TNF and diabetes mellitus: Secondly, the size of the participants in this study is relatively small, and more cases are required to verify the variations of adiponectin, nesfatin-1, TNF-α, and IL-6 in prediabetes and diabetes, as well as to make the conclusion more convincing.