ADIPOQ and diabetes mellitus: On the other hand, a study found that urine levels of ∑DEHP were positively associated with tumor necrosis factor-α and negatively associated with serum adiponectin levels in subgroup of 329 Chinese adults who were diagnosed with diabetes mellitus and had higher BMI [23].