We performed in-depth analyses to disentangle the role of adiposity on comorbidity and find evidence that TCF7L2 and TMEM176A exert an effect on type 2 diabetes and osteoarthritis through an alternative biological path. The gene discussed is TCF7L2; the disease is type 2 diabetes mellitus.