenotypes (MHO ORs = 1.678 based on fat% and 2.825 based on BMI; MUO ORs = 2.866 based on fat% and 2.883 based on BMI; all P less then 0.05); and TSH was positively related to the metabolically unhealthy non-obese phenotype (ORs = 1.32