ADIPOQ and inherited lipid metabolism disorder: Similarly, we performed a multivariate regression analysis with the same predictors for adiponectin levels, showing that age, gender, BMI and dyslipidaemia were associated with baseline adiponectin levels with a global R2 of 0.16.