Although inflammatory mediators such as IL-6, TNF-α, and CRP are elevated across all three conditions, endothelial dysfunction and systemic cytokine signaling represent central converging mechanisms, linking local periodontal inflammation and metabolic dysregulation to cardiovascular complications. Here, TNF is linked to endothelial dysfunction.