In addition, elevated serum TNF-α, IL-6 levels directly linked to neuropsychiatric features in AD (Jorfi et al., 2023; Rubio-Perez and Morillas-Ruiz, 2012). The gene discussed is IL6; the disease is Alzheimer disease.