TNF and Abdominal obesity: Interaction effects of central obesity and hypertension with binary traits were found to affect TNF-α (Wald chi square = 10.1, P = 0.002; Figure 1A) and adiponectin (Wald chi square = 10.3, P = 0.001; Figure 1B).