TNF and diabetes mellitus: We observed that in the HFpEF-DM group, overexpression of NF-κB amplifies the biosynthesis and activation of multiple inflammatory cytokines (TNF-α, IL-6, ICAM, VCAM, and NLRP3 inflammasomes), which play a crucial role in pathologic inflammatory responses.