TNF and depressive symptom measurement: Inflammation, marked by elevated pro-inflammatory cytokines like IL-6, TNF-α, and C-reactive protein, is a shared mechanism between depression and dementia, contributing to neurodegeneration, hippocampal damage, and disrupted neuroplasticity, leading to cognitive impairments [28].