TNF and type 2 diabetes mellitus: Nevertheless, there were unclear findings that the strength of relationship between IL-6 and T2DM in multivariate analysis was dramatically attenuated [9], and a nonstatistically significant result was found between TNF-α and T2DM risk [12].